{"total":38,"rows":[{"id":"2102.10662","title":"Medical Transformer: Gated Axial-Attention for Medical Image Segmentation","created":"2021-02-21","cited_by_count":320,"area":null},{"id":"2203.04967","title":"UNeXt: MLP-based Rapid Medical Image Segmentation Network","created":"2022-03-09","cited_by_count":185,"area":null},{"id":"2406.02918","title":"U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation","created":"2024-06-05","cited_by_count":179,"area":null},{"id":"2107.00272","title":"A Survey on Graph-Based Deep Learning for Computational Histopathology","created":"2021-07-01","cited_by_count":41,"area":null},{"id":"2312.07353","title":"CLIP in Medical Imaging: A Survey","created":"2023-12-12","cited_by_count":40,"area":null},{"id":"2208.11451","title":"Q-Net: Query-Informed Few-Shot Medical Image Segmentation","created":"2022-08-24","cited_by_count":24,"area":null},{"id":"2104.14702","title":"Pyramid Medical Transformer for Medical Image Segmentation","created":"2021-04-29","cited_by_count":20,"area":null},{"id":"2107.04823","title":"BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images","created":"2021-07-10","cited_by_count":17,"area":null},{"id":"2107.06943","title":"FetalNet: Multi-task Deep Learning Framework for Fetal Ultrasound Biometric Measurements","created":"2021-07-14","cited_by_count":13,"area":null},{"id":"2101.09321","title":"Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation","created":"2021-01-22","cited_by_count":12,"area":null},{"id":"2108.10709","title":"MCUa: Multi-level Context and Uncertainty aware Dynamic Deep Ensemble for Breast Cancer Histology Image Classification","created":"2021-08-24","cited_by_count":12,"area":null},{"id":"2109.07711","title":"DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CT","created":"2021-09-16","cited_by_count":11,"area":null},{"id":"2304.06662","title":"Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions","created":"2023-04-13","cited_by_count":11,"area":null},{"id":"2112.01767","title":"MT-TransUNet: Mediating Multi-Task Tokens in Transformers for Skin Lesion Segmentation and Classification","created":"2021-12-03","cited_by_count":7,"area":null},{"id":"2303.10049","title":"Uncertainty-informed Mutual Learning for Joint Medical Image Classification and Segmentation","created":"2023-03-17","cited_by_count":7,"area":null},{"id":"2108.00860","title":"U-GAT: Multimodal Graph Attention Network for COVID-19 Outcome Prediction","created":"2021-07-29","cited_by_count":4,"area":null},{"id":"2110.13185","title":"Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data","created":"2021-10-25","cited_by_count":4,"area":null},{"id":"2205.13835","title":"Deep Learning Fetal Ultrasound Video Model Match Human Observers in Biometric Measurements","created":"2022-05-27","cited_by_count":3,"area":null},{"id":"2207.04721","title":"Hybrid Skip: A Biologically Inspired Skip Connection for the UNet Architecture","created":"2022-07-11","cited_by_count":3,"area":null},{"id":"2210.11822","title":"Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathology","created":"2022-10-21","cited_by_count":3,"area":null},{"id":"2212.14615","title":"DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading","created":"2022-12-30","cited_by_count":3,"area":null},{"id":"2303.07717","title":"HALOS: Hallucination-free Organ Segmentation after Organ Resection Surgery","created":"2023-03-14","cited_by_count":3,"area":null},{"id":"2303.13111","title":"Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation","created":"2023-03-23","cited_by_count":3,"area":null},{"id":"2208.10701","title":"CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image","created":"2022-08-23","cited_by_count":2,"area":null},{"id":"2210.15164","title":"FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image Segmentation","created":"2022-10-27","cited_by_count":2,"area":null},{"id":"2308.10488","title":"Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders","created":"2023-08-21","cited_by_count":2,"area":null},{"id":"2106.00997","title":"Tips and Tricks to Improve CNN-based Chest X-ray Diagnosis: A Survey","created":"2021-06-02","cited_by_count":0,"area":null},{"id":"2107.11574","title":"Reconstructing Images of Two Adjacent Objects through Scattering Medium Using Generative Adversarial Network","created":"2021-07-24","cited_by_count":0,"area":null},{"id":"2112.09694","title":"Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays","created":"2021-12-17","cited_by_count":0,"area":null},{"id":"2202.06465","title":"A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification","created":"2022-02-14","cited_by_count":0,"area":null},{"id":"2202.10691","title":"An Object Aware Hybrid U-Net for Breast Tumour Annotation","created":"2022-02-22","cited_by_count":0,"area":null},{"id":"2311.07234","title":"Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRI","created":"2023-11-13","cited_by_count":0,"area":null},{"id":"2406.18074","title":"Few-Shot Medical Image Segmentation with High-Fidelity Prototypes","created":"2024-06-26","cited_by_count":0,"area":null},{"id":"2409.01459","title":"3D-LSPTM: An Automatic Framework with 3D-Large-Scale Pretrained Model for Laryngeal Cancer Detection Using Laryngoscopic Videos","created":"2024-09-02","cited_by_count":0,"area":null},{"id":"2411.10334","title":"Y-MAP-Net: Real-time depth, normals, segmentation, multi-label captioning and 2D human pose in RGB images","created":"2024-11-15","cited_by_count":0,"area":null},{"id":"2411.12547","title":"S3TU-Net: Structured Convolution and Superpixel Transformer for Lung Nodule Segmentation","created":"2024-11-19","cited_by_count":0,"area":null},{"id":"2412.02983","title":"Prototypical Few-Shot Medical Image Semantic Segmentation with Background Fusion","created":"2024-12-04","cited_by_count":0,"area":null},{"id":"2509.12732","title":"A Novel Recurrent Neural Network Framework for Prediction and Treatment of Oncogenic Mutation Progression","created":"2025-09-16","cited_by_count":0,"area":null}],"next_cursor":null}