SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation

16 December 2022

Papers citing "SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation"

25 / 25 papers shown

Title
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review Abdullah Tao Huang Ickjai Lee E. Ahn MedIm 13 0 0 09 May 2025
BrainMRDiff: A Diffusion Model for Anatomically Consistent Brain MRI Synthesis Moinak Bhattacharya Saumya Gupta Annie Singh C. L. P. Chen Gagandeep Singh Prateek Prasanna MedIm 26 0 0 06 Apr 2025
Shape Modeling of Longitudinal Medical Images: From Diffeomorphic Metric Mapping to Deep Learning Edwin Tay Nazli Tümer Amir A. Zadpoor MedIm 47 0 0 27 Mar 2025
HAD-Gen: Human-like and Diverse Driving Behavior Modeling for Controllable Scenario Generation Cheng Wang L. Kong Massimiliano Tamborski Stefano V. Albrecht 46 0 0 19 Mar 2025
Identity Preserving Latent Diffusion for Brain Aging Modeling Gexin Huang Zhangsihao Yang Yalin Wang Guido Gerig Mengwei Ren Xiaoxiao Li MedIm DiffM 69 0 0 11 Mar 2025
Extrapolating Prospective Glaucoma Fundus Images through Diffusion Model in Irregular Longitudinal Sequences Zhihao Zhao Junjie Yang Shahrooz Faghihroohi Yinzheng Zhao Daniel Zapp Kai-Qi Huang Nassir Navab M. A. Nasseri DiffM MedIm 51 0 0 28 Oct 2024
Deep Generative Models for 3D Medical Image Synthesis Paul Friedrich Yannik Frisch P. Cattin 3DV MedIm 27 3 0 23 Oct 2024
Statistical testing on generative AI anomaly detection tools in Alzheimer's Disease diagnosis Rosemary He Ichiro Takeuchi 16 0 0 17 Oct 2024
Devil is in Details: Locality-Aware 3D Abdominal CT Volume Generation for Self-Supervised Organ Segmentation Yuran Wang Zhijing Wan Yansheng Qiu Zheng Wang DiffM MedIm 29 0 0 30 Sep 2024
Elucidating Optimal Reward-Diversity Tradeoffs in Text-to-Image Diffusion Models Rohit Jena Ali Taghibakhshi Sahil Jain Gerald Shen Nima Tajbakhsh Arash Vahdat 33 3 0 09 Sep 2024
Individualized multi-horizon MRI trajectory prediction for Alzheimer's Disease Rosemary He Gabriella Ang Daniel Tward 14 1 0 04 Aug 2024
Time Series Generative Learning with Application to Brain Imaging Analysis Zhenghao Li Sanyou Wu Long Feng MedIm 18 0 0 19 Jul 2024
NODER: Image Sequence Regression Based on Neural Ordinary Differential Equations Hao Bai Yi Hong 3DH MedIm 25 1 0 18 Jul 2024
TADM: Temporally-Aware Diffusion Model for Neurodegenerative Progression on Brain MRI Mattia Litrico Francesco Guarnera Valerio Giuffirda Daniele Ravi S. Battiato MedIm 18 0 0 18 Jun 2024
LoCI-DiffCom: Longitudinal Consistency-Informed Diffusion Model for 3D Infant Brain Image Completion Zihao Zhu Tianli Tao Yitian Tao Haowen Deng Xinyi Cai ... Lixuan Zhu Zhuoyang Gu Jiawei Huang Dinggang Shen Han Zhang DiffM MedIm 19 1 0 17 May 2024
Enhancing Spatiotemporal Disease Progression Models via Latent Diffusion and Prior Knowledge Lemuel Puglisi Daniel C. Alexander Daniele Ravi MedIm 25 8 0 06 May 2024
Rethinking Diffusion Model for Multi-Contrast MRI Super-Resolution Guangyuan Li Chen Rao Juncheng Mo Zhanjie Zhang Wei Xing Lei Zhao MedIm 27 17 0 07 Apr 2024
Generative AI-Driven Human Digital Twin in IoT-Healthcare: A Comprehensive Survey Jiayuan Chen You Shi Changyan Yi Hongyang Du Jiawen Kang Dusit Niyato 32 21 0 22 Jan 2024
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI Yuheng Fan Hanxi Liao Shiqi Huang Yimin Luo Huazhu Fu Haikun Qi MedIm 25 18 0 19 Nov 2023
Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles Xing Shen Hengguan Huang Brennan Nichyporuk Tal Arbel MedIm 31 3 0 24 Oct 2023
MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images Yanwu Xu Li Sun Wei Peng Shyam Visweswaran Kayhan Batmanghelich MedIm DiffM 35 18 0 05 Oct 2023
Treatment-aware Diffusion Probabilistic Model for Longitudinal MRI Generation and Diffuse Glioma Growth Prediction Qinghui Liu E. Fuster-García I. T. Hovden Donatas Sederevičius Karoline Skogen ... Till Schellhorn P. Brandal A. Bjørnerud K. Emblem Kyrre Eeg Emblem 18 3 0 11 Sep 2023
Brain Imaging Generation with Latent Diffusion Models W. H. Pinaya Petru-Daniel Tudosiu J. Dafflon P. F. D. Costa Virginia Fernandez P. Nachev Sebastien Ourselin M. Jorge Cardoso DiffM MedIm 87 275 0 15 Sep 2022
A Diffusion Model Predicts 3D Shapes from 2D Microscopy Images Dominik Jens Elias Waibel Ernst Rooell Bastian Alexander Rieck Raja Giryes Carsten Marr DiffM MedIm 19 39 0 30 Aug 2022
Flexible Diffusion Modeling of Long Videos William Harvey Saeid Naderiparizi Vaden Masrani Christian Weilbach Frank D. Wood DiffM BDL VGen 174 284 0 23 May 2022