Professor Manasi Nandi Academics Supervisors Professor, Integrative Pharmacology Research subject areas Cardiovascular Pharmacology Contact details manasi.nandi@kcl.ac.uk +44 (0) 20 7848 4446
Hypertension screening via awake-sleep differences in photoplethysmogram signals Attractor Image-Based Deep Learning of Arterial Pulse Waves for Age Classification Attractor Image-Based Deep Learning of Arterial Pulse Waves for Age Classification Female Mice Are Not More Variable Than Males: Evidence From Continuous Glucose Monitoring in Normoglycaemic C57BL/6 Mice Benchmark Problems and Benchmark Datasets for the evaluation of Machine and Deep Learning methods on Photoplethysmography signals: the D4 report from the QUMPHY project Attractor Image-Based Deep Learning of Arterial Pulse Waves for Age Classification Machine-learning for photoplethysmography analysis: Benchmarking feature, image, and signal-based approaches Classification of paroxysmal atrial fibrillation using sinus rhythm electrocardiograms using the symmetric projection attractor reconstruction method Real-time classification of blood pressure changes using photoplethysmography and deep learning Detection of contractility changes in the heart from arterial blood pressure data using symmetric Projection Attractor Reconstruction Symmetric Projection Attractor Reconstruction: Sex Differences in the ECG Machine-learning for photoplethysmography analysis: Benchmarking feature, image, and signal-based approaches CAN WE MAKE BETTER USE OF ROUTINE PHYSIOLOGICAL SIGNALS? USING MATHS TO IMPROVE THE SENSITIVITY OF DETECTING DRUG OR DISEASE‐INDUCED CHANGES Novel waveform analysis reveals persistent pathophysiological changes in rodent model of pulmonary fibrosis Unified Language for Knowledge Dissemination: The Vascular Ageing Glossary, an Initiative by VascAgeNet Using Photoplethysmography to Detect Real-time Blood Pressure Changes with a Calibration-free Deep Learning Model Advanced waveform analysis of the photoplethysmogram signal using complementary signal processing techniques for the extraction of biomarkers of cardiovascular function Novel breathing pattern analysis: Symmetric Projection Attractor Reconstruction improves identification of impending COPD re-exacerbations – a retrospective cohort analysis Noninvasive hemodynamic indices of vascular aging: an in silico assessment Cardiovascular waveforms - can we extract more from routine signals? Symmetric Projection Attractor Reconstruction (SPAR): advanced respiratory pattern analysis provides additional biomarkers of COPD SPAR (Symmetric Projection Attractor Reconstruction): Identifying novel respiratory biomarkers from waveform morphology and variability Symmetric Projection Attractor Reconstruction: Analysis of waveform morphology predicts COPD exacerbations Enhancing Techniques for Determining Inflammatory Edema Formation and Neutrophil Accumulation in Murine Skin The glucose tolerance test in mice: Sex, drugs and protocol SPAR (Symmetric Projection Attractor Reconstruction): Identifying novel respiratory biomarkers from waveform morphology and variability. Measurement of the cardiac time intervals of the fetal ECG utilising a computerised algorithm: A retrospective observational study Detecting paroxysmal atrial fibrillation from normal sinus rhythm in equine athletes using Symmetric Projection Attractor Reconstruction and machine learning Symmetric Projection Attractor Reconstruction: Inter-Individual Differences in the ECG The use of mice in diabetes research: The impact of experimental protocols Symmetric Projection Attractor Reconstruction: Sex Differences in the ECG Symmetric Projection Attractor Reconstruction analysis of murine electrocardiograms: Retrospective prediction of Scn5a+/- genetic mutation attributable to Brugada syndrome CN128: A New Orally Active Hydroxypyridinone Iron Chelator Rethinking animal models of sepsis - working towards improved clinical translation whilst integrating the 3Rs Extracting new information from old waveforms: Symmetric projection attractor reconstruction: Where maths meets medicine Extracting new information from old waveforms: Symmetric Projection Attractor Reconstruction - where maths meets medicine: Symmetric Projection Attractor Reconstruction Continuous Glucose Monitoring in Conscious Unrestrained Mice Deep Learning Applied to Attractor Images Derived from ECG Signals for Detection of Genetic Mutation Investigating the Response to Dofetilide with Symmetric Projection Attractor Reconstruction of the Electrocardiogram Nitric Oxide Modulates Metabolic Remodeling in Inflammatory Macrophages through TCA Cycle Regulation and Itaconate Accumulation A novel method to quantify arterial pulse waveform morphology: attractor reconstruction for physiologists and clinicians L-phenylalanine restores vascular function in spontaneously hypertensive rats through activation of the GCH1-GFRP complex Curriculum for the use of research animals Beyond HRV: attractor reconstruction using the entire cardiovascular waveform data for novel feature extraction Tail-Cuff Technique and Its Influence on Central Blood Pressure in the Mouse Platelet depletion impairs host defence to pulmonary infection with Pseudomonas aeruginosa in mice Beyond HRV: Analysis of ECG Signals using Attractor Reconstruction A Novel α-Calcitonin Gene-Related Peptide Analogue Protects Against End-Organ Damage in Experimental Hypertension, Cardiac Hypertrophy and Heart Failure Clinical Applications of Attractor Reconstruction Analysis Diabetes in rats is cured by islet transplantation…but only during daytime View all publications
27 August 2024 New medical breakthrough cuts stress in research animals A new way to accurately measure heart function in research animals has the potential to make drug…