PseudoEdgeNet: Nuclei Segmentation only with Point Annotations

7 June 2019

Papers citing "PseudoEdgeNet: Nuclei Segmentation only with Point Annotations"

31 / 31 papers shown

Title
Leveraging Weak Supervision for Cell Localization in Digital Pathology Using Multitask Learning and Consistency Loss Berke Levent Cesur Ayse Humeyra Dur Karasayar Pinar Bulutay Nilgun Kapucuoglu Cisel Aydin Mericoz ... Javidan Osmanli Burhan Soner Yetkili Ibrahim Kulac C. Koyuncu Cigdem Demir 74 0 0 19 Dec 2024
A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention João D. Nunes D. Montezuma Domingos Oliveira Tania Pereira Jaime S. Cardoso 49 1 0 26 Jul 2024
A Point-Neighborhood Learning Framework for Nasal Endoscope Image Segmentation Pengyu Jie Wanquan Liu Chenqiang Gao Yihui Wen Rui He Pengcheng Li Jintao Zhang Deyu Meng 30 0 0 30 May 2024
DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions Ye Zhang Yifeng Wang Zijie Fang Hao Bian Linghan Cai Ziyue Wang Yongbing Zhang 38 3 0 23 Apr 2024
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models Yuyan Shi Jialu Ma Jin Yang Shasha Wang Yichi Zhang MedIm VLM 19 2 0 20 Apr 2024
BoNuS: Boundary Mining for Nuclei Segmentation with Partial Point Labels Yi-Mou Lin Zeyu Wang Dong-Ming Zhang Kwang-Ting Cheng Hao Chen 50 7 0 15 Jan 2024
Label-efficient Contrastive Learning-based model for nuclei detection and classification in 3D Cardiovascular Immunofluorescent Images Nazanin Moradinasab Rebecca A. Deaton Laura S. Shankman Gary K. Owens Donald E. Brown MedIm 11 1 0 07 Sep 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 26 3 0 26 Jun 2023
Scribble-supervised Cell Segmentation Using Multiscale Contrastive Regularization Hyunwoo Oh Kanggeun Lee Won-Ki Jeong 34 8 0 25 Jun 2023
Application of attention-based Siamese composite neural network in medical image recognition Zihao Huang Yue Wang Weixing Xin Xing Lin Huizhen Li Haowen Chen Yizhen Lao Xia Chen 19 0 0 19 Apr 2023
Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions Luyang Luo Xi Wang Yi-Mou Lin Xiaoqi Ma Andong Tan R. Chan V. Vardhanabhuti W. C. Chu Kwang-Ting Cheng Hao Chen 33 50 0 13 Apr 2023
Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational model Hongrun Zhang Liam Burrows Y. Meng Declan Sculthorpe Abhik Mukherjee Sarah E Coupland Ke-long Chen Yalin Zheng 26 13 0 07 Apr 2023
Topology-Guided Multi-Class Cell Context Generation for Digital Pathology Shahira Abousamra Rajarsi R. Gupta Tahsin M. Kurc Dimitris Samaras Joel H. Saltz Chao Chen MedIm 25 7 0 05 Apr 2023
Annotation by Clicks: A Point-Supervised Contrastive Variance Method for Medical Semantic Segmentation Qing En Yuhong Guo 15 4 0 17 Dec 2022
Unsupervised Dense Nuclei Detection and Segmentation with Prior Self-activation Map For Histology Images Pingyi Chen Chenglu Zhu Zhongyi Shui Jiatong Cai S. Zheng Shichuan Zhang L. Yang 19 4 0 14 Oct 2022
Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review Esha Sadia Nasir Arshi Parvaiz M. Fraz 26 14 0 26 Aug 2022
Weakly Supervised Deep Instance Nuclei Detection using Points Annotation in 3D Cardiovascular Immunofluorescent Images Nazanin Moradinasab Yash Sharma Laura S. Shankman Gary K. Owens Donald E. Brown 21 1 0 29 Jul 2022
BFS-Net: Weakly Supervised Cell Instance Segmentation from Bright-Field Microscopy Z-Stacks Shervin Dehghani Benjamin Busam Nassir Navab A. Nasseri 22 0 0 09 Jun 2022
Weakly Supervised Attended Object Detection Using Gaze Data as Annotations Michele Mazzamuto Francesco Ragusa Antonino Furnari G. Signorello G. Farinella 23 9 0 14 Apr 2022
Nuclei Segmentation with Point Annotations from Pathology Images via Self-Supervised Learning and Co-Training Yi Lin Z. Qu Hao Chen Zhongke Gao Yuexiang Li Lili Xia Kai Ma Yefeng Zheng Kwang-Ting Cheng 16 25 0 16 Feb 2022
Weakly Supervised Nuclei Segmentation via Instance Learning Weizhen Liu Qian He Xuming He 23 17 0 03 Feb 2022
A Light-weight Interpretable Compositional Model for Nuclei Detection and Weakly-Supervised Segmentation Yixiao Zhang Adam Kortylewski Qing Liu Seyoun Park B. Green ... Ryan Walk Sigfredo Soto-Diaz J. Taube A. Szalay Alan Yuille 13 1 0 26 Oct 2021
Multi-Class Cell Detection Using Spatial Context Representation Shahira Abousamra David Belinsky John S. Van Arnam F. Allard E. Yee Rajarsi R. Gupta Tahsin M. Kurc Dimitris Samaras Joel H. Saltz Chao Chen 30 32 0 10 Oct 2021
SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images Yibao Sun Xingru Huang Huiyu Zhou Qianni Zhang 30 31 0 25 Jun 2021
Point-supervised Segmentation of Microscopy Images and Volumes via Objectness Regularization Shijie Li Neel Dey Katharina Bermond L. Emde C. Curcio T. Ach Guido Gerig 3DPC 23 6 0 09 Mar 2021
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models Jialin Peng Ye Wang VLM 14 58 0 28 Feb 2021
Split and Expand: An inference-time improvement for Weakly Supervised Cell Instance Segmentation Lin Geng Foo Rui En Ho Jiamei Sun Alexander Binder 13 0 0 21 Jul 2020
NINEPINS: Nuclei Instance Segmentation with Point Annotations Ting-An Yen Hung-Chun Hsu Pushpak Pati M. Gabrani Antonio Foncubierta-Rodríguez P. Chung 17 4 0 24 Jun 2020
Scribble2Label: Scribble-Supervised Cell Segmentation via Self-Generating Pseudo-Labels with Consistency Hyeonsoo Lee Won-Ki Jeong 33 111 0 23 Jun 2020
NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images Navid Alemi Koohbanani Mostafa Jahanifar Neda Zamani Tajadin Nasir M. Rajpoot 19 121 0 29 May 2020
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization Yiqiu Shen Nan Wu Jason Phang Jungkyu Park Kangning Liu ... Laura Heacock S. G. Kim Linda Moy Kyunghyun Cho Krzysztof J. Geras 21 167 0 13 Feb 2020