{"total":24,"rows":[{"id":"2106.05735","title":"The Medical Segmentation Decathlon","created":"2021-06-10","cited_by_count":628,"area":null},{"id":"2103.15954","title":"DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation","created":"2021-03-29","cited_by_count":48,"area":null},{"id":"2202.06373","title":"Scheduling Techniques for Liver Segmentation: ReduceLRonPlateau Vs OneCycleLR","created":"2022-02-13","cited_by_count":19,"area":null},{"id":"2107.04263","title":"Towards Robust General Medical Image Segmentation","created":"2021-07-09","cited_by_count":14,"area":null},{"id":"2111.07535","title":"T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical Imaging","created":"2021-11-15","cited_by_count":11,"area":null},{"id":"2208.14360","title":"FAST-AID Brain: Fast and Accurate Segmentation Tool using Artificial Intelligence Developed for Brain","created":"2022-08-30","cited_by_count":10,"area":null},{"id":"2110.10640","title":"OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data","created":"2021-10-20","cited_by_count":9,"area":null},{"id":"2403.16578","title":"SegICL: A Multimodal In-context Learning Framework for Enhanced Segmentation in Medical Imaging","created":"2024-03-25","cited_by_count":5,"area":null},{"id":"2201.10849","title":"Predicting Knee Osteoarthritis Progression from Structural MRI using Deep Learning","created":"2022-01-26","cited_by_count":4,"area":null},{"id":"2103.06384","title":"Automated liver tissues delineation techniques: A systematic survey on machine learning current trends and future orientations","created":"2021-03-10","cited_by_count":3,"area":null},{"id":"2409.08000","title":"OCTAMamba: A State-Space Model Approach for Precision OCTA Vasculature Segmentation","created":"2024-09-12","cited_by_count":3,"area":null},{"id":"2109.07138","title":"Patch-based Medical Image Segmentation using Matrix Product State Tensor Networks","created":"2021-09-15","cited_by_count":2,"area":null},{"id":"2302.03296","title":"Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation","created":"2023-02-07","cited_by_count":2,"area":null},{"id":"2311.12781","title":"Quantifying Impairment and Disease Severity Using AI Models Trained on Healthy Subjects","created":"2023-11-21","cited_by_count":2,"area":null},{"id":"2201.09579","title":"AutoSeg -- Steering the Inductive Biases for Automatic Pathology Segmentation","created":"2022-01-24","cited_by_count":1,"area":null},{"id":"2203.08194","title":"UNet Architectures in Multiplanar Volumetric Segmentation -- Validated on Three Knee MRI Cohorts","created":"2022-03-15","cited_by_count":1,"area":null},{"id":"2208.03163","title":"Discover the Mysteries of the Maya: Selected Contributions from the Machine Learning Challenge & The Discovery Challenge Workshop at ECML PKDD 2021","created":"2022-08-05","cited_by_count":1,"area":null},{"id":"2107.11517","title":"Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions","created":"2021-07-24","cited_by_count":0,"area":null},{"id":"2208.08226","title":"Auto-segmentation of Hip Joints using MultiPlanar UNet with Transfer learning","created":"2022-08-17","cited_by_count":0,"area":null},{"id":"2401.06499","title":"Fully Automated Tumor Segmentation for Brain MRI data using Multiplanner UNet","created":"2024-01-12","cited_by_count":0,"area":null},{"id":"2601.01687","title":"FALCON: Few-Shot Adversarial Learning for Cross-Domain Medical Image Segmentation","created":"2026-01-04","cited_by_count":0,"area":null},{"id":"2605.12753","title":"Optimization in Sparse 2D to Dense 3D Weakly Supervised Learning: Application to Multi-Label Segmentation of Large ex vivo MRI Data","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2609.33077","title":"Parameter-Efficient 3D Segmentation of Liver and Liver tumors: Depthwise factorization Scales Better Than Dense Convolution with Spatial Dimensionality","created":"2026-09-27","cited_by_count":0,"area":null},{"id":"2610.04787","title":"Active-DiNTS: Active Differentiable Network Topology Search","created":"2026-10-03","cited_by_count":0,"area":null}],"next_cursor":null}