Johan Verjans
- Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning
2021/01/25 by Yu Tian, Tian, Yu, Guansong Pang +9 · 42 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Immune Systems Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Network Security and Intrusion Detection
- Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly Detection
2020/03/27 by Jianpeng Zhang, Yutong Xie, Zhang, Jianpeng +19 · 10 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Unsupervised Anomaly Detection in Medical Images with a Memory-augmented Multi-level Cross-attentional Masked Autoencoder
2022/03/22 by Yu Tian, Guansong Pang, Tian, Yu +15 · 3 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #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
- Contrastive Transformer-based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection
2022/03/23 by Yu Tian, Guansong Pang, Tian, Yu +13 · 3 citations
Computer Science · Engineering · Medicine · #Advanced Chemical Sensor Technologies #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Respiratory viral infections research
- AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis
2024/08/04 by Townim Faisal Chowdhury, Chowdhury, Townim F., Vu Minh Hieu Phan +13 · 6 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare
- Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images
2021/03/05 by Yu Tian, Tian, Yu, Guansong Pang +13 · 2 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Data-Driven Disease Surveillance #FOS: Computer and information sciences
- A Survey of Medical Vision-and-Language Applications and Their Techniques
2024/11/19 by Qi Chen, Chen, Qi, Zhao, Ruoshan +19 · 5 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
- Multi-Head Multi-Loss Model Calibration
2023/03/02 by Adrián Galdrán, Galdran, Adrian, Johan Verjans +5 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy
2020/06/26 by Yu Tian, Tian, Yu, Gabriel Maicas +9 · 1 citation
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences