ICU mortality prediction: a classification algorithm for imbalanced datasets S Bhattacharya, V Rajan, H Shrivastava Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 91 | 2017 |
Synthetic PPG generation from haemodynamic model with baroreflex autoregulation: a Digital twin of cardiovascular system O Mazumder, D Roy, S Bhattacharya, A Sinha, A Pal 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 72 | 2019 |
Studies on the immunogenic potential of plant-expressed cholera toxin B subunit D Jani, NK Singh, S Bhattacharya, LS Meena, Y Singh, SN Upadhyay, ... Plant Cell Reports 22, 471-477, 2004 | 68 | 2004 |
Predicting complications in critical care using heterogeneous clinical data V Huddar, BK Desiraju, V Rajan, S Bhattacharya, S Roy, CK Reddy IEEE Access 4, 7988-8001, 2016 | 58 | 2016 |
A LASSO-penalized BIC for mixture model selection S Bhattacharya, PD McNicholas Advances in Data Analysis and Classification 8 (1), 45-61, 2014 | 49 | 2014 |
Dependency Clustering of Mixed Data with Gaussian Mixture Copulas. V Rajan, S Bhattacharya IJCAI, 1967-1973, 2016 | 47 | 2016 |
Classification with imbalance: A similarity-based method for predicting respiratory failure H Shrivastava, V Huddar, S Bhattacharya, V Rajan 2015 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2015 | 39 | 2015 |
A novel classification method for predicting acute hypotensive episodes in critical care S Bhattacharya, V Rajan, V Huddar Proceedings of the 5th ACM Conference on Bioinformatics, Computational …, 2014 | 36 | 2014 |
Predicting postoperative acute respiratory failure in critical care using nursing notes and physiological signals V Huddar, V Rajan, S Bhattacharya, S Roy 2014 36th Annual International Conference of the IEEE Engineering in …, 2014 | 33 | 2014 |
Automated lung sound analysis for detecting pulmonary abnormalities S Datta, AD Choudhury, P Deshpande, S Bhattacharya, A Pal 2017 39th Annual International Conference of the Ieee Engineering in …, 2017 | 31 | 2017 |
Crowdcontrol: An online learning approach for optimal task scheduling in a dynamic crowd platform V Rajan, S Bhattacharya, LE Celis, D Chander, K Dasgupta, S Karanam Proceedings of ICML Workshop: Machine Learning Meets Crowdsourcing 2, 2013 | 31 | 2013 |
Synthetic PPG signal generation to improve coronary artery disease classification: Study with physical model of cardiovascular system O Mazumder, R Banerjee, D Roy, S Bhattacharya, A Ghose, A Sinha IEEE Journal of Biomedical and Health Informatics 26 (5), 2136-2146, 2022 | 28 | 2022 |
Gaussian mixture copulas for high-dimensional clustering and dependency-based subtyping SR Kasa, S Bhattacharya, V Rajan Bioinformatics 36 (2), 621-628, 2020 | 28 | 2020 |
Unsupervised learning using Gaussian mixture copula model S Bhattacharya, V Rajan 21st International Conference on Computational Statistics (COMPSTAT 2014 …, 2014 | 28 | 2014 |
A statistical model for stroke outcome prediction and treatment planning A Sengupta, V Rajan, S Bhattacharya, GRK Sarma 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 26 | 2016 |
Clinical decision support for stroke using multi–view learning based models for nihss scores V Rajan, S Bhattacharya, R Shetty, A Sitaram, G Vivek Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2016 …, 2016 | 25 | 2016 |
System and method for predicting health condition of a patient H Shrivastava, V Huddar, S Bhattacharya, V Rajan US Patent 11,087,879, 2021 | 23 | 2021 |
Time series and morphological feature extraction for classifying coronary artery disease from photoplethysmogram R Banerjee, S Bhattacharya, S Alam 2018 IEEE International conference on acoustics, speech and signal …, 2018 | 23 | 2018 |
Methods and systems for predicting mortality of a patient S Bhattacharya, V Rajan, H Shrivastava US Patent 10,463,312, 2019 | 16 | 2019 |
A dual boundary classifier for predicting acute hypotensive episodes in critical care S Bhattacharya, V Huddar, V Rajan, CK Reddy PloS one 13 (2), e0193259, 2018 | 16 | 2018 |