{"total":22,"rows":[{"id":"2104.05833","title":"Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization","created":"2021-04-12","cited_by_count":141,"area":null},{"id":"2201.04684","title":"BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations","created":"2022-01-12","cited_by_count":99,"area":null},{"id":"2311.11969","title":"SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks","created":"2023-11-20","cited_by_count":55,"area":null},{"id":"2411.12814","title":"Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline","created":"2024-11-19","cited_by_count":30,"area":null},{"id":"2106.12864","title":"A Systematic Collection of Medical Image Datasets for Deep Learning","created":"2021-06-24","cited_by_count":29,"area":null},{"id":"2306.00753","title":"Robust T-Loss for Medical Image Segmentation","created":"2023-06-01","cited_by_count":14,"area":null},{"id":"2104.04518","title":"Chest X-Ray Bone Suppression for Improving Classification of Tuberculosis-Consistent Findings","created":"2021-04-09","cited_by_count":13,"area":null},{"id":"2104.01975","title":"Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation","created":"2021-04-05","cited_by_count":11,"area":null},{"id":"2104.06176","title":"COVID-19 detection using chest X-rays: is lung segmentation important for generalization?","created":"2021-04-12","cited_by_count":6,"area":null},{"id":"2512.02497","title":"A Large Scale Benchmark for Test Time Adaptation Methods in Medical Image Segmentation","created":"2025-12-02","cited_by_count":5,"area":null},{"id":"2202.10971","title":"Improving Classification Model Performance on Chest X-Rays through Lung Segmentation","created":"2022-02-22","cited_by_count":4,"area":null},{"id":"2210.05073","title":"Self-supervised Model Based on Masked Autoencoders Advance CT Scans Classification","created":"2022-10-11","cited_by_count":2,"area":null},{"id":"2211.08570","title":"Dynamic-Pix2Pix: Noise Injected cGAN for Modeling Input and Target Domain Joint Distributions with Limited Training Data","created":"2022-11-15","cited_by_count":1,"area":null},{"id":"2509.02419","title":"From Noisy Labels to Intrinsic Structure: A Geometric-Structural Dual-Guided Framework for Noise-Robust Medical Image Segmentation","created":"2025-09-02","cited_by_count":1,"area":null},{"id":"2103.00087","title":"CXR-Net: An Artificial Intelligence Pipeline for Quick Covid-19 Screening of Chest X-Rays","created":"2021-02-26","cited_by_count":0,"area":null},{"id":"2111.05679","title":"Explanatory Analysis and Rectification of the Pitfalls in COVID-19 Datasets","created":"2021-11-10","cited_by_count":0,"area":null},{"id":"2211.02475","title":"Generalizability of Deep Adult Lung Segmentation Models to the Pediatric Population: A Retrospective Study","created":"2022-11-04","cited_by_count":0,"area":null},{"id":"2301.04032","title":"Does image resolution impact chest X-ray based fine-grained Tuberculosis-consistent lesion segmentation?","created":"2023-01-10","cited_by_count":0,"area":null},{"id":"2404.06455","title":"A comparative analysis of deep learning models for lung segmentation on X-ray images","created":"2024-04-09","cited_by_count":0,"area":null},{"id":"2410.00129","title":"Cartesian Genetic Programming Approach for Designing Convolutional Neural Networks","created":"2024-09-30","cited_by_count":0,"area":null},{"id":"2508.13236","title":"Uncertainty-Aware Learning Policy for Reliable Pulmonary Nodule Detection on Chest X-Ray","created":"2025-08-18","cited_by_count":0,"area":null},{"id":"2511.19759","title":"Vision-Language Enhanced Foundation Model for Semi-Supervised Medical Image Segmentation","created":"2025-11-24","cited_by_count":0,"area":null}],"next_cursor":null}