Balagopal Unnikrishnan

Deep Learning Models for Tuberculosis Detection from Chest X-ray Images

Quang H. Nguyen, Binh P. Nguyen, Son D. Dao et al. · 2019 · 70 citations

Convolutional Neural Network, Multiple Instance Learning, Engineering +20

Shortcut learning in medical AI hinders generalization: method for estimating AI model generalization without external data

Cathy Ong Ly, Balagopal Unnikrishnan, Tony Tadic et al. · npj Digital Medicine · 2024 · 43 citations · Full text

Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images

Bruno Lecouat, Ken Chang, Chuan-Sheng Foo et al. · arXiv (Cornell University) · 2018 · 30 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

CaRENets: Compact and Resource-Efficient CNN for Homomorphic Inference on Encrypted Medical Images

Chao Jin, Ahmad Al Badawi, Balagopal Unnikrishnan et al. · arXiv (Cornell University) · 2019 · 14 citations · Full text

Convolutional Neural Network, Engineering, Privacy-preserving Techniques +19

Semi-supervised and Unsupervised Methods for Heart Sounds Classification\n in Restricted Data Environments

Balagopal Unnikrishnan, Pranshu Ranjan Singh, Xulei Yang et al. · arXiv (Cornell University) · 2020 · 14 citations · Full text