Attri-VAE: attribute-based interpretable representations of medical
images with variational autoencoders

Attri-VAE: attribute-based interpretable representations of medical images with variational autoencoders

20 March 2022

Maialen Stephens

M. A. G. Ballester

Papers citing "Attri-VAE: attribute-based interpretable representations of medical images with variational autoencoders"

14 / 14 papers shown

Title
OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging Sifan Song Siyeop Yoon Pengfei Jin Sekeun Kim Matthew Tivnan ... Zhiliang Lyu Dufan Wu Ning Guo Xiang Li Quanzheng Li OOD ViT 52 0 0 08 May 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 33 0 0 17 Nov 2024
FairSkin: Fair Diffusion for Skin Disease Image Generation Ruichen Zhang Yuguang Yao Zhen Tan Z. Li Pan Wang Huan Liu Jingtong Hu Sijia Liu Tianlong Chen MedIm 20 0 0 29 Oct 2024
Interpretable Representation Learning of Cardiac MRI via Attribute Regularization Maxime Di Folco Cosmin I. Bercea Emily Chan Julia A. Schnabel 39 0 0 12 Jun 2024
On the Road to Clarity: Exploring Explainable AI for World Models in a Driver Assistance System Mohamed Roshdi Julian Petzold Mostafa Wahby Hussein Ebrahim Mladen Berekovic Heiko Hamann 22 0 0 26 Apr 2024
Disentangling Hippocampal Shape Variations: A Study of Neurological Disorders Using Graph Variational Autoencoder with Contrastive Learning Jakaria Rabbi Johannes Kiechle Christian Beaulieu Nilanjan Ray Dana Cobzas 19 0 0 31 Mar 2024
Advancing Generative Model Evaluation: A Novel Algorithm for Realistic Image Synthesis and Comparison in OCR System Majid Memari Khaled R. Ahmed Shahram Rahimi Noorbakhsh Amiri Golilarz EGVM 22 1 0 27 Feb 2024
Attribute Regularized Soft Introspective Variational Autoencoder for Interpretable Cardiac Disease Classification Maxime Di Folco Cosmin I. Bercea Julia A. Schnabel 14 0 0 14 Dec 2023
CLIP in Medical Imaging: A Comprehensive Survey Zihao Zhao Yuxiao Liu Han Wu Yonghao Li Sheng Wang L. Teng Disheng Liu Zhiming Cui Qian Wang Dinggang Shen CLIP MedIm LM&MA VLM 21 43 0 12 Dec 2023
SADIR: Shape-Aware Diffusion Models for 3D Image Reconstruction Nivetha Jayakumar Tonmoy Hossain Miaomiao Zhang DiffM 26 6 0 06 Sep 2023
Deep Learning Framework for Spleen Volume Estimation from 2D Cross-sectional Views Z. Yuan Esther Puyol-Antón Haran Jogeesvaran B. Inusa A. King 8 0 0 15 Aug 2023
Attribute Regularized Soft Introspective VAE: Towards Cardiac Attribute Regularization Through MRI Domains Maxime Di Folco Cosmin I. Bercea J. Schnabel 10 0 0 24 Jul 2023
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals Susu Sun S. Woerner Andreas K. Maier Lisa M. Koch Christian F. Baumgartner FAtt 17 15 0 01 Mar 2023
Deep Learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge A. Lalande Zhihao Chen T. Pommier Thomas Decourselle Abdul Qayyum ... Yichi Zhang Yuncheng Zhou Xiahai Zhuang R. Couturier F. Mériaudeau 29 42 0 09 Aug 2021