{"total":37,"rows":[{"id":"2103.10504","title":"UNETR: Transformers for 3D Medical Image Segmentation","created":"2021-03-18","cited_by_count":959,"area":null},{"id":"2107.09842","title":"Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation","created":"2021-07-21","cited_by_count":47,"area":null},{"id":"2208.03392","title":"Federated Learning for Medical Applications: A Taxonomy, Current Trends, Challenges, and Future Research Directions","created":"2022-08-05","cited_by_count":35,"area":null},{"id":"2106.10637","title":"More than Encoder: Introducing Transformer Decoder to Upsample","created":"2021-06-20","cited_by_count":26,"area":null},{"id":"2301.03281","title":"The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challenge","created":"2023-01-09","cited_by_count":26,"area":null},{"id":"2103.00429","title":"Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models","created":"2021-02-28","cited_by_count":22,"area":null},{"id":"2212.14310","title":"MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery","created":"2022-12-29","cited_by_count":22,"area":null},{"id":"2304.00212","title":"Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization","created":"2023-04-01","cited_by_count":16,"area":null},{"id":"2109.14172","title":"Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis from Lung CT Scans with Multi-Scale Guided Dense Attention","created":"2021-09-29","cited_by_count":14,"area":null},{"id":"2112.10652","title":"HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet","created":"2021-12-20","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":"2109.12634","title":"A Novel Hybrid Convolutional Neural Network for Accurate Organ Segmentation in 3D Head and Neck CT Images","created":"2021-09-26","cited_by_count":7,"area":null},{"id":"2310.06557","title":"Data efficient deep learning for medical image analysis: A survey","created":"2023-10-10","cited_by_count":6,"area":null},{"id":"2102.12056","title":"Multi-Slice Low-Rank Tensor Decomposition Based Multi-Atlas Segmentation: Application to Automatic Pathological Liver CT Segmentation","created":"2021-02-24","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":"2205.09299","title":"3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation","created":"2022-05-19","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":"2203.03640","title":"Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder Network","created":"2022-03-07","cited_by_count":2,"area":null},{"id":"2204.06779","title":"3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of Transformer-MLP Paradigm for Dense Prediction in Medical Volume","created":"2022-04-14","cited_by_count":2,"area":null},{"id":"2205.13199","title":"Decoupled Pyramid Correlation Network for Liver Tumor Segmentation from CT images","created":"2022-05-26","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":"2105.14130","title":"3D U-NetR: Low Dose Computed Tomography Reconstruction via Deep Learning and 3 Dimensional Convolutions","created":"2021-05-28","cited_by_count":1,"area":null},{"id":"2109.08853","title":"A survey on deep learning approaches for breast cancer diagnosis","created":"2021-09-18","cited_by_count":1,"area":null},{"id":"2203.10773","title":"Slice Imputation: Intermediate Slice Interpolation for Anisotropic 3D Medical Image Segmentation","created":"2022-03-21","cited_by_count":1,"area":null},{"id":"2209.05771","title":"Moving from 2D to 3D: volumetric medical image classification for rectal cancer staging","created":"2022-09-13","cited_by_count":1,"area":null},{"id":"2311.16213","title":"Seeing Beyond Cancer: Multi-Institutional Validation of Object Localization and 3D Semantic Segmentation using Deep Learning for Breast MRI","created":"2023-11-27","cited_by_count":1,"area":null},{"id":"2404.09472","title":"Q2A: Querying Implicit Fully Continuous Feature Pyramid to Align Features for Medical Image Segmentation","created":"2024-04-15","cited_by_count":1,"area":null},{"id":"2409.17110","title":"MorphoSeg: An Uncertainty-Aware Deep Learning Method for Biomedical Segmentation of Complex Cellular Morphologies","created":"2024-09-25","cited_by_count":1,"area":null},{"id":"2105.08506","title":"COVID-19 Detection in Computed Tomography Images with 2D and 3D Approaches","created":"2021-05-16","cited_by_count":0,"area":null},{"id":"2111.08606","title":"Advancement of Deep Learning in Pneumonia and Covid-19 Classification and Localization: A Qualitative and Quantitative Analysis","created":"2021-11-16","cited_by_count":0,"area":null},{"id":"2112.09216","title":"A Deep-Learning Framework for Improving COVID-19 CT Image Quality and Diagnostic Accuracy","created":"2021-12-16","cited_by_count":0,"area":null},{"id":"2211.11749","title":"Towards Automatic Prediction of Outcome in Treatment of Cerebral Aneurysms","created":"2022-11-18","cited_by_count":0,"area":null},{"id":"2308.11969","title":"Anisotropic Hybrid Networks for liver tumor segmentation with uncertainty quantification","created":"2023-08-23","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":"2405.09851","title":"Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images -- Nevus & Melanoma","created":"2024-05-16","cited_by_count":0,"area":null},{"id":"2406.07688","title":"AI Radiologist: Revolutionizing Liver Tissue Segmentation with Convolutional Neural Networks and a Clinician-Friendly GUI","created":"2024-06-11","cited_by_count":0,"area":null},{"id":"2410.23649","title":"Deep Convolutional Neural Networks on Multiclass Classification of Three-Dimensional Brain Images for Parkinson's Disease Stage Prediction","created":"2024-10-31","cited_by_count":0,"area":null}],"next_cursor":null}