Realistic Data Enrichment for Robust Image Segmentation in Histopathology

19 April 2023

Papers citing "Realistic Data Enrichment for Robust Image Segmentation in Histopathology"

6 / 6 papers shown

Title
URCDM: Ultra-Resolution Image Synthesis in Histopathology Sarah Cechnicka James G. C. Ball Matthew Baugh Hadrien Reynaud Naomi Simmonds A. Smith Catherine Horsfield C. Roufosse Bernhard Kainz MedIm 26 0 0 18 Jul 2024
Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation Mathias Öttl Frauke Wilm Jana Steenpass Jingna Qiu M. Rübner ... Peter Fasching Andreas K. Maier R. Erber Bernhard Kainz Katharina Breininger DiffM MedIm 33 3 0 21 Mar 2024
Ultra-Resolution Cascaded Diffusion Model for Gigapixel Image Synthesis in Histopathology Sarah Cechnicka Hadrien Reynaud James G. C. Ball Naomi Simmonds Catherine Horsfield A. Smith C. Roufosse Bernhard Kainz MedIm 28 0 0 02 Dec 2023
Local Attention Graph-based Transformer for Multi-target Genetic Alteration Prediction Daniel Reisenbüchler S. J. Wagner Melanie Boxberg T. Peng MedIm 24 22 0 13 May 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,774 0 24 Feb 2021
A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis Mahendra Khened Avinash Kori Haran Rajkumar Balaji Srinivasan Ganapathy Krishnamurthi MedIm LM&MA 199 166 0 01 Jan 2020