Shriprasad R. Deshpande

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 9

Top Topics

Image Generation

Hybrid Generative Discriminative

Multiple Instance

Patient Monitoring

Top Venues

Publications

Felipe O. Giuste, Ryan Sequeira, Vikranth Keerthipati, Peter Lais, Ali Mirzazadeh, Arshawn Mohseni, Yuanda Zhu, Wenqi Shi, Benoit Marteau, Yishan Zhong, Li Tong, Bibhuti Das, Bahig M. Shehata, Shriprasad R. Deshpande, May D. Wang
Explainable synthetic image generation to improve risk assessment of rare pediatric heart transplant rejection. J. Biomed. Informatics 139 (2023)
Han Bao, Jie Deng, Shihao Xing, Yishan Zhong, Wenqi Shi, Benoit Marteau, Bibhuti Das, Bahig M. Shehata, Shriprasad R. Deshpande, May D. Wang
Rare Heart Transplant Rejection Classification Using Diffusion-Based Synthetic Image Augmentation. BHI (2023)
Ali Mirzazadeh, Arshawn Mohseni, Sahar Ibrahim, Felipe O. Giuste, Yuanda Zhu, Bahig M. Shehata, Shriprasad R. Deshpande, May D. Wang
Improving Heart Transplant Rejection Classification Training using Progressive Generative Adversarial Networks. BHI (2021)
Felipe O. Giuste, Mythreye Venkatesan, Conan Zhao, Li Tong, Yuanda Zhu, Shriprasad R. Deshpande, May D. Wang
Automated Classification of Acute Rejection from Endomyocardial Biopsies. BCB (2020)
Yuanda Zhu, Li Tong, Shriprasad R. Deshpande, May D. Wang
Improved Prediction on Heart Transplant Rejection Using Convolutional Autoencoder and Multiple Instance Learning on Whole-Slide Imaging. BHI (2019)
Yanbo Xu, Siddharth Biswal, Shriprasad R. Deshpande, Kevin O. Maher, Jimeng Sun
RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data. KDD (2018)
Yanbo Xu, Siddharth Biswal, Shriprasad R. Deshpande, Kevin O. Maher, Jimeng Sun
RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data. CoRR (2018)
Adrienne E. Dooley, Li Tong, Shriprasad R. Deshpande, May D. Wang
Prediction of heart transplant rejection using histopathological whole-slide imaging. BHI (2018)
Li Tong, Ryan Hoffman, Shriprasad R. Deshpande, May D. Wang
Predicting heart rejection using histopathological whole-slide imaging and deep neural network with dropout. BHI (2017)