Shih-Cheng Huang

AI recognition of patient race in medical imaging: a modelling study

Judy Wawira Gichoya, Imon Banerjee, Ananth Reddy Bhimireddy et al. · The Lancet Digital Health · 2022 · 462 citations · Full text

GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-efficient Medical Image Recognition

Shih-Cheng Huang, Liyue Shen, Matthew P. Lungren et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 358 citations

Few-shot Learning, Convolutional Neural Network, Multiple Instance Learning +18

Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection

Shih-Cheng Huang, Anuj Pareek, Roham T. Zamanian et al. · Scientific Reports · 2020 · 226 citations · Full text

PENet—a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging

Shih-Cheng Huang, Tanay Kothari, Imon Banerjee et al. · npj Digital Medicine · 2020 · 173 citations · Full text

Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials

Andre Esteva, Jean Feng, Douwe van der Wal et al. · npj Digital Medicine · 2022 · 165 citations · Full text