Towards Launching AI Algorithms for Cellular Pathology into Clinical &
Pharmaceutical Orbits

Towards Launching AI Algorithms for Cellular Pathology into Clinical & Pharmaceutical Orbits

17 December 2021

David R. J. Snead

Nasir M. Rajpoot

Papers citing "Towards Launching AI Algorithms for Cellular Pathology into Clinical & Pharmaceutical Orbits"

9 / 9 papers shown

Title
NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation M. Amgad Lamees A. Atteya Hagar Hussein K. Mohammed Ehab Hafiz ... Critical Care David Manthey Atlanta D. Neurology Lurie Cancer Center 56 74 0 18 Feb 2021
Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown Primary Ming Y. Lu Melissa Zhao Maha Shady Jana Lipkova Tiffany Y. Chen Drew F. K. Williamson Faisal Mahmood MedIm 93 480 0 24 Jun 2020
Machine Learning Pipelines: Provenance, Reproducibility and FAIR Data Principles Sheeba Samuel F. Löffler B. König-Ries FaML 28 40 0 22 Jun 2020
Deep neural network models for computational histopathology: A survey C. Srinidhi Ozan Ciga Anne L. Martel AI4CE 83 573 0 28 Dec 2019
Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis Richard J. Chen Ming Y. Lu Jingwen Wang Drew F. K. Williamson S. Rodig N. Lindeman Faisal Mahmood 60 405 0 18 Dec 2019
Deep Learning for Whole Slide Image Analysis: An Overview Dennis Núñez Ognjen Arandjelović Peter D Caie MedIm 59 267 0 18 Oct 2019
Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images Muhammad Shaban Ruqayya Awan M. Fraz A. Azam David R. J. Snead Nasir M. Rajpoot MedIm 41 139 0 22 Jul 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 100 1,692 0 16 Feb 2019
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 650 16,828 0 16 Feb 2016