Annotator Consensus Prediction for Medical Image Segmentation with
Diffusion Models

Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models

15 June 2023

Shmuel Shichrur

Tal Shaharabany

Papers citing "Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models"

9 / 9 papers shown

Title
Explaining Uncertainty in Multiple Sclerosis Lesion Segmentation Beyond Prediction Errors Nataliia Molchanova Pedro M. Gordaliza A. Cagol Mario Ocampo Pineda Po--Jui Lu ... Delphine Ribes Adrien Depeursinge Cristina Granziera Henning Müller Meritxell Bach Cuadra UQCV 60 0 0 07 Apr 2025
Conditional diffusion model with spatial attention and latent embedding for medical image segmentation Behzad Hejrati Soumyanil Banerjee C. Glide-Hurst Ming Dong DiffM MedIm 117 0 0 21 Feb 2025
Denoising Diffusion Models for Anomaly Localization in Medical Images Cosmin I. Bercea P. Cattin Julia A. Schnabel J. Wolleb DiffM MedIm 36 0 0 31 Oct 2024
Contrastive-Adversarial and Diffusion: Exploring pre-training and fine-tuning strategies for sulcal identification Michail Mamalakis Héloïse de Vareilles Shun-Chin Jim Wu Ingrid Agartz L. Morch-Johnsen Jane R. Garrison Jon S. Simons Pietro Lio J. Suckling Graham K Murray 46 0 0 29 May 2024
ResEnsemble-DDPM: Residual Denoising Diffusion Probabilistic Models for Ensemble Learning Zhenning Shi Changsheng Dong Xueshuo Xie Bin Pan Along He Li Tao DiffM MedIm 47 0 0 04 Dec 2023
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI Yuheng Fan Hanxi Liao Shiqi Huang Yimin Luo Huazhu Fu Haikun Qi MedIm 35 18 0 19 Nov 2023
Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis Benjamin Lambert Florence Forbes A. Tucholka Senan Doyle Harmonie Dehaene M. Dojat 29 78 0 05 Oct 2022
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 195 517 0 06 Dec 2021
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,145 0 06 Jun 2015