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Publication search results
found 26 matches
- 2024
- Shishir Rao
, Mohammad Mamouei, Gholamreza Salimi-Khorshidi, Yikuan Li
, Rema Ramakrishnan
, Abdelaali Hassaïne
, Dexter Canoy
, Kazem Rahimi:
Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records. IEEE Trans. Neural Networks Learn. Syst. 35(4): 5027-5038 (2024) - Manan Tayal, Bhavya Giri Goswami, Karthik Rajgopal, Rajpal Singh, Tejas Rao, Jishnu Keshavan, Pushpak Jagtap, Shishir Kolathaya:
A Collision Cone Approach for Control Barrier Functions. CoRR abs/2403.07043 (2024) - 2023
- Karen Panetta
, Shreyas Kamath K. M
, Shishir Paramathma Rao
, Sos S. Agaian
:
Deep Perceptual Image Enhancement Network for Exposure Restoration. IEEE Trans. Cybern. 53(7): 4718-4731 (2023) - Yikuan Li
, Mohammad Mamouei
, Gholamreza Salimi-Khorshidi, Shishir Rao
, Abdelaali Hassaïne
, Dexter Canoy
, Thomas Lukasiewicz, Kazem Rahimi:
Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records. IEEE J. Biomed. Health Informatics 27(2): 1106-1117 (2023) - 2022
- Karen Panetta
, Rahul Rajendran
, Aruna Ramesh, Shishir Paramathma Rao
, Sos S. Agaian
:
Tufts Dental Database: A Multimodal Panoramic X-Ray Dataset for Benchmarking Diagnostic Systems. IEEE J. Biomed. Health Informatics 26(4): 1650-1659 (2022) - Shishir Rao
, Yikuan Li
, Rema Ramakrishnan
, Abdelaali Hassaïne
, Dexter Canoy
, John G. F. Cleland
, Thomas Lukasiewicz, Gholamreza Salimi Khorshidi, Kazem Rahimi:
An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure. IEEE J. Biomed. Health Informatics 26(7): 3362-3372 (2022) - Ehsan K. Ardestani, Changkyu Kim, Seung Jae Lee, Luoshang Pan, Jens Axboe, Valmiki Rampersad, Banit Agrawal, Fuxun Yu, Ansha Yu, Trung Le, Hector Yuen, Dheevatsa Mudigere, Shishir Juluri, Akshat Nanda, Manoj Wodekar, Krishnakumar Nair, Maxim Naumov, Chris Petersen, Mikhail Smelyanskiy, Vijay Rao:
Supporting Massive DLRM Inference through Software Defined Memory. ICDCS 2022: 302-312 - Shishir Rao, Mohammad Mamouei, Gholamreza Salimi Khorshidi, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, Kazem Rahimi:
Targeted-BEHRT: Deep learning for observational causal inference on longitudinal electronic health records. CoRR abs/2202.03487 (2022) - Yikuan Li, Mohammad Mamouei, Shishir Rao, Abdelaali Hassaïne, Dexter Canoy, Thomas Lukasiewicz, Kazem Rahimi, Gholamreza Salimi Khorshidi:
Clinical outcome prediction under hypothetical interventions - a representation learning framework for counterfactual reasoning. CoRR abs/2205.07234 (2022) - 2021
- Negin Entezari, Evangelos E. Papalexakis, Haixun Wang, Sharath Rao, Shishir Kumar Prasad:
Tensor-based Complementary Product Recommendation. IEEE BigData 2021: 409-415 - Shishir Rao, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, John Cleland, Thomas Lukasiewicz, Gholamreza Salimi Khorshidi, Kazem Rahimi:
An explainable Transformer-based deep learning model for the prediction of incident heart failure. CoRR abs/2101.11359 (2021) - Yikuan Li, Shishir Rao, Mohammad Mamouei, Gholamreza Salimi Khorshidi, Dexter Canoy, Abdelaali Hassaïne, Thomas Lukasiewicz:
Risk factor identification for incident heart failure using neural network distillation and variable selection. CoRR abs/2102.12936 (2021) - Yikuan Li, Mohammad Mamouei, Gholamreza Salimi Khorshidi, Shishir Rao, Abdelaali Hassaïne, Dexter Canoy, Thomas Lukasiewicz, Kazem Rahimi:
Hi-BEHRT: Hierarchical Transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records. CoRR abs/2106.11360 (2021) - José Roberto Ayala Solares, Yajie Zhu, Abdelaali Hassaïne, Shishir Rao, Yikuan Li, Mohammad Mamouei, Dexter Canoy, Kazem Rahimi, Gholamreza Salimi Khorshidi:
Transfer Learning in Electronic Health Records through Clinical Concept Embedding. CoRR abs/2107.12919 (2021) - Ehsan K. Ardestani, Changkyu Kim, Seung Jae Lee, Luoshang Pan, Valmiki Rampersad, Jens Axboe, Banit Agrawal, Fuxun Yu, Ansha Yu, Trung Le, Hector Yuen, Shishir Juluri, Akshat Nanda, Manoj Wodekar, Dheevatsa Mudigere, Krishnakumar Nair, Maxim Naumov, Chris Peterson, Mikhail Smelyanskiy, Vijay Rao:
Supporting Massive DLRM Inference Through Software Defined Memory. CoRR abs/2110.11489 (2021) - 2020
- Abdelaali Hassaïne, Dexter Canoy
, José Roberto Ayala Solares, Yajie Zhu, Shishir Rao, Yikuan Li, Mariagrazia Zottoli, Kazem Rahimi
, Gholamreza Salimi Khorshidi:
Learning multimorbidity patterns from electronic health records using Non-negative Matrix Factorisation. J. Biomed. Informatics 112: 103606 (2020) - Karen Panetta, Arash Samani
, Xin Yuan, Qianwen Wan
, Sos S. Agaian
, Srijith Rajeev
, Shreyas Kamath K. M
, Rahul Rajendran, Shishir Paramathma Rao
, Aleksandra Kaszowska
, Holly A. Taylor:
A Comprehensive Database for Benchmarking Imaging Systems. IEEE Trans. Pattern Anal. Mach. Intell. 42(3): 509-520 (2020) - Vidyadhar Rao, Shishira S, Sithu D. Sudarsan:
Machine Vision based Automation to Improve Process and Quality Control in Rolling Mills§. ETFA 2020: 565-572 - Yikuan Li
, Shishir Rao, Abdelaali Hassaïne, Rema Ramakrishnan, Yajie Zhu, Dexter Canoy, Gholamreza Salimi Khorshidi, Thomas Lukasiewicz, Kazem Rahimi:
Deep Bayesian Gaussian Processes for Uncertainty Estimation in Electronic Health Records. CoRR abs/2003.10170 (2020) - 2019
- S. Shishira, Vidyadhar Rao, Sithu D. Sudarsan:
Proximity Contours: Vision based Detection and Tracking of Objects in Manufacturing Plants using Industrial Control Systems. INDIN 2019: 1021-1026 - Abdelaali Hassaïne, Dexter Canoy, José Roberto Ayala Solares
, Yajie Zhu, Shishir Rao, Yikuan Li
, Kazem Rahimi, Gholamreza Salimi Khorshidi:
Learning Multimorbidity Patterns from Electronic Health Records Using Non-negative Matrix Factorisation. CoRR abs/1907.08577 (2019) - Yikuan Li, Shishir Rao, José Roberto Ayala Solares
, Abdelaali Hassaïne, Dexter Canoy, Yajie Zhu, Kazem Rahimi, Gholamreza Salimi Khorshidi:
BEHRT: Transformer for Electronic Health Records. CoRR abs/1907.09538 (2019) - 2016
- Sos S. Agaian, Marzena (Mary Ann) Mulawka, Rahul Rajendran, Shishir P. Rao
, Shreyas Kamath K. M
, Srijith Rajeev:
A comparative study of image feature detection and matching algorithms for touchless fingerprint systems. Image Processing: Algorithms and Systems 2016: 1-9 - Rahul Rajendran, Shishir Paramathma Rao, Sos S. Agaian, Michael Liss:
A novel technique to enhance low resolution CT and magnetic resonance images. SummerSim 2016: 31 - Rahul Rajendran, Shishir Paramathma Rao
, Sos S. Agaian
, Karen Panetta:
A versatile edge preserving image enhancement approach for medical images using guided filter. SMC 2016: 2341-2346 - 1987
- Shishir Pardikar, Mahesh Vaidya, S. S. S. P. Rao:
GKS implementation: A case study. Comput. Graph. 11(2): 75-78 (1987)
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