DeepPap: Deep Convolutional Networks for Cervical Cell Classification

25 January 2018

Papers citing "DeepPap: Deep Convolutional Networks for Cervical Cell Classification"

39 / 39 papers shown

Title
AI Assisted Cervical Cancer Screening for Cytology Samples in Developing Countries Love Panta Suraj Prasai Karishma Malla Vaidya Shyam Shrestha Suresh Manandhar 44 0 0 29 Apr 2025
CytoFM: The first cytology foundation model Vedrana Ivezić Ashwath Radhachandran Ekaterina Redekop Shreeram S. Athreya Dongwoo Lee Vivek Sant Corey W. Arnold W. Speier 29 0 0 18 Apr 2025
CerviXpert: A Multi-Structural Convolutional Neural Network for Predicting Cervix Type and Cervical Cell Abnormalities Rashik Shahriar Akash Radiful Islam S. M. Saiful Islam Badhon K. S. M. T. Hossain 21 0 0 10 Sep 2024
Cervical Cancer Detection Using Multi-Branch Deep Learning Model Tatsuhiro Baba Abu Saleh Musa Miah Jungpil Shin Md. Al-Hasan 33 1 0 20 Aug 2024
Automated Report Generation for Lung Cytological Images Using a CNN Vision Classifier and Multiple-Transformer Text Decoders: Preliminary Study Atsushi Teramoto Ayano Michiba Yuka Kiriyama Tetsuya Tsukamoto K. Imaizumi H. Fujita MedIm 21 1 0 26 Mar 2024
Cell Graph Transformer for Nuclei Classification Wei Lou Guanbin Li Xiang Wan Haofeng Li ViT MedIm 55 4 0 20 Feb 2024
A Voting-Stacking Ensemble of Inception Networks for Cervical Cytology Classification Linyi Qian Qiang Huang Yulin Chen Junzhou Chen 11 1 0 05 Aug 2023
Attention Mechanisms in Medical Image Segmentation: A Survey Yutong Xie Bing Yang Qi Guan Jianpeng Zhang Qi Wu Yong-quan Xia ViT MedIm 25 16 0 29 May 2023
Breast Cancer Immunohistochemical Image Generation: a Benchmark Dataset and Challenge Review Chuang Zhu Shengjie Liu Zekuan Yu Fengjuan Xu Arpit Aggarwal ... Vivek Kumar Singh Farhan Akram Md. Mostafa Kamal Sarker Z. Shi M. Jin 17 6 0 05 May 2023
Structure Embedded Nucleus Classification for Histopathology Images Wei Lou Xiang Wan Guanbin Li X. Lou Chenghang Li Feng Gao Haofeng Li 18 9 0 22 Feb 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 28 1 0 29 May 2022
A Pathology-Based Machine Learning Method to Assist in Epithelial Dysplasia Diagnosis Karoline da Rocha J. Bermudez E. Rivero M. Costa 9 3 0 07 Apr 2022
Deep Learning for Computational Cytology: A Survey Hao Jiang Yanning Zhou Yi-Mou Lin R. Chan Jiangshu Liu Hao Chen 19 75 0 10 Feb 2022
Classification of Histopathology Images of Lung Cancer Using Convolutional Neural Network (CNN) Neha Baranwal Preethi Doravari Renu Kachhoria 11 19 0 27 Dec 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 27 32 0 10 Oct 2021
An Efficient Cervical Whole Slide Image Analysis Framework Based on Multi-scale Semantic and Location Deep Features Ziquan Wei Shenghua Cheng Junbo Hu Li Chen Shaoqun Zeng Xiuli Liu 23 9 0 29 Jun 2021
Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection Hritam Basak Rohit Kundu S. Chakraborty N. Das 46 70 0 09 Jun 2021
What is the State of the Art of Computer Vision-Assisted Cytology? A Systematic Literature Review André Victória Matias João Gustavo Atkinson Amorim Luiz Antonio Buschetto Macarini Allan Cerentini A. S. Onofre F. Onofre Felipe Perozzo Daltoé M. Stemmer A. V. Wangenheim 25 18 0 24 May 2021
Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: from convolutional neural networks to visual transformers Wanli Liu Chen Li M. Rahaman Tao Jiang Hongzan Sun ... Weiming Hu Hao Chen Changhao Sun Yudong Yao M. Grzegorzek 33 54 0 16 May 2021
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
GAN based Unsupervised Segmentation: Should We Match the Exact Number of Objects Quan Liu Isabella M. Gaeta Bryan A. Millis M. Tyska Yuankai Huo 11 8 0 22 Oct 2020
SDCT-AuxNet $^θ$ : DCT Augmented Stain Deconvolutional CNN with Auxiliary Classifier for Cancer Diagnosis S. Gehlot Anubha Gupta Ritu Gupta MedIm 6 54 0 30 May 2020
Cell Segmentation by Combining Marker-Controlled Watershed and Deep Learning F. Lux P. Matula 12 24 0 03 Apr 2020
Cytology Image Analysis Techniques Towards Automation: Systematically Revisited Shyamali Mitra N. Das Soumyajyoti Dey Sukanta Chakrabarty M. Nasipuri M. K. Naskar 17 8 0 17 Mar 2020
Towards a Complete Pipeline for Segmenting Nuclei in Feulgen-Stained Images Luiz Antonio Buschetto Macarini A. V. Wangenheim Felipe Perozzo Daltoé A. S. Onofre F. Onofre M. Stemmer 8 4 0 19 Feb 2020
A Novel Automation-Assisted Cervical Cancer Reading Method Based on Convolutional Neural Network Yao Xiang Wan-Wan Sun Changli Pan Meng Yan Zhihua Yin Yixiong Liang 8 71 0 14 Dec 2019
A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images Jiahao Lu Natavsa Sladoje Christina Runow Stark E. D. Ramqvist Jan-Michaél Hirsch Joakim Lindblad MedIm 11 31 0 23 Oct 2019
Comparing Deep Learning Models for Multi-cell Classification in Liquid-based Cervical Cytology Images Sudhir Sornapudi G. Brown Z. Xue L. Long Lisa Allen Sameer Kiran Antani 9 26 0 02 Oct 2019
Automated identification of neural cells in the multi-photon images using deep-neural networks Si-Baek Seong Hae-Jeong Park 11 3 0 25 Sep 2019
Regression Constraint for an Explainable Cervical Cancer Classifier Antoine Pirovano Leandro Giordano Almeida Saïd Ladjal 6 2 0 07 Aug 2019
River Ice Segmentation with Deep Learning Abhineet Singh H. Kalke M. Loewen Nilanjan Ray SSeg 14 46 0 14 Jan 2019
Algorithms for screening of Cervical Cancer: A chronological review Yasha Singh Dhruv Srivastava P. Chandranand Surinder Singh 14 14 0 02 Nov 2018
LeukoNet: DCT-based CNN architecture for the classification of normal versus Leukemic blasts in B-ALL Cancer Simmi Mourya Sonaal Kant Pulkit Kumar Anubha Gupta Ritu Gupta MedIm 11 28 0 18 Oct 2018
Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks Haoming Lin Yuyang Hu Siping Chen Jianhua Yao Ling Zhang 11 87 0 14 Oct 2018
Comparison-Based Convolutional Neural Networks for Cervical Cell/Clumps Detection in the Limited Data Scenario Yixiong Liang Zhihong Tang Meng Yan Jialin Chen Qing Liu Yao Xiang 20 11 0 14 Oct 2018
Considerations for a PAP Smear Image Analysis System with CNN Features Srishti Gautam K. HarinarayanK. Nirmal Jith A. Sao Arnav V. Bhavsar A. Natarajan 23 33 0 23 Jun 2018
Convolutional Invasion and Expansion Networks for Tumor Growth Prediction Ling Zhang Le Lu Ronald M. Summers E. Kebebew Jianhua Yao MedIm 19 61 0 25 Jan 2018
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,634 0 03 Jul 2012