Shanmukh Alle

Institute of Bioinformatics — India

Medicine · Health Sciences

3h-index76citations7works0.02yr avg
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Research Topics

COVID-19 Clinical Research Studies(3), COVID-19 diagnosis using AI(3), Parkinson's Disease Mechanisms and Treatments(2), Voice and Speech Disorders(2), SARS-CoV-2 and COVID-19 Research(1)

Publications7 total

Self-Supervision and Weak Supervision for Accurate and Interpretable Chest X-Ray Classification Models
2023· 1 cited
COVID-19 Risk Stratification and Mortality Prediction in Hospitalized Indian Patients: Harnessing clinical data for public health benefits
PLoS ONE·2022· 33 citedOpen Access
IMLE-Net: An Interpretable Multi-level Multi-channel Model for ECG Classification
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)·2021· 28 citedOpen Access
Clinico-Genomic Analysis Reveals Mutations Associated with COVID-19 Disease Severity: Possible Modulation by RNA Structure
Pathogens·2021· 11 citedOpen Access
Linear Prediction Residual for Efficient Diagnosis of Parkinson's\n Disease from Gait
arXiv (Cornell University)·2021Open Access
Linear Prediction Residual for Efficient Diagnosis of Parkinson’s Disease from Gait
Lecture notes in computer science·2021Open Access
COVID-19 Risk Stratification and Mortality Prediction in Hospitalized Indian Patients
2020· 3 citedOpen Access

Frequent Co-authors

U. Deva Priyakumar(6), Akshay Kanakan(3), A. Karthikeyan(3), Ramanathan Sethuraman(3), Mashrin Srivastava(3), Avinash Chakravarthi(3), Johnny Jacob(3), Madhuri Namagiri(3), Varma Konala(3), Sujeet Jha(3), Rajesh Pandey(3), P. K. Vinod(3), Samreen Siddiqui(2), Akshit Garg(2), Priyanka Mehta(2), Neha Mishra(2), Partha Chattopadhyay(2), Priti Devi(2), Swati Waghdhare(2), Akansha Tyagi(2)