Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks

31 January 2019

Papers citing "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks"

25 / 25 papers shown

Title
Self-Supervision Enhances Instance-based Multiple Instance Learning Methods in Digital Pathology: A Benchmark Study Ali Mammadov Loic Le Folgoc Julien Adam Anne Buronfosse Gilles Hayem Guillaume Hocquet Pietro Gori SSL 45 0 0 02 May 2025
Efficient and Comprehensive Feature Extraction in Large Vision-Language Model for Pathology Analysis Shengxuming Zhang Weihan Li Tianhong Gao Jiacong Hu Haoming Luo Xiuming Zhang Jing Zhang Mingli Song Zunlei Feng LM&MA 108 0 0 12 Dec 2024
$$M^{2}$Fusion: Bayesian-based Multimodal Multi-level Fusion on Colorectal Cancer Microsatellite Instability Prediction$ $M^{2}$ Fusion: Bayesian-based Multimodal Multi-level Fusion on Colorectal Cancer Microsatellite Instability Prediction Quan Liu Jiawen Yao Lisha Yao Xin Chen Jingren Zhou Le Lu Ling Zhang Zai-De Liu Yuankai Huo 25 1 0 15 Jan 2024
Cell Maps Representation For Lung Adenocarcinoma Growth Patterns Classification In Whole Slide Images Arwa Al-Rubaian G. N. Gunesli W. Althakfi A. Azam Nasir M. Rajpoot S. Raza MedIm 21 0 0 27 Nov 2023
Towards a Visual-Language Foundation Model for Computational Pathology Ming Y. Lu Bowen Chen Drew F. K. Williamson Richard J. Chen Ivy Liang ... Andrew Zhang L. Le Georg Gerber Anil V. Parwani Faisal Mahmood VLM MedIm 42 46 0 24 Jul 2023
Masked Pre-Training of Transformers for Histology Image Analysis Shuai Jiang Liesbeth Hondelink A. Suriawinata Saeed Hassanpour MedIm 31 15 0 14 Apr 2023
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis Linhao Qu Siyu Liu Xiaoyu Liu Manning Wang Zhijian Song 40 57 0 18 Aug 2022
Towards Highly Expressive Machine Learning Models of Non-Melanoma Skin Cancer S. Thomas J. Lefevre Glenn W. Baxter N. Hamilton MedIm 29 2 0 09 Jul 2022
A review of machine learning approaches, challenges and prospects for computational tumor pathology Liangrui Pan Zhichao Feng Shaoliang Peng AI4CE 27 7 0 31 May 2022
A graph-transformer for whole slide image classification Yi Zheng R. Gindra Emily J. Green E. Burks Margrit Betke J. Beane V. Kolachalama MedIm 50 123 0 19 May 2022
Inference of captions from histopathological patches M. Tsuneki F. Kanavati 16 31 0 07 Feb 2022
Generalizability of Machine Learning Models: Quantitative Evaluation of Three Methodological Pitfalls Farhad Maleki K. Ovens Rajiv Gupta C. Reinhold A. Spatz Reza Forghani 44 68 0 01 Feb 2022
AI-based Carcinoma Detection and Classification Using Histopathological Images: A Systematic Review Swathi C. Prabhu K. Prasad Antonio Robels-Kelly Xuequan Lu 16 38 0 18 Jan 2022
Lung Cancer Lesion Detection in Histopathology Images Using Graph-Based Sparse PCA Network Sundaresh Ram Wen Tang A. Bell Cara Spencer Alexander Buschhaus C. Hatt Marina Pasca diMagliano Jeffrey J. Rodríguez S. Galban C. Galbán 16 14 0 27 Oct 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
Resolution-Based Distillation for Efficient Histology Image Classification Joseph DiPalma A. Suriawinata L. Tafe Lorenzo Torresani Saeed Hassanpour 40 36 0 11 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
Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends Naira Elazab Hassan H. Soliman Shaker El-Sappagh S. Islam Mohammed M Elmogy 17 20 0 10 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
Artificial Intelligence-Based Image Classification for Diagnosis of Skin Cancer: Challenges and Opportunities Manu Goyal T. Knackstedt Shaofeng Yan Saeed Hassanpour 28 110 0 26 Nov 2019
Opportunities for artificial intelligence in advancing precision medicine F. Filipp LM&MA AI4CE 27 51 0 17 Nov 2019
Needles in Haystacks: On Classifying Tiny Objects in Large Images Nick Pawlowski Suvrat Bhooshan Nicolas Ballas F. Ciompi Ben Glocker M. Drozdzal 24 22 0 16 Aug 2019
PathologyGAN: Learning deep representations of cancer tissue A. Quiros R. Murray-Smith Ke-Fei Yuan MedIm GAN 14 85 0 04 Jul 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
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 343 10,639 0 19 Feb 2017