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A. Bharath · SciRah

Researcher profile · Semantic Scholar

A. Bharath

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A. Bharath — researcher profile on SciRah

h-index: 31
Works: 215
Citations: 12K

Most-cited papers

Current and emerging deep-learning methods for the simulation of fluid dynamics
M. Lino, Stathi Fotiadis, A. Bharath, C. Cantwell
2023Proceedings of the Royal Society A124 citations Open access
Semantic Scholar
Multi-scale rotation-equivariant graph neural networks for unsteady Eulerian fluid dynamics
M. Lino, Stathi Fotiadis, A. Bharath, C. Cantwell
2022The Physics of Fluids118 citations Open access
Semantic Scholar
EP-PINNs: Cardiac Electrophysiology Characterisation Using Physics-Informed Neural Networks
Clara Herrero Martín, Alon Oved, R. Chowdhury, Elisabeth Ullmann +3 more
2021Frontiers in Cardiovascular Medicine73 citations Open access
Semantic Scholar
Simulating Continuum Mechanics with Multi-Scale Graph Neural Networks
M. Lino, C. Cantwell, A. Bharath, Stathi Fotiadis
2021arXiv.org72 citations
Semantic Scholar
Rethinking multiscale cardiac electrophysiology with machine learning and predictive modelling
C. Cantwell, Yumnah Mohamied, Konstantinos N. Tzortzis, Stef Garasto +5 more
2018Comput. Biol. Medicine50 citations Open access
Semantic Scholar
LA-Net: A Multi-Task Deep Network for the Segmentation of the Left Atrium
F. Uslu, Marta Varela, G. Boniface, Thakshayene Mahenthran +2 more
2021IEEE Transactions on Medical Imaging48 citations Open access
Semantic Scholar
Machine learning to support visual auditing of home-based lateral flow immunoassay self-test results for SARS-CoV-2 antibodies
Nathan Chun Kin Wong, Sepehr Meshkinfamfard, V. Turbé, M. Whitaker +13 more
2022Communications Medicine45 citations Open access
Semantic Scholar
Efficient Source Camera Identification with Diversity-Enhanced Patch Selection and Deep Residual Prediction
Yun-Xia Liu, Zeyu Zou, Yang Yang, N. Law +1 more
2021Italian National Conference on Sensors45 citations Open access
Semantic Scholar
Comparing recurrent and convolutional neural networks for predicting wave propagation
Stathi Fotiadis, E. Pignatelli, M. Valencia, C. Cantwell +2 more
2020arXiv.org38 citations
Semantic Scholar
Automated Identification of Orthopedic Implants on Radiographs Using Deep Learning.
Ravi Patel, E. H. Thong, V. Batta, A. Bharath +2 more
2021Radiology: Artificial Intelligence33 citations Open access
Semantic Scholar
Analysing Deep Reinforcement Learning Agents Trained with Domain Randomisation
Tianhong Dai, K. Arulkumaran, Tamara Gerbert, Samyakh Tukra +2 more
2019Neurocomputing33 citations Open access
Semantic Scholar
Image Synthesis with a Convolutional Capsule Generative Adversarial Network
Cher Bass, Tianhong Dai, B. Billot, K. Arulkumaran +4 more
2018International Conference on Medical Imaging with Deep Learning29 citations
Semantic Scholar
Automatic Diagnosis Labeling of Cardiovascular MRI by Using Semisupervised Natural Language Processing of Text Reports.
S. Zaman, Camille F Petri, K. Vimalesvaran, J. Howard +5 more
2021Radiology: Artificial Intelligence27 citations Open access
Semantic Scholar
Artificial Intelligence (AI) and rheumatology: a potential partnership.
S. Kothari, Letizia Gionfrida, A. Bharath, S. Abraham
2019Rheumatology26 citations
Semantic Scholar
Towards Fast Simulation of Environmental Fluid Mechanics with Multi-Scale Graph Neural Networks
M. Lino, Stathi Fotiadis, A. Bharath, C. Cantwell
2022arXiv.org22 citations Open access
Semantic Scholar
Approximating the solution to wave propagation using deep neural networks
Wilhelm E. Sorteberg, Stef Garasto, Alison Pouplin, C. Cantwell +1 more
2018arXiv.org22 citations
Semantic Scholar
Diversity-augmented intrinsic motivation for deep reinforcement learning
Tianhong Dai, Ya-Li Du, Meng Fang, A. Bharath
2021Neurocomputing21 citations Open access
Semantic Scholar
Inverting The Generator Of A Generative Adversarial Network (II)
A. Creswell, A. Bharath
2018arXiv.org20 citations
Semantic Scholar
A Multi-task Network to Detect Junctions in Retinal Vasculature
F. Uslu, A. Bharath
2018International Conference on Medical Image Computing and Computer-Assisted Intervention20 citations Open access
Semantic Scholar
TMS-Net: A Segmentation Network Coupled With A Run-time Quality Control Method For Robust Cardiac Image Segmentation
F. Uslu, A. Bharath
2022Comput. Biol. Medicine17 citations Open access
Semantic Scholar
Deep Reinforcement Learning for Subpixel Neural Tracking
Tianhong Dai, M. Dubois, K. Arulkumaran, Jonathan Campbell +6 more
2018International Conference on Medical Imaging with Deep Learning17 citations
Semantic Scholar
Diversity-based Trajectory and Goal Selection with Hindsight Experience Replay
Tianhong Dai, Hengyan Liu, K. Arulkumaran, Guangyu Ren +1 more
2021Pacific Rim International Conference on Artificial Intelligence16 citations Open access
Semantic Scholar
Disentangled Generative Models for Robust Prediction of System Dynamics
Stathi Fotiadis, M. Lino, Shunlong Hu, Stef Garasto +2 more
2021International Conference on Machine Learning15 citations
Semantic Scholar
Episodic Self-Imitation Learning with Hindsight
Tianhong Dai, Hengyan Liu, A. Bharath
2020Electronics14 citations Open access
Semantic Scholar
Approximating the Solution of Surface Wave Propagation Using Deep Neural Networks
Wilhelm E. Sorteberg, Stef Garasto, C. Cantwell, A. Bharath
2019INNSBDDL14 citations Open access
Semantic Scholar
Automated analysis and detection of abnormalities in transaxial anatomical cardiovascular magnetic resonance images: a proof of concept study with potential to optimize image acquisition
J. Howard, S. Zaman, A. Ragavan, K. Hall +10 more
2020The International Journal of Cardiovascular Imaging13 citations Open access
Semantic Scholar
Left Atrial Ejection Fraction Estimation Using SEGANet for Fully Automated Segmentation of CINE MRI
A. Lourenço, E. Kerfoot, C. Dibblin, E. Alskaf +6 more
2020M&Ms and EMIDEC/STACOM@MICCAI13 citations Open access
Semantic Scholar
Simulating Surface Wave Dynamics with Convolutional Networks
M. Lino, C. Cantwell, Stathi Fotiadis, E. Pignatelli +1 more
2020arXiv.org13 citations
Semantic Scholar
Validity of Self-testing at Home With Rapid Severe Acute Respiratory Syndrome Coronavirus 2 Antibody Detection by Lateral Flow Immunoassay
C. Atchison, M. Moshe, Jonathan C. Brown, M. Whitaker +11 more
2022medRxiv12 citations Open access
Semantic Scholar
Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI Segmentation
Christoforos Galazis, Huiyi Wu, Zhuoyu Li, Camille F Petri +2 more
2022STACOM@MICCAI10 citations Open access
Semantic Scholar
Development of a pro-arrhythmic ex vivo intact human and porcine model: cardiac electrophysiological changes associated with cellular uncoupling
J. Brook, Min-Young Kim, Simos Koutsoftidis, David S. Pitcher +19 more
2020Pflügers Archiv: European Journal of Physiology10 citations Open access
Semantic Scholar
Generating Synthetic Data with Formal Privacy Guarantees: State of the Art and the Road Ahead
Viktor Schlegel, A. Bharath, Zi-Long Zhao, Kevin Yee
2025arXiv.org8 citations
Semantic Scholar
Dynamic changes in cell size and corresponding cell fate after optic nerve injury
B. M. Davis, Li Guo, N. Ravindran, E. Shamsher +5 more
2020Scientific Reports7 citations Open access
Semantic Scholar
SynBench: A Benchmark for Differentially Private Text Generation
Yi-Dan Sun, Viktor Schlegel, Srinivasan Nandakumar, Iqra Zahid +8 more
2025arXiv.org6 citations
Semantic Scholar
Evaluating Differentially Private Generation of Domain-Specific Text
Yi-Dan Sun, Viktor Schlegel, Srinivasan Kolumam Nandakumar, Iqra Zahid +6 more
2025International Conference on Information and Knowledge Management6 citations Open access
Semantic Scholar
High-Resolution Maps of Left Atrial Displacements and Strains Estimated With 3D Cine MRI Using Online Learning Neural Networks
Christoforos Galazis, Samuel Shepperd, Emma Brouwer, S. Queirós +6 more
2023IEEE Transactions on Medical Imaging6 citations Open access
Semantic Scholar
PERI-Net: a parameter efficient residual inception network for medical image segmentation
F. Uslu, Cher Bass, A. Bharath
2020Turkish J. Electr. Eng. Comput. Sci.6 citations Open access
Semantic Scholar
Neural Sampling Strategies for Visual Stimulus Reconstruction fromTwo-photon Imaging of Mouse Primary Visual Cortex
Stef Garasto, Wilten Nicola, A. Bharath, S. Schultz
2018bioRxiv6 citations Open access
Semantic Scholar
Quality assurance of late gadolinium enhancement cardiac magnetic resonance images: a deep learning classifier for confidence in the presence or absence of abnormality with potential to prompt real-time image optimization
S. Zaman, K. Vimalesvaran, Digby Chappell, M. Varela +10 more
2024Journal of Cardiovascular Magnetic Resonance5 citations Open access
Semantic Scholar
Detecting Aortic Valve Pathology from the 3-Chamber Cine Cardiac MRI View
K. Vimalesvaran, F. Uslu, S. Zaman, Christoforos Galazis +3 more
2022International Conference on Medical Image Computing and Computer-Assisted Intervention5 citations Open access
Semantic Scholar
Motion Correction Using Deep Learning Neural Networks - Effects of Data Representation
Rifkat Zaydullin, A. Bharath, E. Grisan, K. Christensen-Jeffries +2 more
2022IUS5 citations Open access
Semantic Scholar
Strain maps of the left atrium imaged with a novel high-resolution CINE MRI protocol*
Marta Varela, Sandro Queirós, M. Anjari, Teresa M. Correia +3 more
2020Annual International Conference of the IEEE Engineering in Medicine and Biology Society5 citations Open access
Semantic Scholar
Memory-Efficient Episodic Control Reinforcement Learning with Dynamic Online k-means
A. Agostinelli, K. Arulkumaran, Marta Sarrico, Pierre H. Richemond +1 more
2019arXiv.org5 citations
Semantic Scholar
Generating Realistic Multi-Beat ECG Signals
Paul Pöhl, Viktor Schlegel, Hao Li, A. Bharath
2025International Conference on Digital Signal Processing4 citations Open access
Semantic Scholar
Efficient labelling for efficient deep learning: the benefit of a multiple-image-ranking method to generate high volume training data applied to ventricular slice level classification in cardiac MRI
S. Zaman, K. Vimalesvaran, J. Howard, Digby Chappell +6 more
2023Journal of Medical Artificial Intelligence4 citations Open access
Semantic Scholar
A Recursive Ensemble Learning Approach With Noisy Labels or Unlabeled Data
Yuchen Wang, Yang Yang, Yun-Xia Liu, A. Bharath
2019IEEE Access4 citations Open access
Semantic Scholar
PathMem: Toward Cognition-Aligned Memory Transformation for Pathology MLLMs
Jinyu Li, Yuci Liang, Qian-Kun Li, Xinheng Lyu +6 more
2026arXiv.org3 citations
Semantic Scholar
STPE: An Energy-Efficient Edge-Device Transformer Inference Processor with Multi-Mode Data-Compression Scheme
Zhou Wang, Haochen Du, Vivek Mohan, Jiu-Ren Zhou +8 more
2025International Symposium on Circuits and Systems3 citations
Semantic Scholar
Architectural Exploration of Hybrid Neural Decoders for Neuromorphic Implantable BMI
V. Mohan, Bi-Yan Zhou, Zhou Wang, A. Bharath +2 more
2025International Symposium on Circuits and Systems3 citations Open access
Semantic Scholar
GPE: A High-Performance Edge GNN Inference Processor with Multi-Parallelism Format-Variation Mechanism
Zhou Wang, Haochen Du, Jiu-Ren Zhou, Zhou Shu +8 more
2025International Symposium on Circuits and Systems3 citations
Semantic Scholar

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