Deep Semi Supervised Generative Learning for Automated PD-L1 Tumor Cell
Scoring on NSCLC Tissue Needle Biopsies

Deep Semi Supervised Generative Learning for Automated PD-L1 Tumor Cell Scoring on NSCLC Tissue Needle Biopsies

28 June 2018

Marlon Rebelatto

Papers citing "Deep Semi Supervised Generative Learning for Automated PD-L1 Tumor Cell Scoring on NSCLC Tissue Needle Biopsies"

12 / 12 papers shown

Title
Comparative Analysis of Diffusion Generative Models in Computational Pathology Denisha Thakkar Vincent Quoc-Huy Trinh Sonal Varma Samira Ebrahimi Kahou Hassan Rivaz Mahdi S. Hosseini MedIm 77 1 0 24 Nov 2024
PD-L1 Classification of Weakly-Labeled Whole Slide Images of Breast Cancer Giacomo Cignoni C. Scatena Chiara Frascarelli N. Fusco A. Naccarato G. Fanelli Alina Sirbu 33 0 0 15 Apr 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
Between Generating Noise and Generating Images: Noise in the Correct Frequency Improves the Quality of Synthetic Histopathology Images for Digital Pathology Nati Daniel Eliel Aknin Ariel Larey Yoni Peretz G. Sela Y. Fisher Y. Savir MedIm 9 5 0 13 Feb 2023
LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset Yiping Jiao Jeroen van der Laak Shadi Albarqouni Zhang Li T. Tan ... S. Khurram Thomas P. Watson Nasir M. Rajpoot M. Veta F. Ciompi 20 8 0 16 Jan 2023
A Morphology Focused Diffusion Probabilistic Model for Synthesis of Histopathology Images Puria Azadi Moghadam Sanne Van Dalen K. C. Martin J. Lennerz Stephen S. F. Yip H. Farahani A. Bashashati DiffM MedIm 25 84 0 27 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 28 57 0 18 Aug 2022
Machine Learning Applications in Lung Cancer Diagnosis, Treatment and Prognosis Yawei Li Xin Wu P. Yang Guoqian Jiang Yuan Luo AI4CE 30 2 0 05 Mar 2022
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging Richard Osuala Kaisar Kushibar Lidia Garrucho Akis Linardos Zuzanna Szafranowska Stefan Klein Ben Glocker Oliver Díaz Karim Lekadir MedIm 39 42 0 20 Jul 2021
Domain Adaptation-based Augmentation for Weakly Supervised Nuclei Detection N. Brieu A. Meier A. Kapil Ralf Schoenmeyer Christoc G Gavriel P. Caie G. Schmidt 26 23 0 10 Jul 2019
DASGAN -- Joint Domain Adaptation and Segmentation for the Analysis of Epithelial Regions in Histopathology PD-L1 Images A. Kapil T. Wiestler Simon A Lanzmich Abraham Silva K. Steele Marlon Rebelatto G. Schmidt N. Brieu 37 20 0 26 Jun 2019
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 250 3,191 0 30 Oct 2016