| Gall Bladder Cancer Detection from US Images with Only Image Level Labels | Sep 11, 2023 | Diagnosticimage-classification | CodeCode Available | 0 |
| AI-based computer-aided diagnostic system of chest digital tomography synthesis: Demonstrating comparative advantage with X-ray-based AI systems | Jun 18, 2022 | DiagnosticLesion Detection | CodeCode Available | 0 |
| Active Sampling for MRI-based Sequential Decision Making | May 7, 2025 | Decision MakingDiagnostic | CodeCode Available | 0 |
| RetSTA: An LLM-Based Approach for Standardizing Clinical Fundus Image Reports | Mar 12, 2025 | Data IntegrationDiagnostic | CodeCode Available | 0 |
| Atlas of Digital Pathology: A Generalized Hierarchical Histological Tissue Type-Annotated Database for Deep Learning | Jun 1, 2019 | DiagnosticMulti-Label Learning | CodeCode Available | 0 |
| Practical X-ray Gastric Cancer Diagnostic Support Using Refined Stochastic Data Augmentation and Hard Boundary Box Training | Aug 18, 2021 | Data AugmentationDiagnostic | CodeCode Available | 0 |
| Deep Learning Approaches to Osteosarcoma Diagnosis and Classification: A Comparative Methodological Approach | Apr 13, 2023 | DiagnosticTumour Classification | CodeCode Available | 0 |
| Equivariant Spherical CNNs for Accurate Fiber Orientation Distribution Estimation in Neonatal Diffusion MRI with Reduced Acquisition Time | Apr 2, 2025 | DiagnosticDiffusion MRI | CodeCode Available | 0 |
| AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis | Apr 28, 2025 | counterfactualDiagnostic | CodeCode Available | 0 |
| Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology | May 8, 2025 | DiagnosticPrognosis | CodeCode Available | 0 |
| GazeSearch: Radiology Findings Search Benchmark | Nov 8, 2024 | Diagnostic | CodeCode Available | 0 |
| Weakly Supervised Object Detection for Automatic Tooth-marked Tongue Recognition | Aug 29, 2024 | DiagnosticMultiple Instance Learning | CodeCode Available | 0 |
| GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph | Aug 10, 2024 | DiagnosticGaze Estimation | CodeCode Available | 0 |
| Eosinophils Instance Object Segmentation on Whole Slide Imaging Using Multi-label Circle Representation | Aug 17, 2023 | Cell SegmentationDiagnostic | CodeCode Available | 0 |
| Entity Linking with a Paraphrase Flavor | May 1, 2016 | ClusteringDiagnostic | CodeCode Available | 0 |
| Pathology-Guided AI System for Accurate Segmentation and Diagnosis of Cervical Spondylosis | Mar 8, 2025 | AnatomyDiagnostic | CodeCode Available | 0 |
| Generalising to German Plural Noun Classes, from the Perspective of a Recurrent Neural Network | Nov 1, 2021 | Diagnostic | CodeCode Available | 0 |
| Ensemble learning for alcoholism classification using EEG signals | Jun 17, 2023 | ClassificationDiagnostic | CodeCode Available | 0 |
| Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations | Jun 10, 2024 | Diagnostic | CodeCode Available | 0 |
| PathoWAve: A Deep Learning-based Weight Averaging Method for Improving Domain Generalization in Histopathology Images | Jun 21, 2024 | Data AugmentationDecision Making | CodeCode Available | 0 |
| PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis | Nov 27, 2024 | DiagnosticRepresentation Learning | CodeCode Available | 0 |
| Revealing unforeseen diagnostic image features with deep learning by detecting cardiovascular diseases from apical four-chamber ultrasounds | Oct 25, 2021 | DiagnosticFeature Importance | CodeCode Available | 0 |
| Transformer-based end-to-end classification of variable-length volumetric data | Jul 13, 2023 | Diagnostic | CodeCode Available | 0 |
| Transformer based Models for Unsupervised Anomaly Segmentation in Brain MR Images | Jul 5, 2022 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 0 |
| Malaria Detection Using Image Processing and Machine Learning | Jan 28, 2018 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 |
