Variational AutoEncoder For Regression: Application to Brain Aging Analysis

11 April 2019

Qingyu Zhao

Papers citing "Variational AutoEncoder For Regression: Application to Brain Aging Analysis"

30 / 30 papers shown

Title
Fairness in Machine Learning-based Hand Load Estimation: A Case Study on Load Carriage Tasks Arafat Rahman Sol Lim Seokhyun Chung FaML 53 0 0 08 Apr 2025
Identity Preserving Latent Diffusion for Brain Aging Modeling Gexin Huang Zhangsihao Yang Yalin Wang Guido Gerig Mengwei Ren Xiaoxiao Li MedIm DiffM 74 0 0 11 Mar 2025
DeepSPV: An Interpretable Deep Learning Pipeline for 3D Spleen Volume Estimation from 2D Ultrasound Images Z. Yuan D. Stojanovski Lei Li A. Gómez Haran Jogeesvaran Esther Puyol-Antón B. Inusa A. King 37 0 0 17 Nov 2024
Statistical testing on generative AI anomaly detection tools in Alzheimer's Disease diagnosis Rosemary He Ichiro Takeuchi 32 0 0 17 Oct 2024
Individualized multi-horizon MRI trajectory prediction for Alzheimer's Disease Rosemary He Gabriella Ang Daniel Tward 35 1 0 04 Aug 2024
MoFormer: Multi-objective Antimicrobial Peptide Generation Based on Conditional Transformer Joint Multi-modal Fusion Descriptor Li Wang Xiangzheng Fu Jiahao Yang Xinyi Zhang Xiucai Ye Yiping Liu Tetsuya Sakurai Xiangxiang Zeng MedIm 25 2 0 03 Jun 2024
Applications of interpretable deep learning in neuroimaging: a comprehensive review Lindsay Munroe Mariana da Silva Faezeh Heidari I. Grigorescu Simon Dahan E. C. Robinson Maria Deprez Po-Wah So AI4CE 44 5 0 30 May 2024
Material Microstructure Design Using VAE-Regression with Multimodal Prior Avadhut Sardeshmukh Sreedhar Reddy B. Gautham Pushpak Bhattacharyya 24 0 0 27 Feb 2024
Semi-Supervised Diffusion Model for Brain Age Prediction Ayodeji Ijishakin Sophie Martin Florence Townend F. Agosta E. Spinelli ... Paride Schito Y. Falzone Massimo Filippi James H. Cole Andrea Malaspina DiffM MedIm 27 3 0 14 Feb 2024
AI-based association analysis for medical imaging using latent-space geometric confounder correction Xianjing Liu Bo-wen Li Meike W. Vernooij E. Wolvius Gennady V. Roshchupkin Esther E. Bron MedIm 29 0 0 03 Oct 2023
Deep Learning Framework for Spleen Volume Estimation from 2D Cross-sectional Views Z. Yuan Esther Puyol-Antón Haran Jogeesvaran B. Inusa A. King 21 0 0 15 Aug 2023
A Lightweight Generative Model for Interpretable Subject-level Prediction C. Mauri Stefano Cerri Oula Puonti Mark Muhlau Koen van Leemput MedIm AI4CE 21 0 0 19 Jun 2023
Semi-supervised Variational Autoencoder for Regression: Application on Soft Sensors Yilin Zhuang Zhuobin Zhou Burak Alakent Mehmet Mercangöz DRL 18 0 0 11 Nov 2022
A Detailed Study of Interpretability of Deep Neural Network based Top Taggers Ayush Khot Mark S. Neubauer Avik Roy AAML 36 16 0 09 Oct 2022
Fast-Image2Point: Towards Real-Time Point Cloud Reconstruction of a Single Image using 3D Supervision AmirHossein Zamani A. Aghdam K. Ghaffari 3DV 3DPC 27 1 0 20 Sep 2022
A Generative Adversarial Network-based Selective Ensemble Characteristic-to-Expression Synthesis (SE-CTES) Approach and Its Applications in Healthcare Yuxuan Li Ying-Jia Lin Chenang Liu 25 0 0 29 May 2022
Conditional $β$ -VAE for De Novo Molecular Generation Ryan J. Richards A. Groener BDL DRL 24 10 0 01 May 2022
Review of Disentanglement Approaches for Medical Applications -- Towards Solving the Gordian Knot of Generative Models in Healthcare Jana Fragemann Lynton Ardizzone Jan Egger Jens Kleesiek DRL MedIm 30 10 0 21 Mar 2022
Unsupervised Anomaly Detection in 3D Brain MRI using Deep Learning with Multi-Task Brain Age Prediction M. Bengs F. Behrendt M. Laves Julia Kruger R. Opfer Alexander Schlaefer MedIm 27 9 0 31 Jan 2022
Disentangled representations: towards interpretation of sex determination from hip bone K. Zou S. Faisan F. Heitz Marie Epain P. Croisille L. Fanton S. Valette 3DH DRL 13 3 0 17 Dec 2021
Learning Disentangled Representations in the Imaging Domain Xiao Liu Pedro Sanchez Spyridon Thermos Alison Q. OÑeil Sotirios A. Tsaftaris OOD DRL 32 71 0 26 Aug 2021
Projection-wise Disentangling for Fair and Interpretable Representation Learning: Application to 3D Facial Shape Analysis Xianjing Liu Bo-wen Li Esther E. Bron W. Niessen E. Wolvius Gennady Roshchupkin CVBM 29 9 0 25 Jun 2021
Detection of Dataset Shifts in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression Feiyang Cai A. Ozdagli X. Koutsoukos 40 2 0 14 Apr 2021
Bidirectional Modeling and Analysis of Brain Aging with Normalizing Flows Matthias Wilms Jordan J. Bannister Pauline Mouches M. E. MacDonald Deepthi Rajashekar S. Langner Nils D. Forkert MedIm 11 8 0 26 Nov 2020
Surrogate Model For Field Optimization Using Beta-VAE Based Regression Ajitabh Kumar 17 0 0 26 Aug 2020
Longitudinal Self-Supervised Learning Qingyu Zhao Zixuan Liu Ehsan Adeli K. Pohl 30 29 0 12 Jun 2020
Machine Learning and Deep Learning methods for predictive modelling from Raman spectra in bioprocessing S. Rozov 17 1 0 06 May 2020
Detecting Adversarial Examples in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression Feiyang Cai Jiani Li X. Koutsoukos DRL 16 12 0 21 Mar 2020
Learning to synthesise the ageing brain without longitudinal data Tian Xia A. Chartsias Chengjia Wang Sotirios A. Tsaftaris OOD MedIm 17 53 0 04 Dec 2019
Auto-encoding brain networks with applications to analyzing large-scale brain imaging datasets Meimei Liu Zhengwu Zhang David B. Dunson 15 4 0 07 Nov 2019