Deep Supervision for Pancreatic Cyst Segmentation in Abdominal CT Scans

22 June 2017

Papers citing "Deep Supervision for Pancreatic Cyst Segmentation in Abdominal CT Scans"

29 / 29 papers shown

Title
A Dual-Task Synergy-Driven Generalization Framework for Pancreatic Cancer Segmentation in CT ScansIEEE Transactions on Medical Imaging (IEEE TMI), 2025 Jun Li Yujiao Shi Haibo Shi Minhong Li Qiwei Li Xiaohua Qian MedIm 219 0 0 03 May 2025
Improving World Models using Deep Supervision with Linear Probes Andrii Zahorodnii 168 0 0 04 Apr 2025
Counterfactuals and Uncertainty-Based Explainable Paradigm for the Automated Detection and Segmentation of Renal Cysts in Computed Tomography Images: A Multi-Center Study Zohaib Salahuddin A. Ibrahim Sheng Kuang Y. Widaatalla R. Miclea ... Tom Marcelissen Patricia Zondervan Auke Jager Philippe Lambin Henry C. Woodruff MedIm 233 1 0 07 Aug 2024
Meta-information-aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CTInformation Processing in Medical Imaging (IPMI), 2023 Bo Zhou Yingda Xia Jiawen Yao Le Lu Jingren Zhou Chi Liu James S. Duncan Ling Zhang MedIm 141 2 0 02 Mar 2023
A Comprehensive Review on Deep Supervision: Theories and Applications Renjie Li Xinyi Wang Guangtai Huang Wenli Yang Kaining Zhang Xiaodong Gu Son N. Tran Saurabh Garg Jane Elizabeth Alty Quan-wei Bai CLIP 133 21 0 06 Jul 2022
Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI imagesAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022 Federica Proietto Salanitri Giovanni Bellitto S. Palazzo Ismail Irmakci Michael B. Wallace ... S. Hoogenboom Marco Aldinucci Ulas Bagci D. Giordano C. Spampinato ViT MedIm 102 12 0 21 Jun 2022
Supervision by Denoising for Medical Image SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Sean I. Young Adrian Dalca Enzo Ferrante Polina Golland Christopher A. Metzler Bruce Fischl Juan Eugenio Iglesias 187 6 0 07 Feb 2022
External Attention Assisted Multi-Phase Splenic Vascular Injury Segmentation with Limited DataIEEE Transactions on Medical Imaging (IEEE TMI), 2021 Yuyin Zhou D. Dreizin Yan Wang Fengze Liu Wei Shen Alan Yuille 148 18 0 04 Jan 2022
An End-to-end Entangled Segmentation and Classification Convolutional Neural Network for Periodontitis Stage Grading from Periapical Radiographic ImagesIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021 Tanjida Kabir Chun-Teh Lee J. Nelson Sally Sheng Hsiu-Wan Meng Luyao Chen Muhammad Walji Xioaqian Jiang Shayan Shams 99 14 0 27 Sep 2021
Every Annotation Counts: Multi-label Deep Supervision for Medical Image SegmentationComputer Vision and Pattern Recognition (CVPR), 2021 Simon Reiß C. Seibold Alexander Freytag E. Rodner Rainer Stiefelhagen 194 70 0 27 Apr 2021
3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management Tianyi Zhao Kai Cao Jiawen Yao Isabella Nogues Le Lu Lingyun Huang Jing Xiao Zhaozheng Yin Ling Zhang MedIm 184 38 0 08 Dec 2020
Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples Yingwei Li Zhuotun Zhu Yuyin Zhou Yingda Xia Wei Shen Elliot K. Fishman Alan Yuille MedIm 178 27 0 29 Oct 2020
Segmentation for Classification of Screening Pancreatic Neuroendocrine Tumors Zhuotun Zhu Yongyi Lu Wei Shen Elliot K. Fishman Alan Yuille 116 10 0 04 Apr 2020
Hyper-Pairing Network for Multi-Phase Pancreatic Ductal Adenocarcinoma SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019 Yuyin Zhou Yingwei Li Zhishuai Zhang Yan Wang Angtian Wang Elliot K. Fishman Alan Yuille Seyoun Park 118 50 0 03 Sep 2019
FusionNet: Incorporating Shape and Texture for Abnormality Detection in 3D Abdominal CT Scans Fengze Liu Yuyin Zhou Elliot K. Fishman Alan Yuille MedIm 199 0 0 21 Aug 2019
Multi-Scale Attentional Network for Multi-Focal Segmentation of Active Bleed after Pelvic Fractures Yuyin Zhou D. Dreizin Yingwei Li Zhishuai Zhang Yan Wang Alan Yuille MedIm 153 17 0 23 Jun 2019
Phase Collaborative Network for Two-Phase Medical Image Segmentation Huangjie Zheng Lingxi Xie Tianwei Ni Ya Zhang Yanfeng Wang Qi Tian Elliot K. Fishman Alan Yuille MedIm 157 6 0 28 Nov 2018
Splenomegaly Segmentation on Multi-modal MRI using Deep Convolutional NetworksIEEE Transactions on Medical Imaging (IEEE TMI), 2018 Yuankai Huo Zhoubing Xu Shunxing Bao Camilo Bermudez Hyeonsoo Moon ... T. Moyo M. Savona A. Assad R. Abramson Bennett A. Landman 147 51 0 09 Nov 2018
Learning Deep Representations for Semantic Image Parsing: a Comprehensive Overview Lili Huang Jiefeng Peng Ruimao Zhang Guanbin Li Liang Lin VLM SSL SSeg 108 13 0 10 Oct 2018
Small Organ Segmentation in Whole-body MRI using a Two-stage FCN and Weighting Schemes V. Valindria I. Lavdas Juan J. Cerrolaza E. Aboagye A. Rockall Daniel Rueckert Ben Glocker 120 18 0 30 Jul 2018
Multi-Scale Coarse-to-Fine Segmentation for Screening Pancreatic Ductal AdenocarcinomaInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2018 Zhuotun Zhu Yingda Xia Lingxi Xie Elliot K. Fishman Alan Yuille MedIm 192 105 0 09 Jul 2018
Deep Sequential Segmentation of Organs in Volumetric Medical ScansIEEE Transactions on Medical Imaging (IEEE TMI), 2018 A. A. Novikov David Major M. Wimmer Dimitrios Lenis Katja Bühler 138 73 0 06 Jul 2018
Joint Shape Representation and Classification for Detecting PDAC Fengze Liu Lingxi Xie Yingda Xia Elliot K. Fishman Alan Yuille MedIm 136 18 0 27 Apr 2018
Semi-Supervised Multi-Organ Segmentation via Deep Multi-Planar Co-Training Yuyin Zhou Yan Wang Peng Tang S. Bai Wei Shen Elliot K. Fishman Alan Yuille 233 142 0 07 Apr 2018
Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches Sarfaraz Hussein Pujan Kandel C. Bolan Michael B. Wallace Ulas Bagci 325 240 0 10 Jan 2018
A 3D Coarse-to-Fine Framework for Volumetric Medical Image Segmentation Zhuotun Zhu Yingda Xia Wei-Che Shen Elliot K. Fishman Alan Yuille 187 144 0 01 Dec 2017
Towards Automatic 3D Shape Instantiation for Deployed Stent Grafts: 2D Multiple-class and Class-imbalance Marker Segmentation with Equally-weighted Focal U-Net Xiao-Yun Zhou Su-Lin Lee Guang-Zhong Yang 3DPC 259 34 0 04 Nov 2017
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes Xiaomeng Li Hao Chen Xiaojuan Qi Qi Dou Chi-Wing Fu Pheng Ann Heng 235 103 0 21 Sep 2017
Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation Qihang Yu Lingxi Xie Yan Wang Yuyin Zhou Elliot K. Fishman Alan Yuille MedIm 162 3 0 13 Sep 2017