| PathoWAve: A Deep Learning-based Weight Averaging Method for Improving Domain Generalization in Histopathology Images | Jun 21, 2024 | Data AugmentationDecision Making | CodeCode Available | 0 |
| CLIP-IT: CLIP-based Pairing for Histology Images Classification | Apr 22, 2025 | Medical Image Analysisparameter-efficient fine-tuning | CodeCode Available | 0 |
| Temporal Consistency Objectives Regularize the Learning of Disentangled Representations | Aug 29, 2019 | AnatomyDisentanglement | CodeCode Available | 0 |
| Discovering Limitations of Image Quality Assessments with Noised Deep Learning Image Sets | Oct 19, 2022 | Image Quality AssessmentMedical Image Analysis | CodeCode Available | 0 |
| A Unified Loss for Handling Inter-Class and Intra-Class Imbalance in Medical Image Segmentation | Apr 11, 2025 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 |
| Medical Image Fusion for High-Level Analysis: A Mutual Enhancement Framework for Unaligned PAT and MRI | Jul 4, 2024 | AnatomyImage Generation | CodeCode Available | 0 |
| Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis | Aug 19, 2020 | Image GenerationMedical Image Analysis | CodeCode Available | 0 |
| Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI | Feb 20, 2023 | Medical Image AnalysisPrivacy Preserving | CodeCode Available | 0 |
| Self-supervision for medical image classification: state-of-the-art performance with ~100 labeled training samples per class | Apr 11, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| TE-SSL: Time and Event-aware Self Supervised Learning for Alzheimer's Disease Progression Analysis | Jul 9, 2024 | Medical Image AnalysisRepresentation Learning | CodeCode Available | 0 |
