Dafnis Batalle
Senior Lecturer in Neurodevelopmental Science
Research interests
- Neuroscience
Contact details
Biography
Dr Batalle is a Senior Lecturer at the Institute of Psychiatry, Psychology & Neuroscience and the Centre for Developing Brain at the School of Biomedical Engineering & Imaging Sciences, contributing to both the Developing Human Connectome and AIMS-2-TRIALS projects.
Both a telecommunications engineer and a neuroscientist by training, Dr Batalle uses mathematical tools and computational models to study the emergence of brain organisation during early development and how subtle alterations in key developmental processes lead to neurodevelopmental disorders such as autism and ADHD. He is particularly interested in the use of whole-brain computational models, graph theory, signal processing and machine learning tools to characterise brain networks and find early markers associated to atypical neurodevelopmental trajectories.
Research interests
- Structural and functional brain networks
- Dynamic functional connectivity
- Graph theory and computational models
- Interaction of clinical, social and genetic risk factors with brain development
Research groups
Teaching
Module leader:
- 7PCFLDST: MSC in Clinical Neurodevelopmental Science: Dissertation Module
- 5MBBS203SSC46: MBBS SSC: Applied programming in medicine: an introduction to neuroimaging
Teaching:
- 7MIGEP42: Medical Imaging Biology
- 7MRWWC01: Fundamentals of Women and Children’s Health
- 7MRI0030: Medical Imaging in Clinical Applications
Publications
Google Scholar:
https://scholar.google.com/citations?user=ZJYE5x8AAAAJ&hl=en
Pure publications:
Selected publications:
Ní Bhroin M, Seada SA, Bonthrone AF, Kelly C, Christiaens D, Schuh A, Pietsch M, Hutter J, Tournier J-D, Cordero-Grande L, Rueckert D, Hajnal JV, Pusharajah K, Simpson J, Edwards AD, Rutherford MA, Counsell SJ, Batalle D; Reduced structural connectivity in cortico-striatal-thalamic network in neonates with congenital heart disease; NeuroImge:Clinical, 2020; 28:102423
Gale-Grant O, Christiaens D, Cordero-Grande L, Chew A, Falconer S, Makropoulos A, Harper N, Price AN, Hutter J, Hughes E, Victor S, Counsel SJ, Rueckert D, Hajnal JV, Edwards AD, O’Muircheartaigh J*, Batalle D*, Parental Age Effects on Neonatal White Matter Development. Neuroimage: Clinical, 2020; 20, 102283.
Batalle D, O’Muircheartaigh J, Makropoulos A, Kelly CJ, Dimitrova R, Hughes E, Hajnal JV, Zhang H, Alexander DC, Edwards AD, Counsell SJ; Different patterns of cortical maturation before and after 38 weeks gestational age demonstrated by diffusion MRI in vivo; Neuroimage, 2019, 185, pp. 764-775
Batalle D, Edwards AD, O’Muircheartaigh J; Annual Research Review: Not just a small adult brain: understanding later neurodevelopment through imaging the neonatal brain; Journal of Child Psychology & Psychiatry, 2018, 59(4), pp. 350-371
Batalle D, Hughes EJ, Zhang H, Tournier J-D, Tusor N, Aljabar P, Wali L, Alexander DC, Hajnal JV, Nosarti C, Edwards AD, Counsell SJ; Early development of structural networks and the impact of prematurity on brain connectivity; Neuroimage, 2017, 149, pp. 379-392
A framework for comparison and interpretation of machine learning classifiers to predict autism on the ABIDE dataset
Dong, Y., Batalle, D. & Deprez, M., 1 Mar 2025, (Accepted/In press) In: Human Brain Mapping.Research output: Contribution to journal › Article › peer-review
Autism common variants associated with white matter alterations at birth: cross-sectional fixel-based analyses of 221 European term-born neonates from the developing human connectome project
Le, H., Bonthrone, A., Uus, A., Fenchel, D., Lautarescu, A., Dimitrakopoulou, K., Edwards, D., Hajnal, J., Counsell, S., Cordero-Grande, L., Christiaens, D., Batalle, D., Pietsch, M., Price, A., Patel, H., Curtis, C., Cullen, H., Deprez, M. & Tournier, J.-D., 21 Jan 2025, (Accepted/In press) In: Translational psychiatry.Research output: Contribution to journal › Article › peer-review
Exploring functional connectivity in clinical and data-driven groups of preterm and term adults
Hadaya, L., Vasa, F., Dimitrakopoulou, K., Saqi, M., Shergill, S., David, E., Batalle, D., Leech, R. & Nosarti, C., 12 Nov 2024, (Accepted/In press) In: Brain Communications. p. 1-32 32 p.Research output: Contribution to journal › Article › peer-review
Clinical, socio-demographic, and parental correlates of early autism traits in a community cohort of toddlers
Gale-Grant, O., Chew, A., Falconer, S., França, L., Fenn-Moltu, S., Hadaya, L., Harper, N., Ciarrusta Monzon, J., Charman, T., Murphy, D., Arichi, T., McAlonan, G., Nosarti, C., Edwards, D. & Batalle, D., Dec 2024, In: Scientific Reports. 14, 1, 8393.Research output: Contribution to journal › Article › peer-review
Aperiodic and Hurst EEG exponents across early human brain development: a systematic review
Stanyard, R., Mason, D., Ellis, C., Dickson, H., Short, R., Batalle, D. & Arichi, T., Aug 2024, In: Developmental Cognitive Neuroscience. 68, 101402.Research output: Contribution to journal › Review article › peer-review
Exploratory evidence for differences in GABAergic regulation of auditory processing in autism spectrum disorder
Huang, Q., Velthuis, H., Pereira, A. C., Ahmad, J., Cooke, S. F., Ellis, C. L., Ponteduro, F. M., Puts, N. A. J., Dimitrov, M., Batalle, D., Wong, N. M. L., Kowalewski, L., Ivin, G., Daly, E., Murphy, D. G. M. & McAlonan, G. M., 18 Oct 2023, In: Translational psychiatry. 13, 1, p. 320 320.Research output: Contribution to journal › Article › peer-review
Dynamic functional connectivity
França, L. G. S., Fenn-Moltu, S. & Batalle, D., 30 Jun 2023, Connectome Analysis: Characterization, Methods, and Analysis. Elsevier, p. 219-245 27 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
Development of neonatal brain functional centrality and alterations associated with preterm birth
Fenn-Moltu, S., Fitzgibbon, S. P., Ciarrusta, J., Eyre, M., Cordero-Grande, L., Chew, A., Falconer, S., Gale-Grant, O., Harper, N., Dimitrova, R., Vecchiato, K., Fenchel, D., Javed, A., Earl, M., Price, A. N., Hughes, E., Duff, E. P., O'muircheartaigh, J., Nosarti, C. & Arichi, T. & 6 others, Rueckert, D., Counsell, S., Hajnal, J. V., Edwards, A. D., Mcalonan, G. & Batalle, D., 1 May 2023, In: Cerebral Cortex. 33, 9, p. 5585-5596 12 p.Research output: Contribution to journal › Article › peer-review
Prenatal exposure to air pollution is associated with structural changes in the neonatal brain
Bos, B., Barratt, B., Batalle, D., Gale-Grant, O., Hughes, E. J., Beevers, S., Cordero-Grande, L., Price, A. N., Hutter, J., Hajnal, J. V., Kelly, F. J., David Edwards, A. & Counsell, S. J., Apr 2023, In: Environment International. 174, 107921.Research output: Contribution to journal › Article › peer-review
Neonatal brain dynamic functional connectivity in term and preterm infants and its association with early childhood neurodevelopment
França, L., Ciarrusta Monzon, J., Gale-Grant, O., Fenn-Moltu, S., Fitzgibbon, S. P., Chew, A., Falconer, S., Dimitrova, R., Cordero-Grande, L., Price, A., Hughes, E., O'Muircheartaigh, J., Duff, E. P., Tuulari, J. J., Deco, G., Counsell, S., Hajnal, J., Nosarti, C., Arichi, T. & Edwards, D. & 2 others, McAlonan, G. & Batalle, D., 8 Feb 2024, In: Nature Communications. 15, 1, p. 16 1 p., 16.Research output: Contribution to journal › Article › peer-review
Prenatal exposure to air pollution is associated with structural changes in the neonatal brain
Bos, B., Barratt, B., Batalle, D., Gale-Grant, O., Hughes, E., Beevers, S., Cordero-Grande, L., Price, A., Hutter, J., Hajnal, J., Kelly, F., Edwards, D. & Counsell, S., 4 Apr 2023, In: Environment International.Research output: Contribution to journal › Article › peer-review
Attention-Driven Multi-channel Deformable Registration of Structural and Microstructural Neonatal Data
Grigorescu, I., Uus, A., Christiaens, D., Cordero-Grande, L., Hutter, J., Batalle, D., Edwards, D., Hajnal, J., Modat, M. & Deprez, M., 22 Sept 2022, Lecture Notes in Computer Science. Springer, Vol. 13575.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
Segmentation of Periventricular White Matter in Neonatal Brain MRI: Analysis of Brain Maturation in Term and Preterm Cohorts
Uus, A. U., Ayub, M. U., Gartner, A., Kyriakopoulou, V., Pietsch, M., Grigorescu, I., Christiaens, D., Hutter, J., Grande, L. C., Price, A., Batalle, D., Counsell, S., Hajnal, J. V., Edwards, A. D., Rutherford, M. A. & Deprez, M., 22 Sept 2022, Perinatal, Preterm and Paediatric Image Analysis - 7th International Workshop, PIPPI 2022, Held in Conjunction with MICCAI 2022, Proceedings. Licandro, R., Licandro, R., Melbourne, A., Hutter, J., Abaci Turk, E. & Macgowan, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 94-104 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13575 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Montelukast reduces grey matter abnormalities and functional deficits in a mouse model of inflammation-induced encephalopathy of prematurity
Yates, A. G., Kislitsyna, E., Alfonso Martin, C., Zhang, J., Sewell, A. L., Goikolea-Vives, A., Cai, V., Alkhader, L. F., Skaland, A., Hammond, B., Dimitrova, R., Batalle, D., Fernandes, C., Edwards, A. D., Gressens, P., Thornton, C. & Stolp, H. B., 29 Oct 2022, In: Journal of neuroinflammation. 19, 1, p. 265 265.Research output: Contribution to journal › Article › peer-review
Parsing brain-behavior heterogeneity in very preterm born children using integrated similarity networks
Hadaya, L., Dimitrakopoulou, K., Vanes, L., Kanel, D., Fenn-Moltu, S., Gale-Grant, O., Counsell, S., Edwards, D., Saqi, M., Batalle, D. & Nosarti, C., Dec 2023, In: Translational psychiatry. 13, 1, 108.Research output: Contribution to journal › Article › peer-review
Development of neonatal brain functional centrality and alterations associated with preterm birth
Fenn-Moltu, S., Fitzgibbon, S. P., Ciarrusta, J., Eyre, M., Cordero-Grande, L., Chew, A., Falconer, S., Gale-Grant, O., Harper, N., Dimitrova, R., Vecchiato, K., Fenchel, D., Javed, A., Earl, M., Price, A., Hughes, E., Duff, E. P., O'Muircheartaigh, J., Nosarti, C. & Arichi, T. & 6 others, Rueckert, D., Counsell, S., Hajnal, J., Edwards, D., McAlonan, G. & Batalle, D., 20 Nov 2022, In: Cerebral Cortex.Research output: Contribution to journal › Article › peer-review
Maternal depressive symptoms, neonatal white matter, and toddler social-emotional development
Lautarescu, A., Bonthrone, A., Pietsch, M., Batalle, D., Cordero-Grande, L., Tournier, J.-D., Christiaens, D., Hajnal, J., Chew, A., Falconer, S., Nosarti, C., Victor, S., Craig, M. C., Edwards, D. & Counsell, S., 9 Aug 2022, (E-pub ahead of print) In: Translational psychiatry. 323 .Research output: Contribution to journal › Article › peer-review
Longitudinal neonatal brain development and socio-demographic correlates of infant outcomes following preterm birth
Vanes, L., Fenn-Moltu, S., Hadaya, L., Fitzgibbon, S. P., Cordero-Grande, L., Price, A., Chew, A., Falconer, S., Arichi, T., Counsell, S., Hajnal, J., Batalle, D., Edwards, D. & Nosarti, C., Jun 2023, In: Developmental Cognitive Neuroscience. 61, 101250.Research output: Contribution to journal › Article › peer-review
Neonatal frontal-limbic connectivity is associated with externalizing behaviours in toddlers with Congenital Heart Disease
Bonthrone, A., Chew, A., Ní Bhroin, M., Morassutti Rech, F., Kelly, C., Christiaens, D., Pietsch, M., Tournier, J.-D., Cordero-Grande, L., Price, A., Egloff Collado, A., Hajnal, J., Pushparajah, K., Simpson, J., Edwards, D., Rutherford, M., Nosarti, C., Batalle, D. & Counsell, S., 17 Aug 2022, In: NeuroImage: Clinical. 36, 103153.Research output: Contribution to journal › Article › peer-review
The Developing Human Connectome Project Neonatal Data Release
Edwards, A. D., Rueckert, D., Smith, S. M., Abo Seada, S., Alansary, A., Almalbis, J., Allsop, J., Andersson, J., Arichi, T., Arulkumaran, S., Bastiani, M., Batalle, D., Baxter, L., Bozek, J., Braithwaite, E., Brandon, J., Carney, O., Chew, A., Christiaens, D. & Chung, R. & 54 others, Colford, K., Cordero-Grande, L., Counsell, S., Cullen, H., Cupitt, J., Curtis, C., Davidson, A., Deprez, M., Dillon, L., Dimitrakopoulou, K., Dimitrova, R., Duff, E. P., Falconer, S., Farahibozorg, S.-R., Fitzgibbon, S. P., Gao, J., Gaspar, A., Harper, N., Harrison, S., Hughes, E., Hutter, J., Jenkinson, M., Jbabdi, S., Jones, E., Karolis, V., Kyriakopoulou, V., Lenz, G., Makropoulos, A., Malik, S., Mason, L., Mortari, F., Nosarti, C., Nunes, R. G., O'Keeffe, C., O'Muircheartaigh, J., Patel, H., Passerat-Palmbach, J., Pietsch, M., Price, A., Robinson, E., Rutherford, M., Schuh, A., Sotiropoulos, S., Steinweg, J., Teixeira, R. P. A. G., Tenev, T., Tournier, J.-D., Tusor, N., Uus, A., Vecchiato, K., Williams, L., Wright, R., Wurie, J. & Hajnal, J., 23 May 2022, In: Frontiers in Neuroscience. 16, 886772.Research output: Contribution to journal › Article › peer-review
The developing brain structural and functional connectome fingerprint
Ciarrusta Monzon, J., Christiaens, D., Fitzgibbon, S., Dimitrova, R., Hutter, J., Hughes, E., Duff, E. P., Price, A., Cordero-Grande, L., Tournier, J.-D., Rueckert, D., Hajnal, J., Arichi, T., McAlonan, G., Edwards, D. & Batalle, D., Jun 2022, In: Developmental Cognitive Neuroscience. 55, 101117.Research output: Contribution to journal › Article › peer-review
Predicting age and clinical risk from the neonatal connectome
Taoudi-Benchekroun, Y., Christiaens, D., Grigorescu, I., Gale-Grant, O., Schuh, A., Pietsch, M., Chew, A., Harper, N., Falconer, S., Poppe, T., Hughes, E., Hutter, J., Price, A., Tournier, J.-D., Cordero-Grande, L., Counsell, S., Rueckert, D., Arichi, T., Hajnal, J. & Edwards, D. & 2 others, Deprez, M. & Batalle, D., 15 Aug 2022, In: NeuroImage. 257, 119319.Research output: Contribution to journal › Article › peer-review
Neonatal multi-modal cortical profiles predict 18-month developmental outcomes
Fenchel, D., Dimitrova, R., Robinson, E., Batalle, D., Chew, A., Falconer, S., Kyriakopoulou, V., Nosarti, C., Hutter, J., Christiaens, D., Pietsch, M., Brandon, J., Hughes, E., Allsop, J., O'Keeffe, C., Price, A., Cordero-Grande, L., Hajnal, J., Schuh, A. & Makropoulos , A. & 6 others, Passerat-Palmbach, J., Bozek , J., Rueckert , D., McAlonan, G., Edwards, D. & O'Muircheartaigh, J., 23 Mar 2022, (Accepted/In press) In: Developmental Cognitive Neuroscience.Research output: Contribution to journal › Article › peer-review
Distinct neurodevelopmental trajectories in groups of very preterm children screening positively for autism spectrum conditions: Autism screening preterm subgroups
Hadaya, L., Vanes, L., Karolis, V. R., Kanel, D., Leoni, M., Happe, F., Edwards, D., Counsell, S., Batalle, D. & Nosarti, C., 24 Oct 2022, In: Journal of Autism and Developmental Disorders.Research output: Contribution to journal › Article › peer-review
Effects of gestational age at birth on perinatal structural brain development in healthy term-born babies
Gale-Grant, O., Fenn-Moltu, S., França, L., Dimitrova, R., Christiaens, D., Cordero-Grande, L., Chew, A., Falconer, S., Harper, N., Price, A., Hutter, J., Hughes, E., O'Muircheartaigh, J., Rutherford, M., Counsell, S., Rueckert, D., Nosarti, C., Hajnal, J., McAlonan, G. & Arichi, T. & 2 others, Edwards, A. D. & Batalle, D., 13 Dec 2021, In: Human Brain Mapping.Research output: Contribution to journal › Article › peer-review
Erratum: The developing human connectome project: Typical and disrupted perinatal functional connectivity (Brain (2021) (awab118) DOI: 10.1093/brain/awab118)
Eyre, M., Fitzgibbon, S. P., Ciarrusta, J., Cordero-Grande, L., Price, A. N., Poppe, T., Schuh, A., Hughes, E., O'Keeffe, C., Brandon, J., Cromb, D., Vecchiato, K., Andersson, J., Duff, E. P., Counsell, S. J., Smith, S. M., Rueckert, D., Hajnal, J. V., Arichi, T. & O'Muircheartaigh, J. & 2 others, Batalle, D. & Edwards, A. D., 1 Sept 2021, In: Brain : a journal of neurology. 144, 9, e80.Research output: Contribution to journal › Comment/debate › peer-review
Uncertainty-Aware Deep Learning Based Deformable Registration
Grigorescu, I., Uus, A., Christiaens, D., Cordero-Grande, L., Hutter, J., Batalle, D., Edwards, A. D., Hajnal, J. V., Modat, M. & Deprez, M., 2021, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021, Held in Conjunction with MICCAI 2021, Proceedings. Sudre, C. H., Licandro, R., Baumgartner, C., Melbourne, A., Dalca, A., Hutter, J., Tanno, R., Abaci Turk, E., Van Leemput, K., Torrents Barrena, J., Wells, W. M. & Macgowan, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 54-63 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12959 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Preterm birth alters the development of cortical microstructure and morphology at term-equivalent age
Dimitrova, R., Pietsch, M., Ciarrusta, J., Fitzgibbon, S. P., Williams, L. Z. J., Christiaens, D., Cordero-Grande, L., Batalle, D., Makropoulos, A., Schuh, A., Price, A. N., Hutter, J., Teixeira, R. P., Hughes, E., Chew, A., Falconer, S., Carney, O., Egloff, A., Tournier, J.-D. & McAlonan, G. & 7 others, Rutherford, M. A., Counsell, S. J., Robinson, E. C., Hajnal, J. V., Rueckert, D., Edwards, A. D. & O’Muircheartaigh, J., 19 Aug 2021, (Accepted/In press) In: NeuroImage.Research output: Contribution to journal › Article › peer-review
Neurodevelopmental Outcomes Following Intrauterine Growth Restriction and Very Preterm Birth
Sacchi, C., O'Muircheartaigh, J., Batalle, D., Counsell, S. J., Simonelli, A., Cesano, M., Falconer, S., Chew, A., Kennea, N., Nongena, P., Rutherford, M. A., Edwards, A. D. & Nosarti, C., Nov 2021, In: Journal of pediatrics. 238, p. 135-144.e10Research output: Contribution to journal › Article › peer-review
Brain network hubs and cognitive performance of survivors of childhood infratentorial tumors
Sleurs, C., Jacobs, S., Counsell, S. J., Christiaens, D., Tournier, J.-D., Sunaert, S., Van Beek, K., Uyttebroeck, A., Deprez, S., Batalle, D. & Lemiere, J., 1 Aug 2021, In: Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology. 161, p. 118-125 8 p.Research output: Contribution to journal › Article › peer-review
Multi-channel 4D parametrized Atlas of Macro- and Microstructural Neonatal Brain Development
Uus, A., Grigorescu, I., Pietsch, M., Batalle, D., Christiaens, D., Hughes, E., Hutter, J., Cordero-Grande, L., Price, A., Tournier, J.-D., Rutherford, M., Counsell, S., Hajnal, J., Edwards, D. & Deprez, M., 20 May 2021, (Accepted/In press) In: Frontiers in Neuroscience. Brain Imaging Methods, 30 p.Research output: Contribution to journal › Article › peer-review
Associations between neonatal brain structure, the home environment and childhood outcomes following very preterm birth
Vanes, L., Hadaya, L., Kanel, D., Falconer, S., Ball, G., Batalle, D., Counsell, S., Edwards, D. & Nosarti, C., 2021, In: Biological Psychiatry: Global Open Science.Research output: Contribution to journal › Article › peer-review
Harmonized segmentation of neonatal brain MRI
Grigorescu, I., Vanes, L., Uus, A., Batalle, D., Cordero-Grande, L., Nosarti, C., Edwards, D., Hajnal, J., Modat, M. & Deprez, M., 25 May 2021, In: Frontiers in Neuroscience. 15, 662005.Research output: Contribution to journal › Article › peer-review
Exploring the relationship between maternal prenatal stress and brain structure in premature neonates
Lautarescu, A., Hadaya, L., Craig, M., Makropoulos, A., Batalle, D., Nosarti, C., Edwards, D., Counsell, S. & Victor, S., 12 Apr 2021, (Accepted/In press) In: PLoS One.Research output: Contribution to journal › Article › peer-review
The developing brain structural and functional connectome fingerprint
Ciarrusta, J., Christiaens, D., Fitzgibbon, S. P., Dimitrova, R., Hutter, J., Hughes, E., Duff, E., Price, A. N., Cordero-Grande, L., Tournier, J.-D., Rueckert, D., Hajnal, J. V., Arichi, T., McAlonan, G., Edwards, A. D. & Batalle, D., 10 Mar 2021, bioRxiv, (bioRxiv).Research output: Working paper/Preprint › Preprint
Phenotyping the Preterm Brain: Characterizing Individual Deviations from Normative Volumetric Development in Two Large Infant Cohorts
Dimitrova, R., Arulkumaran, S., Carney, O., Chew, A., Falconer, S., Ciarrusta, J., Wolfers, T., Batalle, D., Cordero-Grande, L., Price, A. N., Teixeira, R. P. A. G., Hughes, E., Egloff, A., Hutter, J., Makropoulos, A., Robinson, E. C., Schuh, A., Vecchiato, K., Steinweg, J. K. & Macleod, R. & 9 others, Marquand, A. F., McAlonan, G., Rutherford, M. A., Counsell, S. J., Smith, S. M., Rueckert, D., Hajnal, J. V., O'Muircheartaigh, J. & Edwards, A. D., 1 Aug 2021, In: Cerebral Cortex. 31, 8, p. 3665-3677 13 p.Research output: Contribution to journal › Article › peer-review
The Developing Human Connectome Project: typical and disrupted perinatal functional connectivity
Eyre, M., Fitzgibbon, S. P., Ciarrusta, J., Cordero-Grande, L., Price, A. N., Poppe, T., Schuh, A., Hughes, E., O'Keeffe, C., Brandon, J., Cromb, D., Vecchiato, K., Andersson, J., Duff, E. P., Counsell, S. J., Smith, S. M., Rueckert, D., Hajnal, J. V., Arichi, T. & O'Muircheartaigh, J. & 2 others, Batalle, D. & Edwards, A. D., 1 Mar 2021, In: Brain : a journal of neurology.Research output: Contribution to journal › Article › peer-review
Harmonised Segmentation of Neonatal Brain MRI: A Domain Adaptation Approach
Grigorescu, I., Cordero-Grande, L., Batalle, D., Edwards, A. D., Hajnal, J. V., Modat, M. & Deprez, M., 2020, Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis - 1st International Workshop, ASMUS 2020, and 5th International Workshop, PIPPI 2020, Held in Conjunction with MICCAI 2020, Proceedings. Hu, Y., Licandro, R., Noble, J. A., Hutter, J., Melbourne, A., Aylward, S., Abaci Turk, E., Torrents Barrena, J. & Torrents Barrena, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 253-263 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12437 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Diffusion magnetic resonance imaging assessment of regional white matter maturation in preterm neonates
Kimpton, J., Batalle, D., Barnett, M., Hughes, E., Chew, A., Falconer, S., Tournier, J.-D., Alexander, D. C., Zhang, H., Edwards, D. & Counsell, S., 29 Oct 2020, In: Neuroradiology.Research output: Contribution to journal › Article › peer-review
Reduced structural connectivity in cortico-striatal-thalamic network in neonates with congenital heart disease.
Ní Bhroin, M., Abo Seada, S., Bonthrone, A., Kelly, C., Christiaens, D., Schuh, A., Pietsch, M., Hutter, J., Tournier, J.-D., Cordero-Grande, L., Rueckert, D., Hajnal, J., Pushparajah, K., Simpson, J., Edwards, D., Rutherford, M., Counsell, S. & Batalle, D., 15 Sept 2020, In: NeuroImage: Clinical. 28, 102423.Research output: Contribution to journal › Article › peer-review
Investigating altered brain development in infants with congenital heart disease using tensor-based morphometry
Ng, I., Bonthrone, A., Kelly, C., Cordero-Grande, L., Hughes, E., Price, A., Hutter, J., Victor, S., Schuh, A., Rueckert, D., Hajnal, J., Simpson, J., Edwards, D., Rutherford, M., Batalle, D. & Counsell, S., 1 Dec 2020, In: Nature Scientific Reports. 10, 1, 14909.Research output: Contribution to journal › Article › peer-review
Development of Microstructural and Morphological Cortical Profiles in the Neonatal Brain
Fenchel, D., Dimitrova, R., Seidlitz, J., Robinson, E., Batalle, D., Hutter, J., Christiaens, D., Pietsch, M., Brandon, J., Hughes, E., Allsop, J., O'Keeffe, C., Price, A., Cordero-Grande, L., Schuh, A., Makropoulos, A., Passerat-Palmbach, J., Bozek, J., Rueckert, D. & Hajnal, J. & 4 others, Raznahan, A., McAlonan, G., Edwards, D. & O'Muircheartaigh, J., 1 Nov 2020, In: Cerebral Cortex. 30, 11, p. 5767–5779 13 p., 30.Research output: Contribution to journal › Article › peer-review
Parental Age Effects on Neonatal White Matter Development
Gale-Grant, O., Christiaens, D., Cordero-Grande, L., Chew, A., Falconer, S., Makropoulos, A., Harper, N., Price, A., Hutter, J., Hughes, E., Victor, S., Counsell, S., Rueckert, D., Hajnal, J., Edwards, A. D., O'Muircheartaigh, J. & Batalle, D., 26 May 2020, In: NeuroImage: Clinical. 27, 102283.Research output: Contribution to journal › Article › peer-review
Emerging functional connectivity differences in newborn infants vulnerable to autism spectrum disorders
Ciarrusta, J., Dimitrova, R., Batalle, D., O'Muircheartaigh, J., Cordero-Grande, L., Price, A., Hughes, E., Kangas, J., Perry, E., Javed, A., Demilew, J., Hajnal, J., Edwards, A. D., Murphy, D., Arichi, T. & McAlonan, G., 1 Dec 2020, In: Translational psychiatry. 10, 1, 131.Research output: Contribution to journal › Article › peer-review
Cortical thinning and altered functional brain coherence in survivors of childhood sarcoma
Sleurs, C., Blommaert, J., Batalle, D., Verly, M., Sunaert, S., Peeters, R., Lemiere, J., Uyttebroeck, A. & Deprez, S., 25 Apr 2020, In: Brain Imaging and Behavior.Research output: Contribution to journal › Article › peer-review
Heterogeneity in Brain Microstructural Development Following Preterm Birth
Dimitrova, R., Pietsch, M., Christiaens, D., Ciarrusta, J., Wolfers, T., Batalle, D., Hughes, E., Hutter, J., Cordero-Grande, L., Price, A. N., Chew, A., Falconer, S., Vecchiato, K., Steinweg, J. K., Carney, O., Rutherford, M. A., Tournier, J. D., Counsell, S. J., Marquand, A. F. & Rueckert, D. & 4 others, Hajnal, J. V., McAlonan, G., Edwards, A. D. & O'Muircheartaigh, J., 1 Sept 2020, In: Cerebral Cortex. 30, 9, p. 4800-4810 11 p.Research output: Contribution to journal › Article › peer-review
ADHD symptoms and their neurodevelopmental correlates in children born very preterm
Montagna, A., Karolis, V., Batalle, D., Counsell, S. J., Rutherford, M. A., Arulkumaran, S., Happe, F. G. E., Edwards, A. D. & Nosarti, C., 3 Mar 2020, In: PLOS One. 15, 3, p. p. e0224343 e0224343.Research output: Contribution to journal › Article › peer-review
Modelling brain development to detect white matter injury in term and preterm born neonates
O'Muircheartaigh, J., Robinson, E., Pietsch, M., Wolfers, T., Aljabar, P., Cordero Grande, L., Gomes Teixeira, R., Bozek, J., Schuh, A., Makropoulos, A., Batalle, D., Vecchiato, K., Steinweg, J. K., Fitzgibbon, S., Hughes, E., Price, A., Marquand, A., Rueckert, D., Rutherford, M. & Hajnal, J. & 2 others, Counsell, S. J. & Edwards, D., 1 Feb 2020, In: Brain : a journal of neurology. 143, 2, p. 467-479 13 p.Research output: Contribution to journal › Article › peer-review
From pattern classification to stratification: towards conceptualizing the heterogeneity of Autism Spectrum Disorder
Wolfers, T., Floris, D. L., Dinga, R., van Rooij, D., Isakoglou, C., Kia, S. M., Zabihi, M., Llera, A., Chowdanayaka, R., Kumar, V. J., Peng, H., Laidi, C., Batalle, D., Dimitrova, R., Charman, T., Loth, E., Lai, M.-C., Jones, E., Baumeister, S. & Moessnang, C. & 8 others, Banaschewski, T., Ecker, C., Dumas, G., O'Muircheartaigh, J., Murphy, D., Buitelaar, J. K., Marquand, A. F. & Beckmann, C. F., Sept 2019, In: Neuroscience and biobehavioral reviews. 104, p. 240-254 15 p.Research output: Contribution to journal › Review article › peer-review
Social Brain Functional Maturation in Newborn Infants With and Without a Family History of Autism Spectrum Disorder
Ciarrusta, J., O'Muircheartaigh, J., Dimitrova, R., Batalle, D., Cordero-Grande, L., Price, A., Hughes, E., Steinweg, J. K., Kangas, J., Perry, E., Javed, A., Stoencheva, V., Akolekar, R., Victor, S., Hajnal, J., Murphy, D., Edwards, D., Arichi, T. & McAlonan, G., Apr 2019, In: JAMA Network open. 2, 4, e191868.Research output: Contribution to journal › Article › peer-review
News
Patterns of brain connectivity differ between preterm and term babies
A new King’s College London scanning study of 390 babies has shown distinct patterns between term and preterm babies in the dynamic (moment-to-moment)...
Premature birth associated with “profound reduction” in brain connections, say researchers
Premature birth was associated with a profound reduction in connectivity between many brain regions, and with a reconfiguration of the organisation of...
A framework for comparison and interpretation of machine learning classifiers to predict autism on the ABIDE dataset
Dong, Y., Batalle, D. & Deprez, M., 1 Mar 2025, (Accepted/In press) In: Human Brain Mapping.Research output: Contribution to journal › Article › peer-review
Autism common variants associated with white matter alterations at birth: cross-sectional fixel-based analyses of 221 European term-born neonates from the developing human connectome project
Le, H., Bonthrone, A., Uus, A., Fenchel, D., Lautarescu, A., Dimitrakopoulou, K., Edwards, D., Hajnal, J., Counsell, S., Cordero-Grande, L., Christiaens, D., Batalle, D., Pietsch, M., Price, A., Patel, H., Curtis, C., Cullen, H., Deprez, M. & Tournier, J.-D., 21 Jan 2025, (Accepted/In press) In: Translational psychiatry.Research output: Contribution to journal › Article › peer-review
Exploring functional connectivity in clinical and data-driven groups of preterm and term adults
Hadaya, L., Vasa, F., Dimitrakopoulou, K., Saqi, M., Shergill, S., David, E., Batalle, D., Leech, R. & Nosarti, C., 12 Nov 2024, (Accepted/In press) In: Brain Communications. p. 1-32 32 p.Research output: Contribution to journal › Article › peer-review
Clinical, socio-demographic, and parental correlates of early autism traits in a community cohort of toddlers
Gale-Grant, O., Chew, A., Falconer, S., França, L., Fenn-Moltu, S., Hadaya, L., Harper, N., Ciarrusta Monzon, J., Charman, T., Murphy, D., Arichi, T., McAlonan, G., Nosarti, C., Edwards, D. & Batalle, D., Dec 2024, In: Scientific Reports. 14, 1, 8393.Research output: Contribution to journal › Article › peer-review
Aperiodic and Hurst EEG exponents across early human brain development: a systematic review
Stanyard, R., Mason, D., Ellis, C., Dickson, H., Short, R., Batalle, D. & Arichi, T., Aug 2024, In: Developmental Cognitive Neuroscience. 68, 101402.Research output: Contribution to journal › Review article › peer-review
Exploratory evidence for differences in GABAergic regulation of auditory processing in autism spectrum disorder
Huang, Q., Velthuis, H., Pereira, A. C., Ahmad, J., Cooke, S. F., Ellis, C. L., Ponteduro, F. M., Puts, N. A. J., Dimitrov, M., Batalle, D., Wong, N. M. L., Kowalewski, L., Ivin, G., Daly, E., Murphy, D. G. M. & McAlonan, G. M., 18 Oct 2023, In: Translational psychiatry. 13, 1, p. 320 320.Research output: Contribution to journal › Article › peer-review
Dynamic functional connectivity
França, L. G. S., Fenn-Moltu, S. & Batalle, D., 30 Jun 2023, Connectome Analysis: Characterization, Methods, and Analysis. Elsevier, p. 219-245 27 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
Development of neonatal brain functional centrality and alterations associated with preterm birth
Fenn-Moltu, S., Fitzgibbon, S. P., Ciarrusta, J., Eyre, M., Cordero-Grande, L., Chew, A., Falconer, S., Gale-Grant, O., Harper, N., Dimitrova, R., Vecchiato, K., Fenchel, D., Javed, A., Earl, M., Price, A. N., Hughes, E., Duff, E. P., O'muircheartaigh, J., Nosarti, C. & Arichi, T. & 6 others, Rueckert, D., Counsell, S., Hajnal, J. V., Edwards, A. D., Mcalonan, G. & Batalle, D., 1 May 2023, In: Cerebral Cortex. 33, 9, p. 5585-5596 12 p.Research output: Contribution to journal › Article › peer-review
Prenatal exposure to air pollution is associated with structural changes in the neonatal brain
Bos, B., Barratt, B., Batalle, D., Gale-Grant, O., Hughes, E. J., Beevers, S., Cordero-Grande, L., Price, A. N., Hutter, J., Hajnal, J. V., Kelly, F. J., David Edwards, A. & Counsell, S. J., Apr 2023, In: Environment International. 174, 107921.Research output: Contribution to journal › Article › peer-review
Neonatal brain dynamic functional connectivity in term and preterm infants and its association with early childhood neurodevelopment
França, L., Ciarrusta Monzon, J., Gale-Grant, O., Fenn-Moltu, S., Fitzgibbon, S. P., Chew, A., Falconer, S., Dimitrova, R., Cordero-Grande, L., Price, A., Hughes, E., O'Muircheartaigh, J., Duff, E. P., Tuulari, J. J., Deco, G., Counsell, S., Hajnal, J., Nosarti, C., Arichi, T. & Edwards, D. & 2 others, McAlonan, G. & Batalle, D., 8 Feb 2024, In: Nature Communications. 15, 1, p. 16 1 p., 16.Research output: Contribution to journal › Article › peer-review
Prenatal exposure to air pollution is associated with structural changes in the neonatal brain
Bos, B., Barratt, B., Batalle, D., Gale-Grant, O., Hughes, E., Beevers, S., Cordero-Grande, L., Price, A., Hutter, J., Hajnal, J., Kelly, F., Edwards, D. & Counsell, S., 4 Apr 2023, In: Environment International.Research output: Contribution to journal › Article › peer-review
Attention-Driven Multi-channel Deformable Registration of Structural and Microstructural Neonatal Data
Grigorescu, I., Uus, A., Christiaens, D., Cordero-Grande, L., Hutter, J., Batalle, D., Edwards, D., Hajnal, J., Modat, M. & Deprez, M., 22 Sept 2022, Lecture Notes in Computer Science. Springer, Vol. 13575.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
Segmentation of Periventricular White Matter in Neonatal Brain MRI: Analysis of Brain Maturation in Term and Preterm Cohorts
Uus, A. U., Ayub, M. U., Gartner, A., Kyriakopoulou, V., Pietsch, M., Grigorescu, I., Christiaens, D., Hutter, J., Grande, L. C., Price, A., Batalle, D., Counsell, S., Hajnal, J. V., Edwards, A. D., Rutherford, M. A. & Deprez, M., 22 Sept 2022, Perinatal, Preterm and Paediatric Image Analysis - 7th International Workshop, PIPPI 2022, Held in Conjunction with MICCAI 2022, Proceedings. Licandro, R., Licandro, R., Melbourne, A., Hutter, J., Abaci Turk, E. & Macgowan, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 94-104 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13575 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Montelukast reduces grey matter abnormalities and functional deficits in a mouse model of inflammation-induced encephalopathy of prematurity
Yates, A. G., Kislitsyna, E., Alfonso Martin, C., Zhang, J., Sewell, A. L., Goikolea-Vives, A., Cai, V., Alkhader, L. F., Skaland, A., Hammond, B., Dimitrova, R., Batalle, D., Fernandes, C., Edwards, A. D., Gressens, P., Thornton, C. & Stolp, H. B., 29 Oct 2022, In: Journal of neuroinflammation. 19, 1, p. 265 265.Research output: Contribution to journal › Article › peer-review
Parsing brain-behavior heterogeneity in very preterm born children using integrated similarity networks
Hadaya, L., Dimitrakopoulou, K., Vanes, L., Kanel, D., Fenn-Moltu, S., Gale-Grant, O., Counsell, S., Edwards, D., Saqi, M., Batalle, D. & Nosarti, C., Dec 2023, In: Translational psychiatry. 13, 1, 108.Research output: Contribution to journal › Article › peer-review
Development of neonatal brain functional centrality and alterations associated with preterm birth
Fenn-Moltu, S., Fitzgibbon, S. P., Ciarrusta, J., Eyre, M., Cordero-Grande, L., Chew, A., Falconer, S., Gale-Grant, O., Harper, N., Dimitrova, R., Vecchiato, K., Fenchel, D., Javed, A., Earl, M., Price, A., Hughes, E., Duff, E. P., O'Muircheartaigh, J., Nosarti, C. & Arichi, T. & 6 others, Rueckert, D., Counsell, S., Hajnal, J., Edwards, D., McAlonan, G. & Batalle, D., 20 Nov 2022, In: Cerebral Cortex.Research output: Contribution to journal › Article › peer-review
Maternal depressive symptoms, neonatal white matter, and toddler social-emotional development
Lautarescu, A., Bonthrone, A., Pietsch, M., Batalle, D., Cordero-Grande, L., Tournier, J.-D., Christiaens, D., Hajnal, J., Chew, A., Falconer, S., Nosarti, C., Victor, S., Craig, M. C., Edwards, D. & Counsell, S., 9 Aug 2022, (E-pub ahead of print) In: Translational psychiatry. 323 .Research output: Contribution to journal › Article › peer-review
Longitudinal neonatal brain development and socio-demographic correlates of infant outcomes following preterm birth
Vanes, L., Fenn-Moltu, S., Hadaya, L., Fitzgibbon, S. P., Cordero-Grande, L., Price, A., Chew, A., Falconer, S., Arichi, T., Counsell, S., Hajnal, J., Batalle, D., Edwards, D. & Nosarti, C., Jun 2023, In: Developmental Cognitive Neuroscience. 61, 101250.Research output: Contribution to journal › Article › peer-review
Neonatal frontal-limbic connectivity is associated with externalizing behaviours in toddlers with Congenital Heart Disease
Bonthrone, A., Chew, A., Ní Bhroin, M., Morassutti Rech, F., Kelly, C., Christiaens, D., Pietsch, M., Tournier, J.-D., Cordero-Grande, L., Price, A., Egloff Collado, A., Hajnal, J., Pushparajah, K., Simpson, J., Edwards, D., Rutherford, M., Nosarti, C., Batalle, D. & Counsell, S., 17 Aug 2022, In: NeuroImage: Clinical. 36, 103153.Research output: Contribution to journal › Article › peer-review
The Developing Human Connectome Project Neonatal Data Release
Edwards, A. D., Rueckert, D., Smith, S. M., Abo Seada, S., Alansary, A., Almalbis, J., Allsop, J., Andersson, J., Arichi, T., Arulkumaran, S., Bastiani, M., Batalle, D., Baxter, L., Bozek, J., Braithwaite, E., Brandon, J., Carney, O., Chew, A., Christiaens, D. & Chung, R. & 54 others, Colford, K., Cordero-Grande, L., Counsell, S., Cullen, H., Cupitt, J., Curtis, C., Davidson, A., Deprez, M., Dillon, L., Dimitrakopoulou, K., Dimitrova, R., Duff, E. P., Falconer, S., Farahibozorg, S.-R., Fitzgibbon, S. P., Gao, J., Gaspar, A., Harper, N., Harrison, S., Hughes, E., Hutter, J., Jenkinson, M., Jbabdi, S., Jones, E., Karolis, V., Kyriakopoulou, V., Lenz, G., Makropoulos, A., Malik, S., Mason, L., Mortari, F., Nosarti, C., Nunes, R. G., O'Keeffe, C., O'Muircheartaigh, J., Patel, H., Passerat-Palmbach, J., Pietsch, M., Price, A., Robinson, E., Rutherford, M., Schuh, A., Sotiropoulos, S., Steinweg, J., Teixeira, R. P. A. G., Tenev, T., Tournier, J.-D., Tusor, N., Uus, A., Vecchiato, K., Williams, L., Wright, R., Wurie, J. & Hajnal, J., 23 May 2022, In: Frontiers in Neuroscience. 16, 886772.Research output: Contribution to journal › Article › peer-review
The developing brain structural and functional connectome fingerprint
Ciarrusta Monzon, J., Christiaens, D., Fitzgibbon, S., Dimitrova, R., Hutter, J., Hughes, E., Duff, E. P., Price, A., Cordero-Grande, L., Tournier, J.-D., Rueckert, D., Hajnal, J., Arichi, T., McAlonan, G., Edwards, D. & Batalle, D., Jun 2022, In: Developmental Cognitive Neuroscience. 55, 101117.Research output: Contribution to journal › Article › peer-review
Predicting age and clinical risk from the neonatal connectome
Taoudi-Benchekroun, Y., Christiaens, D., Grigorescu, I., Gale-Grant, O., Schuh, A., Pietsch, M., Chew, A., Harper, N., Falconer, S., Poppe, T., Hughes, E., Hutter, J., Price, A., Tournier, J.-D., Cordero-Grande, L., Counsell, S., Rueckert, D., Arichi, T., Hajnal, J. & Edwards, D. & 2 others, Deprez, M. & Batalle, D., 15 Aug 2022, In: NeuroImage. 257, 119319.Research output: Contribution to journal › Article › peer-review
Neonatal multi-modal cortical profiles predict 18-month developmental outcomes
Fenchel, D., Dimitrova, R., Robinson, E., Batalle, D., Chew, A., Falconer, S., Kyriakopoulou, V., Nosarti, C., Hutter, J., Christiaens, D., Pietsch, M., Brandon, J., Hughes, E., Allsop, J., O'Keeffe, C., Price, A., Cordero-Grande, L., Hajnal, J., Schuh, A. & Makropoulos , A. & 6 others, Passerat-Palmbach, J., Bozek , J., Rueckert , D., McAlonan, G., Edwards, D. & O'Muircheartaigh, J., 23 Mar 2022, (Accepted/In press) In: Developmental Cognitive Neuroscience.Research output: Contribution to journal › Article › peer-review
Distinct neurodevelopmental trajectories in groups of very preterm children screening positively for autism spectrum conditions: Autism screening preterm subgroups
Hadaya, L., Vanes, L., Karolis, V. R., Kanel, D., Leoni, M., Happe, F., Edwards, D., Counsell, S., Batalle, D. & Nosarti, C., 24 Oct 2022, In: Journal of Autism and Developmental Disorders.Research output: Contribution to journal › Article › peer-review
Effects of gestational age at birth on perinatal structural brain development in healthy term-born babies
Gale-Grant, O., Fenn-Moltu, S., França, L., Dimitrova, R., Christiaens, D., Cordero-Grande, L., Chew, A., Falconer, S., Harper, N., Price, A., Hutter, J., Hughes, E., O'Muircheartaigh, J., Rutherford, M., Counsell, S., Rueckert, D., Nosarti, C., Hajnal, J., McAlonan, G. & Arichi, T. & 2 others, Edwards, A. D. & Batalle, D., 13 Dec 2021, In: Human Brain Mapping.Research output: Contribution to journal › Article › peer-review
Erratum: The developing human connectome project: Typical and disrupted perinatal functional connectivity (Brain (2021) (awab118) DOI: 10.1093/brain/awab118)
Eyre, M., Fitzgibbon, S. P., Ciarrusta, J., Cordero-Grande, L., Price, A. N., Poppe, T., Schuh, A., Hughes, E., O'Keeffe, C., Brandon, J., Cromb, D., Vecchiato, K., Andersson, J., Duff, E. P., Counsell, S. J., Smith, S. M., Rueckert, D., Hajnal, J. V., Arichi, T. & O'Muircheartaigh, J. & 2 others, Batalle, D. & Edwards, A. D., 1 Sept 2021, In: Brain : a journal of neurology. 144, 9, e80.Research output: Contribution to journal › Comment/debate › peer-review
Uncertainty-Aware Deep Learning Based Deformable Registration
Grigorescu, I., Uus, A., Christiaens, D., Cordero-Grande, L., Hutter, J., Batalle, D., Edwards, A. D., Hajnal, J. V., Modat, M. & Deprez, M., 2021, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021, Held in Conjunction with MICCAI 2021, Proceedings. Sudre, C. H., Licandro, R., Baumgartner, C., Melbourne, A., Dalca, A., Hutter, J., Tanno, R., Abaci Turk, E., Van Leemput, K., Torrents Barrena, J., Wells, W. M. & Macgowan, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 54-63 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12959 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Preterm birth alters the development of cortical microstructure and morphology at term-equivalent age
Dimitrova, R., Pietsch, M., Ciarrusta, J., Fitzgibbon, S. P., Williams, L. Z. J., Christiaens, D., Cordero-Grande, L., Batalle, D., Makropoulos, A., Schuh, A., Price, A. N., Hutter, J., Teixeira, R. P., Hughes, E., Chew, A., Falconer, S., Carney, O., Egloff, A., Tournier, J.-D. & McAlonan, G. & 7 others, Rutherford, M. A., Counsell, S. J., Robinson, E. C., Hajnal, J. V., Rueckert, D., Edwards, A. D. & O’Muircheartaigh, J., 19 Aug 2021, (Accepted/In press) In: NeuroImage.Research output: Contribution to journal › Article › peer-review
Neurodevelopmental Outcomes Following Intrauterine Growth Restriction and Very Preterm Birth
Sacchi, C., O'Muircheartaigh, J., Batalle, D., Counsell, S. J., Simonelli, A., Cesano, M., Falconer, S., Chew, A., Kennea, N., Nongena, P., Rutherford, M. A., Edwards, A. D. & Nosarti, C., Nov 2021, In: Journal of pediatrics. 238, p. 135-144.e10Research output: Contribution to journal › Article › peer-review
Brain network hubs and cognitive performance of survivors of childhood infratentorial tumors
Sleurs, C., Jacobs, S., Counsell, S. J., Christiaens, D., Tournier, J.-D., Sunaert, S., Van Beek, K., Uyttebroeck, A., Deprez, S., Batalle, D. & Lemiere, J., 1 Aug 2021, In: Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology. 161, p. 118-125 8 p.Research output: Contribution to journal › Article › peer-review
Multi-channel 4D parametrized Atlas of Macro- and Microstructural Neonatal Brain Development
Uus, A., Grigorescu, I., Pietsch, M., Batalle, D., Christiaens, D., Hughes, E., Hutter, J., Cordero-Grande, L., Price, A., Tournier, J.-D., Rutherford, M., Counsell, S., Hajnal, J., Edwards, D. & Deprez, M., 20 May 2021, (Accepted/In press) In: Frontiers in Neuroscience. Brain Imaging Methods, 30 p.Research output: Contribution to journal › Article › peer-review
Associations between neonatal brain structure, the home environment and childhood outcomes following very preterm birth
Vanes, L., Hadaya, L., Kanel, D., Falconer, S., Ball, G., Batalle, D., Counsell, S., Edwards, D. & Nosarti, C., 2021, In: Biological Psychiatry: Global Open Science.Research output: Contribution to journal › Article › peer-review
Harmonized segmentation of neonatal brain MRI
Grigorescu, I., Vanes, L., Uus, A., Batalle, D., Cordero-Grande, L., Nosarti, C., Edwards, D., Hajnal, J., Modat, M. & Deprez, M., 25 May 2021, In: Frontiers in Neuroscience. 15, 662005.Research output: Contribution to journal › Article › peer-review
Exploring the relationship between maternal prenatal stress and brain structure in premature neonates
Lautarescu, A., Hadaya, L., Craig, M., Makropoulos, A., Batalle, D., Nosarti, C., Edwards, D., Counsell, S. & Victor, S., 12 Apr 2021, (Accepted/In press) In: PLoS One.Research output: Contribution to journal › Article › peer-review
The developing brain structural and functional connectome fingerprint
Ciarrusta, J., Christiaens, D., Fitzgibbon, S. P., Dimitrova, R., Hutter, J., Hughes, E., Duff, E., Price, A. N., Cordero-Grande, L., Tournier, J.-D., Rueckert, D., Hajnal, J. V., Arichi, T., McAlonan, G., Edwards, A. D. & Batalle, D., 10 Mar 2021, bioRxiv, (bioRxiv).Research output: Working paper/Preprint › Preprint
Phenotyping the Preterm Brain: Characterizing Individual Deviations from Normative Volumetric Development in Two Large Infant Cohorts
Dimitrova, R., Arulkumaran, S., Carney, O., Chew, A., Falconer, S., Ciarrusta, J., Wolfers, T., Batalle, D., Cordero-Grande, L., Price, A. N., Teixeira, R. P. A. G., Hughes, E., Egloff, A., Hutter, J., Makropoulos, A., Robinson, E. C., Schuh, A., Vecchiato, K., Steinweg, J. K. & Macleod, R. & 9 others, Marquand, A. F., McAlonan, G., Rutherford, M. A., Counsell, S. J., Smith, S. M., Rueckert, D., Hajnal, J. V., O'Muircheartaigh, J. & Edwards, A. D., 1 Aug 2021, In: Cerebral Cortex. 31, 8, p. 3665-3677 13 p.Research output: Contribution to journal › Article › peer-review
The Developing Human Connectome Project: typical and disrupted perinatal functional connectivity
Eyre, M., Fitzgibbon, S. P., Ciarrusta, J., Cordero-Grande, L., Price, A. N., Poppe, T., Schuh, A., Hughes, E., O'Keeffe, C., Brandon, J., Cromb, D., Vecchiato, K., Andersson, J., Duff, E. P., Counsell, S. J., Smith, S. M., Rueckert, D., Hajnal, J. V., Arichi, T. & O'Muircheartaigh, J. & 2 others, Batalle, D. & Edwards, A. D., 1 Mar 2021, In: Brain : a journal of neurology.Research output: Contribution to journal › Article › peer-review
Harmonised Segmentation of Neonatal Brain MRI: A Domain Adaptation Approach
Grigorescu, I., Cordero-Grande, L., Batalle, D., Edwards, A. D., Hajnal, J. V., Modat, M. & Deprez, M., 2020, Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis - 1st International Workshop, ASMUS 2020, and 5th International Workshop, PIPPI 2020, Held in Conjunction with MICCAI 2020, Proceedings. Hu, Y., Licandro, R., Noble, J. A., Hutter, J., Melbourne, A., Aylward, S., Abaci Turk, E., Torrents Barrena, J. & Torrents Barrena, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 253-263 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12437 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Diffusion magnetic resonance imaging assessment of regional white matter maturation in preterm neonates
Kimpton, J., Batalle, D., Barnett, M., Hughes, E., Chew, A., Falconer, S., Tournier, J.-D., Alexander, D. C., Zhang, H., Edwards, D. & Counsell, S., 29 Oct 2020, In: Neuroradiology.Research output: Contribution to journal › Article › peer-review
Reduced structural connectivity in cortico-striatal-thalamic network in neonates with congenital heart disease.
Ní Bhroin, M., Abo Seada, S., Bonthrone, A., Kelly, C., Christiaens, D., Schuh, A., Pietsch, M., Hutter, J., Tournier, J.-D., Cordero-Grande, L., Rueckert, D., Hajnal, J., Pushparajah, K., Simpson, J., Edwards, D., Rutherford, M., Counsell, S. & Batalle, D., 15 Sept 2020, In: NeuroImage: Clinical. 28, 102423.Research output: Contribution to journal › Article › peer-review
Investigating altered brain development in infants with congenital heart disease using tensor-based morphometry
Ng, I., Bonthrone, A., Kelly, C., Cordero-Grande, L., Hughes, E., Price, A., Hutter, J., Victor, S., Schuh, A., Rueckert, D., Hajnal, J., Simpson, J., Edwards, D., Rutherford, M., Batalle, D. & Counsell, S., 1 Dec 2020, In: Nature Scientific Reports. 10, 1, 14909.Research output: Contribution to journal › Article › peer-review
Development of Microstructural and Morphological Cortical Profiles in the Neonatal Brain
Fenchel, D., Dimitrova, R., Seidlitz, J., Robinson, E., Batalle, D., Hutter, J., Christiaens, D., Pietsch, M., Brandon, J., Hughes, E., Allsop, J., O'Keeffe, C., Price, A., Cordero-Grande, L., Schuh, A., Makropoulos, A., Passerat-Palmbach, J., Bozek, J., Rueckert, D. & Hajnal, J. & 4 others, Raznahan, A., McAlonan, G., Edwards, D. & O'Muircheartaigh, J., 1 Nov 2020, In: Cerebral Cortex. 30, 11, p. 5767–5779 13 p., 30.Research output: Contribution to journal › Article › peer-review
Parental Age Effects on Neonatal White Matter Development
Gale-Grant, O., Christiaens, D., Cordero-Grande, L., Chew, A., Falconer, S., Makropoulos, A., Harper, N., Price, A., Hutter, J., Hughes, E., Victor, S., Counsell, S., Rueckert, D., Hajnal, J., Edwards, A. D., O'Muircheartaigh, J. & Batalle, D., 26 May 2020, In: NeuroImage: Clinical. 27, 102283.Research output: Contribution to journal › Article › peer-review
Emerging functional connectivity differences in newborn infants vulnerable to autism spectrum disorders
Ciarrusta, J., Dimitrova, R., Batalle, D., O'Muircheartaigh, J., Cordero-Grande, L., Price, A., Hughes, E., Kangas, J., Perry, E., Javed, A., Demilew, J., Hajnal, J., Edwards, A. D., Murphy, D., Arichi, T. & McAlonan, G., 1 Dec 2020, In: Translational psychiatry. 10, 1, 131.Research output: Contribution to journal › Article › peer-review
Cortical thinning and altered functional brain coherence in survivors of childhood sarcoma
Sleurs, C., Blommaert, J., Batalle, D., Verly, M., Sunaert, S., Peeters, R., Lemiere, J., Uyttebroeck, A. & Deprez, S., 25 Apr 2020, In: Brain Imaging and Behavior.Research output: Contribution to journal › Article › peer-review
Heterogeneity in Brain Microstructural Development Following Preterm Birth
Dimitrova, R., Pietsch, M., Christiaens, D., Ciarrusta, J., Wolfers, T., Batalle, D., Hughes, E., Hutter, J., Cordero-Grande, L., Price, A. N., Chew, A., Falconer, S., Vecchiato, K., Steinweg, J. K., Carney, O., Rutherford, M. A., Tournier, J. D., Counsell, S. J., Marquand, A. F. & Rueckert, D. & 4 others, Hajnal, J. V., McAlonan, G., Edwards, A. D. & O'Muircheartaigh, J., 1 Sept 2020, In: Cerebral Cortex. 30, 9, p. 4800-4810 11 p.Research output: Contribution to journal › Article › peer-review
ADHD symptoms and their neurodevelopmental correlates in children born very preterm
Montagna, A., Karolis, V., Batalle, D., Counsell, S. J., Rutherford, M. A., Arulkumaran, S., Happe, F. G. E., Edwards, A. D. & Nosarti, C., 3 Mar 2020, In: PLOS One. 15, 3, p. p. e0224343 e0224343.Research output: Contribution to journal › Article › peer-review
Modelling brain development to detect white matter injury in term and preterm born neonates
O'Muircheartaigh, J., Robinson, E., Pietsch, M., Wolfers, T., Aljabar, P., Cordero Grande, L., Gomes Teixeira, R., Bozek, J., Schuh, A., Makropoulos, A., Batalle, D., Vecchiato, K., Steinweg, J. K., Fitzgibbon, S., Hughes, E., Price, A., Marquand, A., Rueckert, D., Rutherford, M. & Hajnal, J. & 2 others, Counsell, S. J. & Edwards, D., 1 Feb 2020, In: Brain : a journal of neurology. 143, 2, p. 467-479 13 p.Research output: Contribution to journal › Article › peer-review
From pattern classification to stratification: towards conceptualizing the heterogeneity of Autism Spectrum Disorder
Wolfers, T., Floris, D. L., Dinga, R., van Rooij, D., Isakoglou, C., Kia, S. M., Zabihi, M., Llera, A., Chowdanayaka, R., Kumar, V. J., Peng, H., Laidi, C., Batalle, D., Dimitrova, R., Charman, T., Loth, E., Lai, M.-C., Jones, E., Baumeister, S. & Moessnang, C. & 8 others, Banaschewski, T., Ecker, C., Dumas, G., O'Muircheartaigh, J., Murphy, D., Buitelaar, J. K., Marquand, A. F. & Beckmann, C. F., Sept 2019, In: Neuroscience and biobehavioral reviews. 104, p. 240-254 15 p.Research output: Contribution to journal › Review article › peer-review
Social Brain Functional Maturation in Newborn Infants With and Without a Family History of Autism Spectrum Disorder
Ciarrusta, J., O'Muircheartaigh, J., Dimitrova, R., Batalle, D., Cordero-Grande, L., Price, A., Hughes, E., Steinweg, J. K., Kangas, J., Perry, E., Javed, A., Stoencheva, V., Akolekar, R., Victor, S., Hajnal, J., Murphy, D., Edwards, D., Arichi, T. & McAlonan, G., Apr 2019, In: JAMA Network open. 2, 4, e191868.Research output: Contribution to journal › Article › peer-review
News
Patterns of brain connectivity differ between preterm and term babies
A new King’s College London scanning study of 390 babies has shown distinct patterns between term and preterm babies in the dynamic (moment-to-moment)...
Premature birth associated with “profound reduction” in brain connections, say researchers
Premature birth was associated with a profound reduction in connectivity between many brain regions, and with a reconfiguration of the organisation of...