Zou, Ke
- A Review of Uncertainty Estimation and its Application in Medical Imaging
2023/02/16 by Zou, Ke, Chen, Zhihao, Yuan, Xuedong +3 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Enhancing Diagnostic Accuracy in Rare and Common Fundus Diseases with a Knowledge-Rich Vision-Language Model
2024/06/13 by Wang, Meng, Lin, Tian, Lin, Aidi +46 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis
2024/11/25 by Liu, Bo, Zou, Ke, Zhan, Liming +7 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- TBraTS: Trusted Brain Tumor Segmentation
2022/06/19 by Ke Zou, Xuedong Yuan, Zou, Ke +7 · 2 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Federated Uncertainty-Aware Aggregation for Fundus Diabetic Retinopathy Staging
2023/03/23 by Meng Wang, Lianyu Wang, Wang, Meng +13 · 2 citations
Medicine · #Acute Ischemic Stroke Management #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Retinal Diseases and Treatments #Retinal Imaging and Analysis #electronic engineering #information engineering
- Uncertainty-inspired Open Set Learning for Retinal Anomaly Identification
2023/04/08 by Meng Wang, Lin Tian, Wang, Meng +45 · 2 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Retinal Imaging and Analysis #Retinal and Optic Conditions
- Towards Reliable Medical Image Segmentation by Modeling Evidential Calibrated Uncertainty
2023/01/01 by Ke Zou, Yidi Chen, Zou, Ke +14 · 2 citations
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection #Machine Learning in Healthcare
- MedSAM-U: Uncertainty-Guided Auto Multi-Prompt Adaptation for Reliable MedSAM
2024/09/02 by Nan Zhou, Ke Zou, Zhou, Nan +17 · 3 citations
Engineering · #Fault Detection and Control Systems
- Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation
2024/05/25 by Hongye Zeng, Zeng, Hongye, Ke Zou +7 · 2 citations
Engineering · Earth and Planetary Sciences · #Ultrasonics and Acoustic Wave Propagation #Photoacoustic and Ultrasonic Imaging #Underwater Acoustics Research
- Uncertainty-aware Medical Diagnostic Phrase Identification and Grounding
2024/04/10 by Zou, Ke, Bai, Yang, Liu, Bo +9 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- LEME: Open Large Language Models for Ophthalmology with Advanced Reasoning and Clinical Validation
2024/10/01 by Kim, Hyunjae, Ai, Xuguang, Srinivasan, Sahana +27 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- SAM-U: Multi-box prompts triggered uncertainty estimation for reliable SAM in medical image
2023/07/11 by Deng, Guoyao, Zou, Ke, Ren, Kai +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- FRCNet Frequency and Region Consistency for Semi-supervised Medical Image Segmentation
2024/05/26 by Along He, Tao Li, He, Along +7 · 1 citation
Computer Science · Engineering · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis
- Confidence-aware multi-modality learning for eye disease screening
2024/05/28 by Ke Zou, Zou, Ke, Tian Lin +15 · 1 citation
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Retinal Imaging and Analysis #electronic engineering #information engineering
- LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models
2024/10/02 by Qin, Zhenyue, Yin, Yu, Campbell, Dylan +6 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Benchmarking Next-Generation Reasoning-Focused Large Language Models in Ophthalmology: A Head-to-Head Evaluation on 5,888 Items
2025/04/15 by Zou, Minjie, Srinivasan, Sahana, Lo, Thaddaeus Wai Soon +13 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering
2025/03/26 by Liao, Zehui, Hu, Shishuai, Zou, Ke +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences