Attention-Based Deep Neural Networks for Detection of Cancerous and Precancerous Esophagus Tissue on Histopathological Slides

20 November 2018

Papers citing "Attention-Based Deep Neural Networks for Detection of Cancerous and Precancerous Esophagus Tissue on Histopathological Slides"

35 / 35 papers shown

Title
Boundless Byte Pair Encoding: Breaking the Pre-tokenization Barrier Craig W. Schmidt Varshini Reddy Chris Tanner Yuval Pinter 48 0 0 31 Mar 2025
Ethical Challenges and Evolving Strategies in the Integration of Artificial Intelligence into Clinical Practice Ellison B. Weiner Irene Dankwa-Mullan William A. Nelson Saeed Hassanpour 72 2 0 18 Nov 2024
Deep Learning for Classification of Inflammatory Bowel Disease Activity in Whole Slide Images of Colonic Histopathology Amit Das Tanmay Shukla Naofumi Tomita Ryland Richards Laura Vidis Bing Ren Saeed Hassanpour 26 0 0 25 Oct 2024
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 19 0 0 13 Oct 2024
Unleashing the Potential of Synthetic Images: A Study on Histopathology Image Classification Leire Benito-Del-Valle Aitor Alvarez-Gila Itziar Eguskiza C. L. Saratxaga DiffM MedIm 29 0 0 24 Sep 2024
Knowledge-Informed Machine Learning for Cancer Diagnosis and Prognosis: A review Lingchao Mao Hairong Wang Leland S. Hu Nhan L Tran Peter D Canoll Kristin R Swanson Jing Li 24 6 0 12 Jan 2024
HVTSurv: Hierarchical Vision Transformer for Patient-Level Survival Prediction from Whole Slide Image Zhucheng Shao Yang Chen Hao Bian Jian Andrew Zhang Guojun Liu Yongbing Zhang 12 18 0 30 Jun 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 18 3 0 26 Jun 2023
Multi-level Multiple Instance Learning with Transformer for Whole Slide Image Classification Rui-qi Zhang Qiaozheng Zhang Yingzhuang Liu Hao Xin Y. Liu Xinggang Wang ViT MedIm 29 8 0 08 Jun 2023
Cascaded Cross-Attention Networks for Data-Efficient Whole-Slide Image Classification Using Transformers Firas Khader Jakob Nikolas Kather T. Han S. Nebelung Christiane Kuhl Johannes Stegmaier Daniel Truhn MedIm ViT 11 1 0 11 May 2023
Masked Pre-Training of Transformers for Histology Image Analysis Shuai Jiang Liesbeth Hondelink A. Suriawinata Saeed Hassanpour MedIm 26 13 0 14 Apr 2023
DeGPR: Deep Guided Posterior Regularization for Multi-Class Cell Detection and Counting Aayushi Tyagi Chirag Mohapatra Prasenjit Das G. Makharia Lalita Mehra A. Prathosh Mausam MedIm 11 17 0 03 Apr 2023
Interpretable histopathology-based prediction of disease relevant features in Inflammatory Bowel Disease biopsies using weakly-supervised deep learning R. Mokhtari A. Hamidinekoo D. Sutton A. Lewis B. Angermann ... E. Khan D. Marks N. Khachapuridze Talha Qaiser Nikolay Burlutskiy 13 5 0 20 Mar 2023
Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification S. Chitnis Sidong Liu T. Dash T. Verlekar A. Di Ieva S. Berkovsky L. Vig A. Srinivasan 19 4 0 20 Feb 2023
An Aggregation of Aggregation Methods in Computational Pathology M. Bilal R. Jewsbury Ruoyu Wang Hammam M. AlGhamdi Amina Asif Mark Eastwood Nasir M. Rajpoot 22 28 0 02 Nov 2022
HistoPerm: A Permutation-Based View Generation Approach for Improving Histopathologic Feature Representation Learning Joseph DiPalma Lorenzo Torresani Saeed Hassanpour AI4TS MedIm 22 2 0 13 Sep 2022
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 15 56 0 18 Aug 2022
Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection Arshi Parvaiz Muhammad Anwaar Khalid Rukhsana Zafar Huma Ameer M. Ali M. Fraz MedIm 11 59 0 29 Mar 2022
AI-based Carcinoma Detection and Classification Using Histopathological Images: A Systematic Review Swathi C. Prabhu K. Prasad Antonio Robels-Kelly Xuequan Lu 11 38 0 18 Jan 2022
Deep Learning-Based Sparse Whole-Slide Image Analysis for the Diagnosis of Gastric Intestinal Metaplasia Jon Braatz Pranav Rajpurkar Stephanie Zhang A. Ng Jeanne Shen 11 4 0 05 Jan 2022
Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification Yuan Xue Jiarong Ye Qianying Zhou L. R. Long Sameer Kiran Antani Z. Xue Carl Cornwell R. Zaino K. Cheng Xiaolei Huang MedIm 177 101 0 10 Nov 2021
MHAttnSurv: Multi-Head Attention for Survival Prediction Using Whole-Slide Pathology Images Shuai Jiang A. Suriawinata Saeed Hassanpour 11 26 0 22 Oct 2021
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification Zhucheng Shao Hao Bian Yang Chen Yifeng Wang Jian Andrew Zhang Xiangyang Ji Yongbing Zhang ViT MedIm 26 631 0 02 Jun 2021
Soft-Attention Improves Skin Cancer Classification Performance S. Datta Mohammad Abuzar Shaikh H. Srihari Mingchen Gao 14 103 0 05 May 2021
Gigapixel Histopathological Image Analysis using Attention-based Neural Networks N. Brancati G. De Pietro D. Riccio Maria Frucci 11 27 0 25 Jan 2021
Resolution-Based Distillation for Efficient Histology Image Classification Joseph DiPalma A. Suriawinata L. Tafe Lorenzo Torresani Saeed Hassanpour 35 35 0 11 Jan 2021
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 11 57 0 30 Oct 2020
Attention based Writer Independent Handwriting Verification Mohammad Abuzar Shaikh Tiehang Duan Mihir Chauhan S. Srihari 26 16 0 07 Sep 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 38 624 0 02 Aug 2020
HATNet: An End-to-End Holistic Attention Network for Diagnosis of Breast Biopsy Images Sachin Mehta Ximing Lu D. Weaver J. Elmore Hannaneh Hajishirzi Linda G. Shapiro 18 5 0 25 Jul 2020
Modern Hopfield Networks and Attention for Immune Repertoire Classification Michael Widrich Bernhard Schafl Hubert Ramsauer Milena Pavlović Lukas Gruber ... Johannes Brandstetter G. K. Sandve Victor Greiff Sepp Hochreiter G. Klambauer 182 117 0 16 Jul 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 11 5 0 27 Apr 2020
Artificial Intelligence-Based Image Classification for Diagnosis of Skin Cancer: Challenges and Opportunities Manu Goyal T. Knackstedt Shaofeng Yan Saeed Hassanpour 22 110 0 26 Nov 2019
Needles in Haystacks: On Classifying Tiny Objects in Large Images Nick Pawlowski Suvrat Bhooshan Nicolas Ballas F. Ciompi Ben Glocker M. Drozdzal 14 22 0 16 Aug 2019
Explainable Machine Learning for Scientific Insights and Discoveries R. Roscher B. Bohn Marco F. Duarte Jochen Garcke XAI 13 659 0 21 May 2019