cancer detection

SpaCRD: Multimodal Deep Fusion of Histology and Spatial Transcriptomics for Cancer Region Detection AAAI 2026 Pancreatic Cancer Diagnosis System AAAI 2025 Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology NeurIPS 2024 CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images ICLR 2024 FATE: Feature-Agnostic Transformer-Based Encoder for Learning Generalized Embedding Spaces in Flow Cytometry Data WACV 2024 SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology CVPR 2024 AI-Assisted Tool for Early Diagnosis and Prevention of Colorectal Cancer in Africa IJCAI 2023 Automatic Patient-level Diagnosis of Prostate Disease with Fused 3D MRI and Tabular Clinical Data MIDL 2023 CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans ICCV 2023 Scalable Set Encoding with Universal Mini-Batch Consistency and Unbiased Full Set Gradient Approximation ICML 2023 Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints ACL 2023 Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology NeurIPS 2022 Improving Precancerous Case Characterization via Transformer-based Ensemble Learning EMNLP 2022 Multi-resolution modeling of a discrete stochastic process identifies causes of cancer ICLR 2021 Beyond Classification: Whole Slide Tissue Histopathology Analysis By End-To-End Part Learning MIDL 2020 Adaptive Weighting Multi-Field-Of-View CNN for Semantic Segmentation in Pathology CVPR 2019 Segmenting Potentially Cancerous Areas in Prostate Biopsies using Semi-Automatically Annotated Data MIDL 2019