Deep-Learning for Classification of Colorectal Polyps on Whole-Slide Images

5 March 2017

Papers citing "Deep-Learning for Classification of Colorectal Polyps on Whole-Slide Images"

42 / 42 papers shown

Title
Surgical Scene Understanding in the Era of Foundation AI Models: A Comprehensive Review Ufaq Khan Umair Nawaz A. Qayyum Shazad Ashraf Muhammad Bilal Junaid Qadir 81 0 0 24 Feb 2025
Improving Colorectal Cancer Screening and Risk Assessment through Predictive Modeling on Medical Images and Records Shuai Jiang Christina Robinson Joseph Anderson William Hisey Lynn Butterly A. Suriawinata Saeed Hassanpour 24 0 0 13 Oct 2024
Artificial Intelligence for Digital and Computational Pathology Andrew H. Song Guillaume Jaume Drew F. K. Williamson Ming Y. Lu Anurag J. Vaidya Tiffany R. Miller Faisal Mahmood AI4CE 30 130 0 13 Dec 2023
Deep Learning-Based Open Source Toolkit for Eosinophil Detection in Pediatric Eosinophilic Esophagitis Juming Xiong Yilin Liu Ruining Deng R. Tyree Hernán Correa Girish Hiremath Yaohong Wang Yuankai Huo 21 2 0 11 Aug 2023
A vision transformer-based framework for knowledge transfer from multi-modal to mono-modal lymphoma subtyping models Bilel Guetarni Féryal Windal H. Benhabiles Marianne Petit Romain Dubois Emmanuelle Leteurtre Dominique Collard DiffM 25 2 0 02 Aug 2023
Automated identification and quantification of myocardial inflammatory infiltration in digital histological images to diagnose myocarditis Yanyun Liu Xiumeng Hua Shouping Zhu Congrui Wang Xiao Chen Yu Shi Jiangping Song Weihua Zhou 16 0 0 03 Jul 2023
Machine Learning Methods for Cancer Classification Using Gene Expression Data: A Review F. Alharbi Aleksandar Vakanski 14 99 0 28 Jan 2023
HistoPerm: A Permutation-Based View Generation Approach for Improving Histopathologic Feature Representation Learning Joseph DiPalma Lorenzo Torresani Saeed Hassanpour AI4TS MedIm 27 2 0 13 Sep 2022
Subclass Knowledge Distillation with Known Subclass Labels A. Sajedi Y. Lawryshyn Konstantinos N. Plataniotis 21 3 0 17 Jul 2022
Evaluating histopathology transfer learning with ChampKit Jakub R. Kaczmarzyk Tahsin M. Kurc Shahira Abousamra Rajarsi R. Gupta Joel H. Saltz Peter K. Koo VLM MedIm 32 7 0 14 Jun 2022
Inference of captions from histopathological patches M. Tsuneki F. Kanavati 16 31 0 07 Feb 2022
Calibrating Histopathology Image Classifiers using Label Smoothing Jerry W. Wei Lorenzo Torresani Jason W. Wei Saeed Hassanpour 29 1 0 28 Jan 2022
Automated risk classification of colon biopsies based on semantic segmentation of histopathology images J. Bokhorst Iris Nagtegaal Filippo Fraggetta Simona Vatrano W. Mesker M. Vieth Jeroen van der Laak F. Ciompi 23 0 0 16 Sep 2021
On the Efficiency of Subclass Knowledge Distillation in Classification Tasks A. Sajedi Konstantinos N. Plataniotis 16 4 0 12 Sep 2021
Histogram of Cell Types: Deep Learning for Automated Bone Marrow Cytology R. M. Tayebi Youqing Mu Taher Dehkharghanian Catherine Ross M. Sur R. Foley Hamid R. Tizhoosh Clinton J. V. Campbell 16 4 0 05 Jul 2021
A deep learning model for gastric diffuse-type adenocarcinoma classification in whole slide images F. Kanavati M. Tsuneki MedIm 39 23 0 26 Apr 2021
A State-of-the-art Survey of Artificial Neural Networks for Whole-slide Image Analysis:from Popular Convolutional Neural Networks to Potential Visual Transformers Xintong Li Xirong Li Chen Li M. Rahaman Jian Wu Xiaoqi Li Yudong Yao M. Grzegorzek ViT MedIm 43 43 0 13 Apr 2021
A Comprehensive Review of Computer-aided Whole-slide Image Analysis: from Datasets to Feature Extraction, Segmentation, Classification, and Detection Approaches Chen Li Xintong Li M. Rahaman Xirong Li Hongzan Sun ... Yong Zhang Xiaoqi Li Jian Wu Yudong Yao M. Grzegorzek 57 193 0 21 Feb 2021
Dysplasia grading of colorectal polyps through CNN analysis of WSI Daniele Perlo Enzo Tartaglione L. Bertero P. Cassoni Marco Grangetto 11 2 0 10 Feb 2021
A Petri Dish for Histopathology Image Analysis Jerry W. Wei A. Suriawinata Bing Ren Xiaoying Liu Mikhail Lisovsky ... Michael Baker Naofumi Tomita Lorenzo Torresani Jason W. Wei Saeed Hassanpour 24 71 0 29 Jan 2021
UniToPatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia grading C. Barbano Daniele Perlo Enzo Tartaglione Attilio Fiandrotti L. Bertero P. Cassoni Marco Grangetto 8 38 0 25 Jan 2021
Resolution-Based Distillation for Efficient Histology Image Classification Joseph DiPalma A. Suriawinata L. Tafe Lorenzo Torresani Saeed Hassanpour 40 36 0 11 Jan 2021
Detecting, Localising and Classifying Polyps from Colonoscopy Videos using Deep Learning Yu Tian L. Pu Yuyuan Liu Gabriel Maicas Johan Verjans A. Burt Seon Ho Shin Rajvinder Singh G. Carneiro 18 7 0 09 Jan 2021
Deep learning models for gastric signet ring cell carcinoma classification in whole slide images F. Kanavati Shin Ichihara Michael Rambeau O. Iizuka K. Arihiro M. Tsuneki MedIm 30 24 0 18 Nov 2020
Development and Evaluation of a Deep Neural Network for Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides Mengdan Zhu Bing Ren Ryland Richards M. Suriawinata Naofumi Tomita Saeed Hassanpour 19 57 0 30 Oct 2020
Learn like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification Jerry W. Wei A. Suriawinata Bing Ren Xiaoying Liu Mikhail Lisovsky ... Mustafa Nasir-Moin Naofumi Tomita Lorenzo Torresani Jason W. Wei Saeed Hassanpour 29 49 0 29 Sep 2020
An Uncertainty-aware Transfer Learning-based Framework for Covid-19 Diagnosis Afshar Shamsi Hamzeh Asgharnezhad Shirin Shamsi Jokandan Abbas Khosravi P. Kebria D. Nahavandi S. Nahavandi D. Srinivasan OOD 16 133 0 26 Jul 2020
A Comparative Study on Polyp Classification using Convolutional Neural Networks Krushi Patel Kaidong Li Ke Tao Quan Wang A. Bansal A. Rastogi Guanghui Wang MedIm 19 63 0 12 Jul 2020
Multi-level colonoscopy malignant tissue detection with adversarial CAC-UNet Chuang Zhu Ke Mei T. Peng Yihao Luo Jun Liu Ying Wang M. Jin 12 21 0 29 Jun 2020
Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy Yu Tian Gabriel Maicas L. Pu Rajvinder Singh Johan Verjans G. Carneiro MedIm 29 39 0 26 Jun 2020
Diagnosis and Analysis of Celiac Disease and Environmental Enteropathy on Biopsy Images using Deep Learning Approaches Kamran Kowsari 30 2 0 11 Jun 2020
Difficulty Translation in Histopathology Images Jerry W. Wei A. Suriawinata Xiaoying Liu Bing Ren Mustafa Nasir-Moin Naofumi Tomita Jason W. Wei Saeed Hassanpour MedIm 23 5 0 27 Apr 2020
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 19 31 0 23 Oct 2019
Generative Image Translation for Data Augmentation in Colorectal Histopathology Images Jerry W. Wei A. Suriawinata L. Vaickus Bing Ren Xiaoying Liu Jason W. Wei Saeed Hassanpour GAN MedIm 27 72 0 13 Oct 2019
CeliacNet: Celiac Disease Severity Diagnosis on Duodenal Histopathological Images Using Deep Residual Networks R. Sali L. Ehsan Kamran Kowsari Marium N. Khan C. Moskaluk Sana Syed Donald E. Brown 24 29 0 07 Oct 2019
Deep neural networks for automated classification of colorectal polyps on histopathology slides: A multi-institutional evaluation Jason W. Wei A. Suriawinata L. Vaickus Bing Ren Xiaoying Liu ... Adam S. Kim D. Snover J. Baron Elizabeth L. Barry Saeed Hassanpour MedIm 13 1 0 27 Sep 2019
Augmenting the Pathology Lab: An Intelligent Whole Slide Image Classification System for the Real World Julianna D. Ianni R. Soans Sivaramakrishnan Sankarapandian R. V. Chamarthi Devi Ayyagari ... Coleman C. Stavish K. Motaparthi C. Cockerell T. A. Feeser Jason B. Lee 21 14 0 24 Sep 2019
Computer-aided diagnosis in histopathological images of the endometrium using a convolutional neural network and attention mechanisms Hao Sun Xianxu Zeng Tao Xu G. Peng Yutao Ma 37 92 0 24 Apr 2019
Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks Jason W. Wei L. Tafe Yevgeniy A. Linnik L. Vaickus Naofumi Tomita Saeed Hassanpour MedIm 11 259 0 31 Jan 2019
Automated detection of celiac disease on duodenal biopsy slides: a deep learning approach Jason W. Wei Jerry W. Wei Christopher R. Jackson Bing Ren A. Suriawinata Saeed Hassanpour MedIm 12 66 0 31 Jan 2019
Attention-Based Deep Neural Networks for Detection of Cancerous and Precancerous Esophagus Tissue on Histopathological Slides Naofumi Tomita B. Abdollahi Jason W. Wei Bing Ren A. Suriawinata Saeed Hassanpour MedIm 26 167 0 20 Nov 2018
Context-Aware Learning using Transferable Features for Classification of Breast Cancer Histology Images Ruqayya Awan Navid Alemi Koohbanani Muhammad Shaban A. Lisowska Nasir M. Rajpoot 21 62 0 12 Feb 2018