Pathology Multiple instance learning for digital pathology: A review of the state-of-the-art, limitations & future potential. January 16, 2024
Computer Vision | Image Retrieval | Machine Learning Large-Scale Cross-Modal Hashing with Unified Learning and Multi-Object Regional Correlation Reasoning. December 16, 2023
Computational Pathology | Digital Pathology | Pathology Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification. December 12, 2023
Pathology AdvMIL: Adversarial multiple instance learning for the survival analysis on whole-slide images. November 5, 2023
Dermatology | Pathology Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset. November 4, 2023
Biomedical Research | Pathology HistoMIL: A Python package for training multiple instance learning models on histopathology slides. October 20, 2023
Computer Vision | Surveillance Systems CNN-ViT Supported Weakly-Supervised Video Segment Level Anomaly Detection. September 28, 2023
Oncology | Pathology Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data. September 6, 2023
Computer Science | Machine Learning Multiple-instance ensemble for construction of deep heterogeneous committees for high-dimensional low-sample-size data. September 6, 2023
Medical Imaging | Radiology Triple-kernel gated attention-based multiple instance learning with contrastive learning for medical image analysis. June 26, 2023
Oncology | Pathology Predicting the prognosis of HER2-positive breast cancer patients by fusing pathological whole slide images and clinical features using multiple instance learning. June 16, 2023