Pheng‐Ann Heng

Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study

2021 · 262 Zit. · npj Digital Medicine

Multi-task recurrent convolutional network with correlation loss for surgical video analysis

2019 · 202 Zit. · Medical Image Analysis

A Survey on Generative Diffusion Model

2022 · 66 Zit. · arXiv (Cornell University)

Rethinking Annotation Granularity for Overcoming Shortcuts in Deep Learning–based Radiograph Diagnosis: A Multicenter Study

2022 · 24 Zit. · Radiology Artificial Intelligence

Joint Segmentation and Landmark Localization of Fetal Femur in Ultrasound Volumes

2019 · 24 Zit.

Pseudo Bias-Balanced Learning for Debiased Chest X-Ray Classification

2022 · 18 Zit. · Lecture notes in computer science

Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis

2019 · 8 Zit. · arXiv (Cornell University)

Dual-Consistency Semi-Supervised Learning with Uncertainty Quantification for COVID-19 Lesion Segmentation from CT Images

2021 · 4 Zit. · arXiv (Cornell University)

Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge

2025 · 3 Zit. · Nature Communications

Instrument-Tissue-Guided Surgical Action Triplet Detection via Textual-Temporal Trail Exploration

2025 · 3 Zit. · IEEE Transactions on Medical Imaging

FetusMap: Fetal Pose Estimation in 3D Ultrasound

2019 · 1 Zit. · arXiv (Cornell University)

Large Language Model‐Embedded Intelligent Robotic Scrub Nurse with Multimodal Input for Enhancing Surgeon–Robot Interaction

2025 · 0 Zit. · Advanced Intelligent Systems