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Shanmukh Alle
Shanmukh Alle
Data and Applied Scientist, Microsoft
Verified email at research.iiit.ac.in
Title
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Year
COVID-19 Risk Stratification and Mortality Prediction in Hospitalized Indian Patients: Harnessing clinical data for public health benefits
S Alle, A Kanakan, S Siddiqui, A Garg, A Karthikeyan, P Mehta, N Mishra, ...
PLoS One 17 (3), e0264785, 2022
282022
Imle-net: An interpretable multi-level multi-channel model for ecg classification
L Reddy, V Talwar, S Alle, RS Bapi, UD Priyakumar
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2021
122021
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 10 (9), 1109, 2021
82021
Linear prediction residual for efficient diagnosis of Parkinson’s disease from gait
S Alle, UD Priyakumar
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
42021
COVID-19 risk stratification and mortality prediction in hospitalized Indian patients
S Alle, S Siddiqui, A Kanakan, A Garg, A Karthikeyan, N Mishra, ...
medRxiv, 2020.12. 19.20248524, 2020
32020
Self-Supervision and Weak Supervision for Accurate and Interpretable Chest X-Ray Classification Models
A Talasila, A Karthikeyan, S Alle, M Maity, UD Priyakumar
2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023
2023
Machine Learning for Disease Diagnosis and Severity Assessment
S Alle
International Institute of Information Technology Hyderabad, 2021
2021
COVID-19 Risk Stratification and Mortality Prediction in Hospitalized Indian Patients (preprint)
S Alle, S Siddiqui, A Kanakan, A Garg, A Karthikeyan, N Mishra, ...
2020
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