Conference

2024

Generative artificial intelligence for small molecule drug design

Ganesh Chandan Kanakala, Sriram Devata, Prathit Chatterjee and Udaykumar Deva Priyakumar

Current Opinion in Biotechnology

Self-Supervised Modality-Agnostic Pre-Training of Swin Transformers

Abhiroop Talasila, Maitreya Maity, U. Deva Priyakumar

ISBI 2024

HyperGALE: ASD Classification via Hypergraph G ated Attention with Learnable HyperEdges

Mehul Arora, Chirag S. Jain, Lalith Bharadwaj Baru, Kamalaker Dadi, Bapi Raju S

IJCNN 2024 conference

Lupus Nephritis Subtype Classification with only Slide Level labels

Amit Sharma, Ekansh Chauhan, Megha S Uppin, Liza Rajasekhar, C V Jawahar, P K Vinod

Medical Imaging with Deep Learning ( MIDL, 2024 )

Enhancing Healthcare with Eog: a Novel Approach to Sleep Stage Classification

Suvadeep Maiti, Shivam Kumar Sharma, Raju S. Bapi

International Conference on Acoustics, Speech and Signal Processing ( ICASSP 2024 )

2023

AI-assisted screening of oral potentially malignant disorders using smartphone-based photographic images

Prof. Vinod P.K , C V Jawahar, Ramanathan Sethuraman, Konal Varma

Cancers, MDPI

Gene expression signatures of stepwise progression of Hepatocellular Carcinoma

Manisri Porukala, P K Vinod

PLOS ONE

Single-lead to multi-lead electrocardiogram reconstruction using a modified attention U-Net framework

A Garg, VV Venkataramani, UD Priyakumar

IJCNN 2023

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

Covid-19 Risk Stratification & Mortality prediction in hospitalized Indian Patients: harnessing clinical data for publich health benefits

Shanmukh Alle et al

PLOS ONE 2023

Identification and Characterization of Metabolic Subtypes of Endometrial Cancer using a Systems-Level Approach

Akansha Srivastava, P K Vinod

IJCNN 2023

Dynamic functional connectivity analysis in individuals with Autism Spectrum Disorder

Pindi Krishna Chandraprasad, Kamalaker Dadi, Bapi Raju

IJCNN 2023

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

PREHOST: Host Prediction of coronaviridae family using Machine Learning

Anusha Chaturvedi, Kushal Borkar, U Deva Priyakumar, P.K. Vinod

MICCAI 2023

2022

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

IJCNN 2022

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

Chauhan R, Jawahar CV and Vinod PK

Artificial Intelligence in Cancer Diagnosis and Prognosis, IOP publishing

Exploring histological similarities across cancers from a deep learning perspective

Ashish Menon, Piyush Singh, P. K. Vinod, C V Jawahar

Frontiers in Oncology

Modern AI/ML methods for healthcare: Opportunities and challenges

A Garg, VV Venkataramani, A Karthikeyan, UD Priyakumar

International Conference on Distributed Computing and Internet Technology

Structure - based drug repurposing: Traditional and advanced AI/ML-aided methods

C Choudhury, NA Murugan, UD Priyakumar

Drug Discovery Today

Modified Variable Kernel Length ResNets for Heart Murmur Detection and Clinical Outcome Prediction Using Phonocardiogram Recordings

VV Venkataramani, A Garg, UD Priyakumar

IEEE, CinC

The times They are-a-changing: The effect of COVID-19 Pandemic on online music sharing in India

Tanvi Kamble, Pooja Desur, Amanda Krause, Vinoo Alluri, Ponnurangam Kumaraguru

SocInfo 2022: 13th Conference on social informatics

Mathematical modelling of neurodegeneration

Nishtha P, Vinod PK

iScience (cell press)

A VTA GABAergic computational model of dissociated reward prediction error computation in classical conditioning PDF

P Kaushik, J Naudé, SB Raju, F Alexandre

Science Gate

Inferring miRNA Sponge modules across major neuropsychiatric disorders

Rami Balasubramanian and Vinod P.K.

MICCAI 2022

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

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

2021

Exploring genetic-histologic relationships in breast cancer

Chauhan R, Vinod PK and Jawahar CV

IEEE International Symposium on Biomedical Imaging (ISBI)

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

Cognitive and Motor Learning in Internally-Guided Motor Skills

K Bera, A Shukla, RS Bapi

Frontiers in Psychology

Motor Chunking in Internally Guided Sequencing

K Bera, A Shukla, RS Bapi

Brain Sciences

Numerical Magnitude Affects Accuracy but Not Precision of Temporal Judgments

A Shukla, RS Bapi

Frontiers in Human Neuroscience

Systems-level analysis of transcriptome reorganization during liver regeneration

Manisri Porukala, P.K. Vinod

Molecular Omics

Clinico-genomic analysis reveals mutations associated with COVID-19 disease severity: possible modulation by RNA structure

P Mehta, S Alle, A Chaturvedi, A Swaminathan, S Saifi, R Maurya......

Pathogens

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

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

Md. Qutubuddin, Tilahun Kochito Gibo, Raju S. Bapi, Narri Yadaiah

IEEE Access

A Model of Graph Transactional Coverage Patterns with Applications to Drug Discovery

AS Reddy, PK Reddy, A Mondal, UD Priyakumar

IEEE

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

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

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

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

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

2020

Integrative analysis of DNA methylation and gene expression in Papillary Renal Cell Carcinoma

Noor P S, Vinod PK

Molecular Genetics and Genomics

Recalling a single object: going beyond the capacity debate

Rakesh Sengupta, Christelle M. Lewis,  Raju S. Bapi

ICASSP 2024

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

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

Classification of ECG Heartbeat Arrhythmia: A Review

JR Annam, S Kalyanapu, S Ch, J Somala, SB Raju

Procedia Computer Science, 171, 2020

2018

HED-ID: An Affective Adaptation Model Explaining the Intensity-Duration Relationship of Emotion

ohn Eric Steephen, Siva C. Obbineni, Sneha Kummetha, Raju S. Bapi