Deep Learning for Computational Cytology: A Survey

Deep Learning for Computational Cytology: A Survey

10 February 2022

Hao Chen

Papers citing "Deep Learning for Computational Cytology: A Survey"

19 / 19 papers shown

Title
PND-Net: Plant Nutrition Deficiency and Disease Classification using Graph Convolutional Network Asish Bera D. Bhattacharjee O. Krejcar 22 22 0 16 Oct 2024
GAInS: Gradient Anomaly-aware Biomedical Instance Segmentation Runsheng Liu Hao Jiang Yanning Zhou Huangjing Lin Liansheng Wang Hao Chen ISeg 18 1 0 21 Sep 2024
Holistic and Historical Instance Comparison for Cervical Cell Detection Hao Jiang Runsheng Liu Yanning Zhou Huangjing Lin Hao Chen 18 0 0 21 Sep 2024
Mamba2MIL: State Space Duality Based Multiple Instance Learning for Computational Pathology Yuqi Zhang Xiaoqian Zhang Jiakai Wang Yuancheng Yang Taiying Peng Chao Tong Mamba 50 0 0 27 Aug 2024
A Nasal Cytology Dataset for Object Detection and Deep Learning M. Camporeale Giovanni Dimauro Matteo Gelardi Giorgia Iacobellis Mattia Sebastiano Ladisa Sergio Latrofa Nunzia Lomonte 16 0 0 21 Apr 2024
Fuzzy Rank-based Late Fusion Technique for Cytology image Segmentation Soumyajyoti Dey S. Chakraborty Utso Guha Roy Nibaran Das 25 2 0 16 Mar 2024
Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images Johannes Raufeisen Kunpeng Xie Fabian Horst Till Braunschweig Jianning Li ... Jan Egger Bastian Leibe Frank Hölzle Alexander Hermans B. Puladi 26 0 0 28 Jan 2024
Deep Learning Techniques for Cervical Cancer Diagnosis based on Pathology and Colposcopy Images Hana Ahmadzadeh Sarhangi Dorsa Beigifard Elahe Farmani Hamidreza Bolhasani 14 9 0 25 Oct 2023
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 32 12 0 10 Oct 2023
Gravity Network for end-to-end small lesion detection Ciro Russo Alessandro Bria Claudio Marrocco MedIm 24 0 0 22 Sep 2023
LESS: Label-efficient Multi-scale Learning for Cytological Whole Slide Image Screening Beidi Zhao Wenlong Deng Zi Han Li Li Chen Zhou Zuhua Gao Gang Wang Xiaoxiao Li 19 0 0 06 Jun 2023
Image Quality-aware Diagnosis via Meta-knowledge Co-embedding Haoxuan Che Si Chen Haoxing Chen 30 16 0 27 Mar 2023
DoNet: Deep De-overlapping Network for Cytology Instance Segmentation Hao Jiang Rushan Zhang Yanning Zhou Yumeng Wang Hao Chen ISeg 25 21 0 25 Mar 2023
Digital staining in optical microscopy using deep learning -- a review Lucas Kreiss Shaowei Jiang Xiang Li Shiqi Xu Kevin C Zhou ... Seung Ah Lee G. Zheng Kyle J. Lafata O. Friedrich R. Horstmeyer 39 14 0 14 Mar 2023
Exploring Contextual Relationships for Cervical Abnormal Cell Detection Yixiong Liang Shuo Feng Qing Liu Hulin Kuang Jianfeng Liu Liyan Liao Yun Du Jianxin Wang 21 12 0 11 Jul 2022
Cervical Glandular Cell Detection from Whole Slide Image with Out-Of-Distribution Data Zi-Hao Wei Shenghua Cheng Jing Cai Shaoqun Zeng Xiuli Liu Zehua Wang 17 1 0 29 May 2022
DeepCervix: A Deep Learning-based Framework for the Classification of Cervical Cells Using Hybrid Deep Feature Fusion Techniques M. Rahaman Chen Li Yudong Yao Frank Kulwa Xiangchen Wu Xirong Li Qian Wang 36 188 0 24 Feb 2021
The Future of Digital Health with Federated Learning Nicola Rieke Jonny Hancox Wenqi Li Fausto Milletari H. Roth ... Ronald M. Summers Andrew Trask Daguang Xu Maximilian Baust M. Jorge Cardoso OOD 174 1,703 0 18 Mar 2020
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 278 10,608 0 19 Feb 2017