{"total":27,"rows":[{"id":"2203.12215","title":"Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging","created":"2022-03-23","cited_by_count":50,"area":null},{"id":"2108.03152","title":"Source-Free Domain Adaptation for Image Segmentation","created":"2021-08-06","cited_by_count":45,"area":null},{"id":"2201.12260","title":"A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis","created":"2022-01-28","cited_by_count":29,"area":null},{"id":"2203.10977","title":"Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis","created":"2022-03-21","cited_by_count":25,"area":null},{"id":"2206.00356","title":"A Survey on Deep Learning for Skin Lesion Segmentation","created":"2022-06-01","cited_by_count":22,"area":null},{"id":"2101.07721","title":"A survey on shape-constraint deep learning for medical image segmentation","created":"2021-01-19","cited_by_count":16,"area":null},{"id":"2106.09832","title":"Hybrid graph convolutional neural networks for landmark-based anatomical segmentation","created":"2021-06-17","cited_by_count":10,"area":null},{"id":"2303.17967","title":"Learning with Explicit Shape Priors for Medical Image Segmentation","created":"2023-03-31","cited_by_count":10,"area":null},{"id":"2108.11926","title":"Re-using Adversarial Mask Discriminators for Test-time Training under Distribution Shifts","created":"2021-08-26","cited_by_count":7,"area":null},{"id":"2306.12510","title":"Comparative Analysis of Segment Anything Model and U-Net for Breast Tumor Detection in Ultrasound and Mammography Images","created":"2023-06-21","cited_by_count":7,"area":null},{"id":"2311.15213","title":"Leveraging Anatomical Constraints with Uncertainty for Pneumothorax Segmentation","created":"2023-11-26","cited_by_count":3,"area":null},{"id":"2402.03003","title":"[Citation needed] Data usage and citation practices in medical imaging conferences","created":"2024-02-05","cited_by_count":2,"area":null},{"id":"2509.07213","title":"XBusNet: Text-Guided Breast Ultrasound Segmentation via Multimodal Vision-Language Learning","created":"2025-09-08","cited_by_count":2,"area":null},{"id":"2503.03365","title":"TopoMortar: A dataset to evaluate image segmentation methods focused on topology accuracy","created":"2025-03-05","cited_by_count":1,"area":null},{"id":"2504.04242","title":"Task-based Loss Functions in Computer Vision: A Comprehensive Review","created":"2025-04-05","cited_by_count":1,"area":null},{"id":"2201.02428","title":"Effect of Prior-based Losses on Segmentation Performance: A Benchmark","created":"2022-01-07","cited_by_count":0,"area":null},{"id":"2301.07468","title":"Model-based inexact graph matching on top of CNNs for semantic scene understanding","created":"2023-01-18","cited_by_count":0,"area":null},{"id":"2305.11504","title":"JOINEDTrans: Prior Guided Multi-task Transformer for Joint Optic Disc/Cup Segmentation and Fovea Detection","created":"2023-05-19","cited_by_count":0,"area":null},{"id":"2312.08323","title":"PnPNet: Pull-and-Push Networks for Volumetric Segmentation with Boundary Confusion","created":"2023-12-13","cited_by_count":0,"area":null},{"id":"2401.12932","title":"Segmentation of tibiofemoral joint tissues from knee MRI using MtRA-Unet and incorporating shape information: Data from the Osteoarthritis Initiative","created":"2024-01-23","cited_by_count":0,"area":null},{"id":"2409.10259","title":"Self-Updating Vehicle Monitoring Framework Employing Distributed Acoustic Sensing towards Real-World Settings","created":"2024-09-16","cited_by_count":0,"area":null},{"id":"2409.12334","title":"Deep vessel segmentation with joint multi-prior encoding","created":"2024-09-18","cited_by_count":0,"area":null},{"id":"2411.02466","title":"Weakly supervised deep learning model with size constraint for prostate cancer detection in multiparametric MRI and generalization to unseen domains","created":"2024-11-04","cited_by_count":0,"area":null},{"id":"2504.04458","title":"CALF: A Conditionally Adaptive Loss Function to Mitigate Class-Imbalanced Segmentation","created":"2025-04-06","cited_by_count":0,"area":null},{"id":"2508.08705","title":"Adaptive Confidence-Wise Loss for Improved Lens Structure Segmentation in AS-OCT","created":"2025-08-12","cited_by_count":0,"area":null},{"id":"2509.05776","title":"Posterior shape models revisited: Improving 3D reconstructions from partial data using target specific models","created":"2025-09-06","cited_by_count":0,"area":null},{"id":"2606.15837","title":"Learning a Sampling-Free Variational DNN Plugin from Tiny Training Sets to Refine OOD Segmentation With Uncertainty Estimation","created":"2026-06-14","cited_by_count":0,"area":null}],"next_cursor":null}