Histopathology Image | List of Frontiers open access articles

Original Research

Published on 17 Jan 2024

Histopathology image classification: highlighting the gap between manual analysis and AI automation

in Cancer Imaging and Image-directed Interventions

Refika Sultan Doğan
Bülent Yılmaz

Frontiers in Oncology

doi 10.3389/fonc.2023.1325271

7,392 views
17 citations

Original Research

Published on 18 May 2023

A multilayer perceptron-based model applied to histopathology image classification of lung adenocarcinoma subtypes

in Cancer Imaging and Image-directed Interventions

Mingyang Liu
Liyuan Li
Haoran Wang
Xinyu Guo
Yunpeng Liu
Yuguang Li
Kaiwen Song
Yanbin Shao
Fei Wu
Junjie Zhang

Frontiers in Oncology

doi 10.3389/fonc.2023.1172234

3,183 views
14 citations

Original Research

Published on 30 Mar 2022

Exploring Histological Similarities Across Cancers From a Deep Learning Perspective

in Cancer Imaging and Image-directed Interventions

Ashish Menon
Piyush Singh
P. K. Vinod
C. V. Jawahar

Frontiers in Oncology

doi 10.3389/fonc.2022.842759

4,187 views
10 citations

Original Research

Published on 25 Jun 2021

Automatic Pancreatic Ductal Adenocarcinoma Detection in Whole Slide Images Using Deep Convolutional Neural Networks

in Gastrointestinal Cancers

Hao Fu
Weiming Mi
Boju Pan
Yucheng Guo
Junjie Li
Rongyan Xu
Jie Zheng
Chunli Zou
Tao Zhang
Zhiyong Liang

Frontiers in Oncology

doi 10.3389/fonc.2021.665929

9,030 views
48 citations

Original Research

Published on 17 Oct 2025

A lightweight CNN for colon cancer tissue classification and visualization

in Cancer Imaging and Image-directed Interventions

Jie Li
Weiwei Goh
Noor Zaman Jhanjhi

Frontiers in Oncology

doi 10.3389/fonc.2025.1659010

2,290 views
2 citations

Review

Published on 10 Sep 2021

Deep Learning of Histopathology Images at the Single Cell Level

in Medicine and Public Health

Kyubum Lee
John H. Lockhart
Mengyu Xie
Ritu Chaudhary
Robbert J. C. Slebos
Elsa R. Flores
Christine H. Chung
Aik Choon Tan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.754641

38,929 views
58 citations

Original Research

Published on 24 May 2023

Carotid atherosclerotic plaque segmentation in multi-weighted MRI using a two-stage neural network: advantages of training with high-resolution imaging and histology

in Cardiovascular Imaging

Ran Li
Jie Zheng
Mohamed A. Zayed
Jeffrey E. Saffitz
Pamela K. Woodard
Abhinav K. Jha

Frontiers in Cardiovascular Medicine

doi 10.3389/fcvm.2023.1127653

4,336 views
8 citations

Articles

Histopathology image classification: highlighting the gap between manual analysis and AI automation

A multilayer perceptron-based model applied to histopathology image classification of lung adenocarcinoma subtypes

Exploring Histological Similarities Across Cancers From a Deep Learning Perspective

Automatic Pancreatic Ductal Adenocarcinoma Detection in Whole Slide Images Using Deep Convolutional Neural Networks

A lightweight CNN for colon cancer tissue classification and visualization

Deep Learning of Histopathology Images at the Single Cell Level

Carotid atherosclerotic plaque segmentation in multi-weighted MRI using a two-stage neural network: advantages of training with high-resolution imaging and histology