2023
Single-lead to multi-lead electrocardiogram reconstruction using a modified attention U-Net framework
A Garg, VV Venkataramani, UD Priyakumar , IJCNN
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Self-Supervision and weak supervision for accurate and interpretable Chest X-ray Classification Models
A.Talasila, A.Karthikeyan, S.Alle, M,Maity, UD Priyakumar, IJCNN 2023
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Covid-19 Risk Stratification & Mortality prediction in hospitalized Indian Patients: harnessing clinical data for publich health benefits
Shanmukh Alle et al, PLOS ONE 2023
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Identification and Characterization of Metabolic Subtypes of Endometrial Cancer using a Systems-Level Approach
Akansha Srivastava, P K Vinod , IJCNN 2023
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Dynamic functional connectivity analysis in individuals with Autism Spectrum Disorder
Pindi Krishna Chandraprasad, Kamalaker Dadi, Bapi Raju IJCNN 2023
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Network diffusion-based approach for survival prediction and identification of biomarkers using multi-omics data of papillary renal cell carcinoma
Keerthi S Shetty, Aswin Jose, Mihir Bani, P K Vinod , MICCAI 2023
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PREHOST: Host Prediction of coronaviridae family using Machine Learning
Anusha Chaturvedi, Kushal Borkar, U Deva Priyakumar, P.K. Vinod MICCAI 2023
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2022
Modified Variable Kernel Length ResNets for Heart Murmur Detection and Clinical Outcome Prediction Using Phonocardiogram Recordings
VV Venkataramani, A Garg, UD Priyakumar IEEE, CinC
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Inferring miRNA Sponge modules across major neuropsychiatric disorders
Rami Balasubramanian and Vinod P.K. , MICCAI 2022
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Ayu -Characterization of Healthy Aging from Neuroimaging Data with Deep Learning and rsfMRI
Kushal Borkar, Anusha Chaturvedi, Vinod P.K., S Bapi Raju , MICCAI 2022
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mulEEG: A Multi-View Representation Learning on EEG Signals
Vamsi Kumar, Likith Reddy, Shivam Kumar Sharma, Kamalakar Dadi, Chiranjeevi Yarra, Bapi S. Raju, Srijithesh Rajendran , MICCAI 2022
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2021
A Model of Graph Transactional Coverage Patterns with Applications to Drug Discovery
AS Reddy, PK Reddy, A Mondal, UD Priyakumar , IEEE
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IMLE-Net: An Interpretable Multi-level Multi-channel Model for ECG Classification
Likith Reddy; Vivek Talwar; Shanmukh Alle; Raju. S. Bapi; U. Deva Priyakumar, IEEE International Conference on Systems, Man, and Cybernetics (SMC),2021
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MMBERT: Multimodal BERT Pretraining for Improved Medical VQA
Yash Khare, Viraj Bagal, Minesh Mathew, Adithi Devi, U. Deva Priyakumar and C. V. Jawahar, IEEE International Symposium on Biomedical Imaging (ISBI),2021
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Exploring genetic-histologic relationships in breast cancer
Chauhan R, Vinod PK and Jawahar CV, IEEE International Symposium on Biomedical Imaging (ISBI),2021
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Interactive Learning for Assisting Whole Slide Image Annotation
Ashish Menon, Piyush Singh, P. K. Vinod, C V Jawahar, Asian Conference on Pattern Recognition (ACPR), 2021
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Linear Prediction Residual for Efficient Diagnosis of Parkinson's Disease from Gait
S Alle, UD Priyakumar, International Conference on Medical Image Computing and Computer-Assisted Intervention, 2021
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2020
Chemically interpretable graph interaction network for prediction of pharmacokinetic properties of drug-like molecules
Y Pathak, S Laghuvarapu, S Mehta, U Priyakumar, AAAI Conference on Artificial Intelligence
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Chemically interpretable graph interaction network for prediction of pharmacokinetic properties of drug-like molecules
Y Pathak, S Laghuvarapu, S Mehta, U Priyakumar, 34th AAAI Conference, NewYork, 2020
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Classification of ECG Heartbeat Arrhythmia: A Review
JR Annam, S Kalyanapu, S Ch, J Somala, SB Raju, Procedia Computer Science, 171, 2020
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