Healthcare

Likith Reddy; Vivek Talwar; Shanmukh Alle; Raju. S. Bapi; U. Deva Priyakumar,IEEE International Conference on Systems, Man, and Cybernetics (SMC),2021. [pdf]

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. [pdf]

Exploring genetic-histologic relationships in breast cancer

Chauhan R, Vinod PK and Jawahar CV,IEEE International Symposium on Biomedical Imaging (ISBI),2021. [pdf]

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. [pdf]

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. [pdf]

2020

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. [pdf]

Classification of ECG Heartbeat Arrhythmia: A Review

JR Annam, S Kalyanapu, S Ch, J Somala, SB Raju, Procedia Computer Science, 171, 2020. [pdf]

List of Journal Publications

2022

The Times They Are-a-Changin”: The Effect of the Covid-19 Pandemic on Online Music Sharing in India

Desur, P., Kamble, T., Krause, A., Kumaraguru, P., Alluri, V. ,Journal of ,2022. [pdf]

Modern AI/ML Methods for Healthcare: Opportunities and Challenges

Akshit Garg, Vijay Vignesh Venkataramani, Akshaya Karthikeyan, U. Deva Priyakumar ,Journal of ,2022. [pdf]

Bytes, Pixels, & Bases: Machine Learning in Imaging-omics for Renal Cell Carcinoma

Chauhan R, Jawahar CV and Vinod P K ,Artificial Intelligence in Cancer Diagnosis and Prognosis, IOP publishing ,2022. [pdf]

Mathematical modelling of neurodegeneration

Nishtha P, Vinod P K ,Journal of Frontiers in Oncology ,2022. [pdf]

Deep Learning approach for classification and interpretation of Autism Spectrum Disorder

Krishna Chandra Prasad Pindi, Yash Khare, Vinod P.K., Bapi Raju S, Kamalaker Dadi ,Journal ofFrontiers in Oncology ,2022. [pdf]

Exploring histological similarities across cancers from a deep learning perspective

Ashish Menon, Piyush Singh, P. K. Vinod, C V Jawahar ,Journal ofFrontiers in Oncology ,2022. [pdf]

Systems-level analysis of transcriptome reorganization during liver regeneration

Manisri Porukala, P.K. Vinod ,Journal of Molecular Omics ,2022. [pdf]

2021

Motor Learning Behaviors involved in Internally-Guided Motor Skill Learning

K Bera, A Shukla, RS Bapi ,Journal of Frontiers in Psychology,2021. [pdf]

Artificial Intelligence:Machine Learning for Chemical Sciences

Akshaya Karthikeyan, U. Deva Priyakumar,Journal of Chemical Sciences,2021. [pdf]

Molecular Representations for Machine Learning Applications in Chemistry

Shampa Raghunathan, U. Deva Priyakumar,International Journal of Quantum Chemistry ,2021. [pdf]

Learning Atomic Interactions through Solvation Free Energy Prediction Using Graph Neural Networks

Yashaswi Pathak, Sarvesh Mehta, U Deva Priyakumar,Journal of Chemical Information and Modeling,61,2,2021. [pdf]

Machine learning based clinical decision support system for early covid-19 mortality prediction

A Karthikeyan, A Garg, PK Vinod, UD Priyakumar,Frontiers in Public health,2021. [pdf]

Numerical Magnitude Affects Accuracy but Not Precision of Temporal Judgments

A Shukla, RS Bapi, Frontiers in Human Neuroscience, 14, 2021. [pdf]

Motor Chunking in Internally Guided Sequencing

K Bera, A Shukla, RS Bapi, Brain Sciences, 11, 3, 2021. [pdf]

Learning Behaviors involved in Internally-Guided Motor Skill Learning

K Bera, A Shukla, RS Bapi, Frontiers in Psychology, 12, 2021. [pdf]

DeepPocket: Ligand Binding Site Detection and Segmentation using 3D Convolutional Neural Networks

R Aggarwal, A Gupta, V Chelur, CV Jawahar, UD Priyakumar,American Chemical Society, 2021. [pdf]

MolGPT: Molecular Generation using a Transformer-Decoder Model

V Bagal, R Aggarwal, PK Vinod, UD Priyakumar, 2021. [pdf]

MEMES: Machine learning framework for Enhanced MolEcular Screening

S Mehta, S Laghuvarapu, Y Pathak, A Sethi, M Alvala, UD Priyakumar,Journal of Chemical Sciences, 12, 35, 2021. [pdf]

APObind: A Dataset of Ligand Unbound Protein Conformations for Machine Learning Applications in De Novo Drug Design

R Aggarwal, A Gupta, UD Priyakumar, arXiv, 2021. [pdf]

Brain Affective System Inspired Control Architecture: An Application to Nonlinear System

Md. Qutubuddin, Tilahun Kochito Gibo, Raju S. Bapi, Narri Yadaiah, IEEE Access, 9, 2021. [pdf]

Effects of Meditation on Structural Changes of the Brain in Patients With Mild Cognitive Impairment or Alzheimer’s Disease Dementia

Dwivedi M, Dubey N, Pansari AJ, Bapi RS, Das M, Guha M, Banerjee R, Pramanick G, Basu J and Ghosh A, Frontiers in Human Neuroscience, 2021. [pdf]

SCONES: Self-Consistent Neural Network for Protein Stability Prediction Upon Mutation

YS BL, S Raghunathan, UD Priyakumar, The Journal of Physical Chemistry, 2021. [pdf]

MoleGuLAR: Molecule Generation using Reinforcement Learning with Alternating Rewards

M Goel, S Raghunathan, S Laghuvarapu, UD Priyakumar, Journal of Chemical Information and Modeling, 2021. [pdf]

Clinico-Genomic AnalysisModulation by RNA Reveals Mutations Associated with Covid-19 Diisease Severity: Possible Modulation by RNA Structure

P Mehta, S Alle, A Chaturvedi, A Swaminathan, S Saifi, R Maurya, Pathogens, 10, 9, 2021. [pdf]

Host metabolic reprogramming in response to SARS-CoV-2 infection: A system biology approach

STR Moolamalla, R Balasubramanian, R Chauhan, UD Priyakumar, PK Vinod, Microbial Pathogenesis, 158, 2021. [pdf]

Benchmark study on deep neural network potentials for small organic molecules

Rohit Modee, Siddhartha Laghuvarapu, U. Deva Priyakumar, Journal of Computational Chemistry, 2021. [pdf]