A Diffusion Model Predicts 3D Shapes from 2D Microscopy Images

A Diffusion Model Predicts 3D Shapes from 2D Microscopy Images

30 August 2022

Dominik Jens Elias Waibel

Bastian Alexander Rieck

Papers citing "A Diffusion Model Predicts 3D Shapes from 2D Microscopy Images"

19 / 19 papers shown

Title
From Pixels to Polygons: A Survey of Deep Learning Approaches for Medical Image-to-Mesh Reconstruction Fengming Lin Arezoo Zakeri Yidan Xue Michael MacRaild Haoran Dou Zherui Zhou Ziwei Zou Ali Sarrami-Foroushani Jinming Duan Alejandro F Frangi 3DV MedIm 32 0 0 06 May 2025
Volumetric Conditioning Module to Control Pretrained Diffusion Models for 3D Medical Images Suhyun Ahn Wonjung Park Jihoon Cho Seunghyuck Park Jinah Park MedIm 26 0 0 29 Oct 2024
Diffusion-driven lensless fiber endomicroscopic quantitative phase imaging towards digital pathology Zhaoqing Chen Jiawei Sun Xinyi Ye Bin Zhao Bin Zhao Xuelong Li Juergen Czarske DiffM MedIm 28 0 0 26 Jul 2024
Mask-guided cross-image attention for zero-shot in-silico histopathologic image generation with a diffusion model Dominik Winter Nicolas Triltsch Marco Rosati Anatoliy Shumilov Ziya Kokaragac ... T. Padel L. S. Monasor Ross Hill Markus Schick N. Brieu DiffM MedIm 62 3 0 16 Jul 2024
X-ray2CTPA: Generating 3D CTPA scans from 2D X-ray conditioning Noa Cahan Eyal Klang Galit Aviram Y. Barash Eli Konen Raja Giryes H. Greenspan MedIm 24 0 0 23 Jun 2024
An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization Minshuo Chen Song Mei Jianqing Fan Mengdi Wang VLM MedIm DiffM 37 48 0 11 Apr 2024
CT Synthesis with Conditional Diffusion Models for Abdominal Lymph Node Segmentation Yongrui Yu Hanyu Chen Zitian Zhang Qiong Xiao Wenhui Lei ... Yu Fu Hui Tan Guan Wang Peng Gao Xiaofan Zhang DiffM MedIm 45 5 0 26 Mar 2024
Self-supervised Learning for Enhancing Geometrical Modeling in 3D-Aware Generative Adversarial Network Jiarong Guo Xiaogang Xu Hengshuang Zhao 31 1 0 19 Dec 2023
A Comprehensive Review of Generative AI in Healthcare Yasin Shokrollahi Sahar Yarmohammadtoosky Matthew M. Nikahd Pengfei Dong Xianqi Li Linxia Gu MedIm AI4CE 24 19 0 01 Oct 2023
A Unified Framework for Generative Data Augmentation: A Comprehensive Survey Yunhao Chen Zihui Yan Yunjie Zhu 29 3 0 30 Sep 2023
SADIR: Shape-Aware Diffusion Models for 3D Image Reconstruction Nivetha Jayakumar Tonmoy Hossain Miaomiao Zhang DiffM 47 6 0 06 Sep 2023
Euler Characteristic Transform Based Topological Loss for Reconstructing 3D Images from Single 2D Slices K. Nadimpalli A. Chattopadhyay Bastian Alexander Rieck 59 8 0 08 Mar 2023
Diffusion Models in Bioinformatics: A New Wave of Deep Learning Revolution in Action Zhiye Guo Jian Liu Yanli Wang Mengrui Chen Duolin Wang Dong Xu Jianlin Cheng MedIm AI4CE DiffM 46 22 0 13 Feb 2023
DiffTalk: Crafting Diffusion Models for Generalized Audio-Driven Portraits Animation Shuai Shen Wenliang Zhao Zibin Meng Wanhua Li Zhengbiao Zhu Jie Zhou Jiwen Lu DiffM VGen 33 99 0 10 Jan 2023
Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models Hyungjin Chung Dohoon Ryu Michael T. McCann M. Klasky J. C. Ye DiffM MedIm 29 103 0 19 Nov 2022
Diffusion Models for Medical Image Analysis: A Comprehensive Survey A. Kazerouni Ehsan Khodapanah Aghdam Moein Heidari Reza Azad Mohsen Fayyaz I. Hacihaliloglu Dorit Merhof DiffM MedIm 43 357 0 14 Nov 2022
Novel View Synthesis with Diffusion Models Daniel Watson William Chan Ricardo Martín Brualla Jonathan Ho Andrea Tagliasacchi Mohammad Norouzi DiffM 42 268 0 06 Oct 2022
MMV_Im2Im: An Open Source Microscopy Machine Vision Toolbox for Image-to-Image Transformation Justin Sonneck Jianxu Chen VLM MedIm 25 5 0 06 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 224 1,304 0 02 Sep 2022