{"total":25,"rows":[{"id":"2109.08685","title":"Self-supervised learning methods and applications in medical imaging analysis: A survey","created":"2021-09-17","cited_by_count":77,"area":null},{"id":"2111.13424","title":"ContIG: Self-supervised Multimodal Contrastive Learning for Medical Imaging with Genetics","created":"2021-11-26","cited_by_count":36,"area":null},{"id":"2302.05043","title":"A Review of Predictive and Contrastive Self-supervised Learning for Medical Images","created":"2023-02-10","cited_by_count":10,"area":null},{"id":"2208.10642","title":"Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound","created":"2022-08-22","cited_by_count":8,"area":null},{"id":"2210.04477","title":"HiCo: Hierarchical Contrastive Learning for Ultrasound Video Model Pretraining","created":"2022-10-10","cited_by_count":7,"area":null},{"id":"2103.07895","title":"Principled Ultrasound Data Augmentation for Classification of Standard Planes","created":"2021-03-14","cited_by_count":5,"area":null},{"id":"2212.04097","title":"Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning","created":"2022-12-08","cited_by_count":5,"area":null},{"id":"2506.11777","title":"Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation","created":"2025-06-13","cited_by_count":4,"area":null},{"id":"2507.18424","title":"Self-Supervised Ultrasound-Video Segmentation with Feature Prediction and 3D Localised Loss","created":"2025-07-24","cited_by_count":4,"area":null},{"id":"2207.11581","title":"Self-supervised contrastive learning of echocardiogram videos enables label-efficient cardiac disease diagnosis","created":"2022-07-23","cited_by_count":3,"area":null},{"id":"2310.12600","title":"FUSC: Fetal Ultrasound Semantic Clustering of Second Trimester Scans Using Deep Self-supervised Learning","created":"2023-10-19","cited_by_count":3,"area":null},{"id":"2202.10773","title":"Deep learning based domain adaptation for mitochondria segmentation on EM volumes","created":"2022-02-22","cited_by_count":2,"area":null},{"id":"2304.02724","title":"Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound","created":"2023-04-05","cited_by_count":2,"area":null},{"id":"2309.02555","title":"A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images","created":"2023-09-05","cited_by_count":2,"area":null},{"id":"2509.01433","title":"Temporal Representation Learning for Real-Time Ultrasound Analysis","created":"2025-09-01","cited_by_count":2,"area":null},{"id":"2302.10390","title":"DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Representation for 3D Medical Images","created":"2023-02-21","cited_by_count":1,"area":null},{"id":"2603.25951","title":"Low-Rank-Modulated Functa: Exploring the Latent Space of Implicit Neural Representations for Interpretable Ultrasound Video Analysis","created":"2026-03-26","cited_by_count":1,"area":null},{"id":"2104.10481","title":"SKID: Self-Supervised Learning for Knee Injury Diagnosis from MRI Data","created":"2021-04-21","cited_by_count":0,"area":null},{"id":"2208.00444","title":"BYOLMed3D: Self-Supervised Representation Learning of Medical Videos using Gradient Accumulation Assisted 3D BYOL Framework","created":"2022-07-31","cited_by_count":0,"area":null},{"id":"2306.04739","title":"Automatic retrieval of corresponding US views in longitudinal examinations","created":"2023-06-07","cited_by_count":0,"area":null},{"id":"2310.16477","title":"Show from Tell: Audio-Visual Modelling in Clinical Settings","created":"2023-10-25","cited_by_count":0,"area":null},{"id":"2407.21738","title":"Leveraging Self-Supervised Learning for Fetal Cardiac Planes Classification using Ultrasound Scan Videos","created":"2024-07-31","cited_by_count":0,"area":null},{"id":"2408.10600","title":"Breast tumor classification based on self-supervised contrastive learning from ultrasound videos","created":"2024-08-20","cited_by_count":0,"area":null},{"id":"2605.23995","title":"Task-Aligned Self-Supervised Learning for Medical Image Analysis: A Task-Oriented Review with Practical Design Guidelines","created":"2026-05-18","cited_by_count":0,"area":null},{"id":"2606.22487","title":"FetSelect: Task-Specific Architectures and Self-Supervised Learning for Automated Fetal Ultrasound Frame Selection","created":"2026-06-21","cited_by_count":0,"area":null}],"next_cursor":null}