Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images

4 June 2018

Papers citing "Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images"

50 / 56 papers shown

Title
S3TU-Net: Structured Convolution and Superpixel Transformer for Lung Nodule Segmentation Yuke Wu Xiang Liu Yunyu Shi Xinyi Chen Zihao Wang YuQing Xu Shuo Wang MedIm ViT 111 0 0 19 Nov 2024
3D-LSPTM: An Automatic Framework with 3D-Large-Scale Pretrained Model for Laryngeal Cancer Detection Using Laryngoscopic Videos Meiyu Qiu Yongqian Li Wenjun Huang Haoyun Zhang Weiping Zheng Wenbin Lei Xiaomao Fan 41 0 0 02 Sep 2024
Few-Shot Medical Image Segmentation with High-Fidelity Prototypes Song Tang Shaxu Yan Xiaozhi Qi Jianxin Gao Mao Ye Jianwei Zhang Xiatian Zhu 103 0 0 26 Jun 2024
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation Chenxin Li Xinyu Liu Wenbo Li Cheng Wang Hengyu Liu Yifan Liu Zhen Chen Yixuan Yuan MedIm DiffM SSeg 143 145 0 05 Jun 2024
CLIP in Medical Imaging: A Comprehensive Survey Zihao Zhao Yuxiao Liu Han Wu Yonghao Li Sheng Wang L. Teng Disheng Liu Zhiming Cui Qian Wang Dinggang Shen CLIP MedIm LM&MA VLM 156 43 0 12 Dec 2023
Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRI Paula Ramirez Gilliland A. Uus Milou P. M. van Poppel I. Grigorescu J. Steinweg David F. A. Lloyd K. Pushparajah Andrew P. King Maria Deprez 32 1 0 13 Nov 2023
Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders P. Singh Luoyao Chen Mei Chen Jinqian Pan Raviteja Chukkapalli Shravan Chaudhari Jacopo Cirrone 84 5 0 21 Aug 2023
Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions Luyang Luo Xi Wang Yi Lin Xiaoqi Ma Andong Tan R. Chan V. Vardhanabhuti W. C. Chu Kwang-Ting Cheng Hao Chen 108 60 0 13 Apr 2023
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation Yi Lin Xiao Fang Dong Zhang Kwang-Ting Cheng Hao Chen MedIm 232 4 0 23 Mar 2023
Uncertainty-informed Mutual Learning for Joint Medical Image Classification and Segmentation Kai Ren K. Zou Xianjie Liu Yidi Chen Xuedong Yuan Xiaojing Shen Meng Wang Huazhu Fu EDL 66 14 0 17 Mar 2023
HALOS: Hallucination-free Organ Segmentation after Organ Resection Surgery Anne-Marie Rickmann Murong Xu Tom Nuno Wolf Oksana P. Kovalenko Christian Wachinger SSeg 63 3 0 14 Mar 2023
DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading Hasan Md Tusfiqur D. M. Nguyen M. T. N. Truong T. A. Nguyen Binh Duc Nguyen ... H. Profitlich Ngoc T. T. Than Ngan Le P. Xie Daniel Sonntag MedIm 83 8 0 30 Dec 2022
FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image Segmentation Hui Zhu Shi Shu Jianping Zhang SSeg 70 6 0 27 Oct 2022
Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathology Oliver Ester Fabian Horst C. Seibold J. Keyl Saskia Ting ... P. Ivanyi Viktor Grünwald J. Bräsen Jan Egger Jens Kleesiek 51 9 0 21 Oct 2022
Q-Net: Query-Informed Few-Shot Medical Image Segmentation Qianqian Shen Yanan Li Jiyong Jin B. Liu OOD 87 31 0 24 Aug 2022
CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image Jinkai Lv Yuyong Hu Quanshui Fu Zhiwang Zhang Yuqiang Hu Lin Lv Guoqing Yang Jinpeng Li Yi Zhao MedIm 62 9 0 23 Aug 2022
Hybrid Skip: A Biologically Inspired Skip Connection for the UNet Architecture N. Zioulis G. Albanis Petros Drakoulis Federico Álvarez D. Zarpalas P. Daras 53 13 0 11 Jul 2022
Deep Learning Fetal Ultrasound Video Model Match Human Observers in Biometric Measurements Szymon Płotka Adam Klasa Aneta Lisowska Joanna Seliga-Siwecka M. Lipa Tomasz Trzciñski Arkadiusz Sitek 58 35 0 27 May 2022
UNeXt: MLP-based Rapid Medical Image Segmentation Network Jeya Maria Jose Valanarasu Vishal M. Patel SSeg 78 521 0 09 Mar 2022
An Object Aware Hybrid U-Net for Breast Tumour Annotation S. Tripathi S. Singh 82 3 0 22 Feb 2022
A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification Jian Wu Wanli Liu Chen Li Tao Jiang Islam Mohammad Shariful Hongzan Sun Xiaoqi Li Xintong Li Xinyu Huang M. Grzegorzek SSeg 3DV 88 13 0 14 Feb 2022
Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays Benjamin Bergner Csaba Rohrer Aiham Taleb Martha Duchrau Guilherme De Leon J. A. Rodrigues F. Schwendicke J. Krois C. Lippert 46 1 0 17 Dec 2021
Multi-task UNet architecture for end-to-end autonomous driving Der-Hau Lee Jinn-Liang Liu 55 1 0 16 Dec 2021
MT-TransUNet: Mediating Multi-Task Tokens in Transformers for Skin Lesion Segmentation and Classification Jingye Chen Jieneng Chen Zongwei Zhou Bin Li Alan Yuille Yongyi Lu ViT MedIm 54 17 0 03 Dec 2021
Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data Ayaan Haque A. Imran Adam S. Wang D. Terzopoulos 62 9 0 25 Oct 2021
DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CT Mingyuan Meng B. Gu Lei Bi Shaoli Song Dagan Feng Jinman Kim MedIm 110 40 0 16 Sep 2021
MCUa: Multi-level Context and Uncertainty aware Dynamic Deep Ensemble for Breast Cancer Histology Image Classification Zakaria Senousy M. Abdelsamea M. Gaber Moloud Abdar R. Acharya Abbas Khosravi S. Nahavandi 99 60 0 24 Aug 2021
U-GAT: Multimodal Graph Attention Network for COVID-19 Outcome Prediction Matthias Keicher Hendrik Burwinkel David Bani-Harouni Magdalini Paschali Tobias Czempiel E. Burian Marcus R. Makowski R. Braren Nassir Navab T. Wendler 86 7 0 29 Jul 2021
Reconstructing Images of Two Adjacent Objects through Scattering Medium Using Generative Adversarial Network Xuetian Lai Qiongyao Li Ziyang Chen Xiaopeng Shao J. Pu GAN 18 0 0 24 Jul 2021
FetalNet: Multi-task Deep Learning Framework for Fetal Ultrasound Biometric Measurements Szymon Płotka T. Włodarczyk Adam Klasa M. Lipa Arkadiusz Sitek Tomasz Trzciñski 94 24 0 14 Jul 2021
BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images Li Lin Zhonghua Wang Jiewei Wu Yijin Huang Junyan Lyu Pujin Cheng Jiong Wu Xiaoying Tang 54 37 0 10 Jul 2021
A Survey on Graph-Based Deep Learning for Computational Histopathology David Ahmedt-Aristizabal M. Armin Simon Denman Clinton Fookes L. Petersson GNN AI4CE 91 113 0 01 Jul 2021
Tips and Tricks to Improve CNN-based Chest X-ray Diagnosis: A Survey Changhee Han Takayuki Okamoto Koichi Takeuchi Dimitris Katsios Andrey Grushnikov Masaaki Kobayashi Antoine Choppin Yuta Kurashina Yuki Shimahara 34 2 0 02 Jun 2021
Pyramid Medical Transformer for Medical Image Segmentation Zhuangzhuang Zhang Weixiong Zhang ViT MedIm 70 49 0 29 Apr 2021
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation Jeya Maria Jose Valanarasu Poojan Oza Ilker Hacihaliloglu Vishal M. Patel ViT MedIm 138 1,004 0 21 Feb 2021
Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation Vien Ngoc Dang Francesco Galati Rosa Cortese G. Giacomo Viola Marconeto Pratek Mathur Karim Lekadir Marco Lorenzi F. Prados Maria A. Zuluaga MedIm 80 36 0 22 Jan 2021
Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline Beibin Li E. Mercan Sachin Mehta S. Knezevich C. Arnold D. Weaver J. Elmore Linda G. Shapiro 127 6 0 11 Dec 2020
Weakly Supervised 3D Classification of Chest CT using Aggregated Multi-Resolution Deep Segmentation Features A. Saha F. I. Tushar Khrystyna Faryna Vincent M. DÁnniballe Rui Hou Maciej A. Mazurowski Geoffrey D. Rubin J. Lo 38 7 0 31 Oct 2020
Leveraging Adaptive Color Augmentation in Convolutional Neural Networks for Deep Skin Lesion Segmentation A. Saha Prem Prasad Abdullah Thabit MedIm 28 21 0 31 Oct 2020
MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images Ayaan Haque A. Imran Adam S. Wang Demetri Terzopoulos SSL 65 11 0 28 Oct 2020
Spontaneous preterm birth prediction using convolutional neural networks T. Włodarczyk Szymon Płotka Przemyslaw Rokita Nicole Sochacki-Wójcicka J. Wójcicki M. Lipa Tomasz Trzciñski 23 19 0 16 Aug 2020
HATNet: An End-to-End Holistic Attention Network for Diagnosis of Breast Biopsy Images Sachin Mehta Ximing Lu D. Weaver J. Elmore Hannaneh Hajishirzi Linda G. Shapiro 39 5 0 25 Jul 2020
Y-Net for Chest X-Ray Preprocessing: Simultaneous Classification of Geometry and Segmentation of Annotations John McManigle Raquel R Bartz Lawrence Carin 65 3 0 08 May 2020
Partly Supervised Multitask Learning A. Imran Chao Huang Hui Tang Wei Fan Yuan Xiao Dingjun Hao Zhen Qian D. Terzopoulos 29 12 0 05 May 2020
Joint Liver Lesion Segmentation and Classification via Transfer Learning Michal Heker H. Greenspan MedIm 88 34 0 26 Apr 2020
Fastidious Attention Network for Navel Orange Segmentation Xiaoye Sun Gongyang Li Shaoyun Xu 16 0 0 26 Mar 2020
T-Net: Learning Feature Representation with Task-specific Supervision for Biomedical Image Analysis Weinan Song Yuan Liang Jiawei Yang Kun Wang Lei He 35 0 0 19 Feb 2020
Learning to segment images with classification labels Ozan Ciga Anne L. Martel VLM 52 25 0 28 Dec 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 189 685 0 16 Oct 2019
Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architecture Rüdiger Schmitz F. Madesta M. Nielsen Jenny Krause R. Werner T. Rösch MedIm AI4CE 60 88 0 24 Sep 2019