Qi Dou
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study
2021 · 267 Zit. · npj Digital Medicine
Multi-task recurrent convolutional network with correlation loss for surgical video analysis
2019 · 203 Zit. · Medical Image Analysis
Fair Federated Medical Image Segmentation via Client Contribution Estimation
2023 · 61 Zit.
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
2023 · 38 Zit. · arXiv (Cornell University)
Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health
2021 · 21 Zit. · Lecture notes in computer science
On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations
2023 · 12 Zit. · Lecture notes in computer science
Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis
2019 · 8 Zit. · arXiv (Cornell University)
Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge
2025 · 5 Zit. · Nature Communications
Domain Adaptation and Representation Transfer
2022 · 4 Zit. · Lecture notes in computer science
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models
2024 · 4 Zit. · arXiv (Cornell University)
Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization
2023 · 3 Zit. · arXiv (Cornell University)
Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging
2023 · 3 Zit. · Lecture notes in computer science
SQA-SAM: Segmentation Quality Assessment for Medical Images Utilizing the Segment Anything Model
2023 · 2 Zit. · arXiv (Cornell University)
Current validation practice undermines surgical AI development
2025 · 1 Zit. · ArXiv.org
Artificial intelligence in gynecology surgery: Current status, challenges, and future opportunities
2025 · 1 Zit. · Chinese Medical Journal