29 citations · 33 across the 6 of their papers we have counts for
7 papers
Thoracic Fluid Measurements by Bioimpedance: A Comprehensive Survey
Manender Yadav, Shreyansh Shukla, Varsha Kiron +2
Bioimpedance is an extensively studied non-invasive technique with diverse applications in biomedicine. This comprehensive review delves into the foundational concepts, technical i…
Self-Supervised Modality-Agnostic Pre-Training of Swin Transformers
Abhiroop Talasila, Maitreya Maity, U. Deva Priyakumar
Unsupervised pre-training has emerged as a transformative paradigm, displaying remarkable advancements in various domains. However, the susceptibility to domain shift, where pre-tr…
IMLE-Net: An Interpretable Multi-level Multi-channel Model for ECG Classification
Likith Reddy, Vivek Talwar, Shanmukh Alle +2
Early detection of cardiovascular diseases is crucial for effective treatment and an electrocardiogram (ECG) is pivotal for diagnosis. The accuracy of Deep Learning based methods f…
APObind: A Dataset of Ligand Unbound Protein Conformations for Machine Learning Applications in De Novo Drug Design
Rishal Aggarwal, Akash Gupta, U Deva Priyakumar
Protein-ligand complex structures have been utilised to design benchmark machine learning methods that perform important tasks related to drug design such as receptor binding site…
Linear Prediction Residual for Efficient Diagnosis of Parkinson's Disease from Gait
Shanmukh Alle, U. Deva Priyakumar
Parkinson's Disease (PD) is a chronic and progressive neurological disorder that results in rigidity, tremors and postural instability. There is no definite medical test to diagnos…
MMBERT: Multimodal BERT Pretraining for Improved Medical VQA
Yash Khare, Viraj Bagal, Minesh Mathew +3
Images in the medical domain are fundamentally different from the general domain images. Consequently, it is infeasible to directly employ general domain Visual Question Answering…
Urea destabilizes RNA by forming stacking interactions and multiple hydrogen bonds with nucleic acid bases
U. Deva Priyakumar, Changbong Hyeon, D. Thirumalai +1
Urea titration of RNA by urea is an effective approach to investigate the forces stabilizing this biologically important molecule. We used all atom molecular dynamics simulations u…