Federated benchmarking of medical artificial intelligence with MedPerf
- Alexandros Karargyris
- Renato Umeton
- et al.
- 2023
- Nature Machine Intelligence
Paper
Publications
24 results for Jayaraman J. Thiagarajan
Self-training with improved regularization for sample-efficient chest x-ray classification
- Deepta Rajan
- Jayaraman J. Thiagarajan
- et al.
- 2021
- SPIE Medical Imaging 2021
Conference paperTreeview and Disentangled Representations for Explaining Deep Neural Networks Decisions
- Prasanna Sattigeri
- Karthikeyan Natesan Ramamurthy
- et al.
- 2020
- ACSSC 2020
Conference paperDDxNet: a deep learning model for automatic interpretation of electronic health records, electrocardiograms and electroencephalograms
- Jayaraman J. Thiagarajan
- Deepta Rajan
- et al.
- 2020
- Scientific Reports
PaperLearn-By-Calibrating: Using Calibration As A Training Objective
- Jayaraman J. Thiagarajan
- Bindya Venkatesh
- et al.
- 2020
- ICASSP 2020
Conference paperBuilding calibrated deep models via uncertainty matching with auxiliary interval predictors
- Jayaraman J. Thiagarajan
- Bindya Venkatesh
- et al.
- 2020
- AAAI 2020
Conference paperDistill-to-label: Weakly supervised instance labeling using knowledge distillation
- Jayaraman J. Thiagarajan
- Satyananda Kashyap
- et al.
- 2019
- ICMLA 2019
Conference paperOptimizing kernel machines using deep learning
- Huan Song
- Jayaraman J. Thiagarajan
- et al.
- 2018
- IEEE TNNLS
PaperA Generative Modeling Approach to Limited Channel ECG Classification
- Deepta Rajan
- Jayaraman J. Thiagarajan
- 2018
- EMBC 2018
Conference paperExploring High-Dimensional Structure via Axis-Aligned Decomposition of Linear Projections
- Jayaraman J. Thiagarajan
- S. Liu
- et al.
- 2018
- Computer Graphics Forum
Paper