{"total":19,"rows":[{"id":"2101.05224","title":"Big Self-Supervised Models Advance Medical Image Classification","created":"2021-01-13","cited_by_count":320,"area":null},{"id":"2205.09723","title":"Robust and Efficient Medical Imaging with Self-Supervision","created":"2022-05-19","cited_by_count":40,"area":null},{"id":"2101.05913","title":"Supervised Transfer Learning at Scale for Medical Imaging","created":"2021-01-14","cited_by_count":38,"area":null},{"id":"2104.10603","title":"GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review","created":"2021-04-20","cited_by_count":25,"area":null},{"id":"2102.05543","title":"Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning","created":"2021-02-10","cited_by_count":15,"area":null},{"id":"2106.09229","title":"An Evaluation of Self-Supervised Pre-Training for Skin-Lesion Analysis","created":"2021-06-17","cited_by_count":10,"area":null},{"id":"2303.11678","title":"Full or Weak annotations? An adaptive strategy for budget-constrained annotation campaigns","created":"2023-03-21","cited_by_count":7,"area":null},{"id":"2207.07897","title":"Transfer learning for time series classification using synthetic data generation","created":"2022-07-16","cited_by_count":5,"area":null},{"id":"2101.05456","title":"Self-Supervised Learning for Segmentation","created":"2021-01-14","cited_by_count":4,"area":null},{"id":"2208.11424","title":"Self-Supervised Endoscopic Image Key-Points Matching","created":"2022-08-24","cited_by_count":4,"area":null},{"id":"2306.04763","title":"Context-Aware Self-Supervised Learning of Whole Slide Images","created":"2023-06-07","cited_by_count":4,"area":null},{"id":"2308.00475","title":"DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification","created":"2023-08-01","cited_by_count":3,"area":null},{"id":"2310.00517","title":"Assessing the Generalizability of Deep Neural Networks-Based Models for Black Skin Lesions","created":"2023-09-30","cited_by_count":3,"area":null},{"id":"2107.05940","title":"Cats, not CAT scans: a study of dataset similarity in transfer learning for 2D medical image classification","created":"2021-07-13","cited_by_count":1,"area":null},{"id":"2211.08559","title":"Robust Alzheimer's Progression Modeling using Cross-Domain Self-Supervised Deep Learning","created":"2022-11-15","cited_by_count":1,"area":null},{"id":"2310.18583","title":"Self-Supervised Multi-Modality Learning for Multi-Label Skin Lesion Classification","created":"2023-10-28","cited_by_count":1,"area":null},{"id":"2112.03032","title":"Transfer Learning in Conversational Analysis through Reusing Preprocessing Data as Supervisors","created":"2021-12-02","cited_by_count":0,"area":null},{"id":"2404.19311","title":"A Light-weight Transformer-based Self-supervised Matching Network for Heterogeneous Images","created":"2024-04-30","cited_by_count":0,"area":null},{"id":"2510.00902","title":"Intuitions of Machine Learning Researchers about Transfer Learning for Medical Image Classification","created":"2025-10-01","cited_by_count":0,"area":null}],"next_cursor":null}