Image de couverture de livre

Disentanglement of Biological and Technical Factors via Latent Space Rotation in Clinical Imaging Improves Disease Pattern Discovery

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Pan, Jeanny, Seeböck, Philipp, Fürböck, Christoph, Pochepnia, Svitlana, Straub, Jennifer, Beer, Lucian, Prosch, Helmut, Langs, Georg
Format:	Preprint
Publié:	2025
Sujets:	Computer Vision and Pattern Recognition Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Rigid Single-Slice-in-Volume registration via rotation-equivariant 2D/3D feature matching
par: Brandstätter, Stefan, et autres
Publié: (2024)

Detection of Emerging Infectious Diseases in Lung CT based on Spatial Anomaly Patterns
par: Mitic, Branko, et autres
Publié: (2024)

Semantic Mosaicing of Histo-Pathology Image Fragments using Visual Foundation Models
par: Brandstätter, Stefan, et autres
Publié: (2025)

AREPAS: Anomaly Detection in Fine-Grained Anatomy with Reconstruction-Based Semantic Patch-Scoring
par: Mitic, Branko, et autres
Publié: (2025)

No Modality Left Behind: Dynamic Model Generation for Incomplete Medical Data
par: Fürböck, Christoph, et autres
Publié: (2025)

The Clinical Significance of Imaging Biomarkers Discoverable by Anomaly Detection Methods in Retinal Diseases: A Review
par: Anna M. Wittmann, et autres
Publié: (2026)

MApLe: Multi-instance Alignment of Diagnostic Reports and Large Medical Images
par: Bader, Felicia, et autres
Publié: (2026)

Cardiovascular disease classification using radiomics and geometric features from cardiac CT
par: Mittal, Ajay, et autres
Publié: (2025)

LesiOnTime -- Joint Temporal and Clinical Modeling for Small Breast Lesion Segmentation in Longitudinal DCE-MRI
par: Kamran, Mohammed, et autres
Publié: (2025)

Improving Vessel Segmentation with Multi-Task Learning and Auxiliary Data Available Only During Model Training
par: Sobotka, Daniel, et autres
Publié: (2025)

Chronological Contrastive Learning: Few-Shot Progression Assessment in Irreversible Diseases
par: Watzenböck, Clemens, et autres
Publié: (2026)

Reflections on Disentanglement and the Latent Space
par: Schaerf, Ludovica
Publié: (2024)

Disentangling the Conformational Space and Structural Preferences of Tetrahydrofurfuryl Alcohol Using Rotational Spectroscopy and Computational Chemistry
par: Weslley G. D. P. Silva, et autres
Publié: (2024)

Abreviar (distâncias) na internet, conectarse ao mundo (na linguagem)
par: Carla Jeanny Fusca
Publié: (2011)

El fantasma de la puta-peluquera: Género, trabajo y estilistas trans en Cali y San Andrés Isla, Colombia
par: Jeanny Lucero Posso
Publié: (2016)

Latent Space Symmetry Discovery
par: Yang, Jianke, et autres
Publié: (2023)

Sculpting Latent Spaces With MMD: Disentanglement With Programmable Priors
par: Fruytier, Quentin, et autres
Publié: (2025)

Feature reduction using a RBF network for classification of learning styles in first year engineering students
par: Oswaldo Velez-Langs
Publié: (2014)

Sistemas Recomendadores: Un enfoque desde los algoritmos genéticos
par: Oswaldo Velez-Langs
Publié: (2006)

IMPLEMENTAÇÃO DA LEI SARBANES-OXLEY E SEUS IMPACTOS NOS CONTROLES INTERNOS E NAS PRÁTICAS DE GOVERNANÇA CORPORATIVA: UM ESTUDO NA COMPANHIA ENERGÉTICA DO CEARÁ - COELCE
par: Karla Jeanny Falcão Carioca
Publié: (2010)

Plataformas digitales del trabajo de cuidado doméstico remunerado en Colombia: el caso de Hogarú
par: Jeanny Lucero Posso Quiceno
Publié: (2024)

Relações, sensibilidades e conflitos na escola: interfaces no trabalho do coordenador pedagógico
par: Jeanny Meiry Sombra Silva
Publié: (2024)

PRÁTICAS LINGUAGEM NO WHATSAPP: PERSPECTIVAS DE SUA UTILIZAÇÃO EM SALA DE AULA
par: Jeanny Meiry Sombra Silva
Publié: (2016)

Las transformaciones del significado y la vivencia de la maternidad, en mujeres negras, indígenas y mestizas del suroccidente colombiano
par: Jeanny Lucero Posso Quiceno
Publié: (2010)

Eigenvector Fields for Latent Space Discovery
par: SÉRGIO DE ANDRADE, PAULO
Publié: (2025)

A Unified Latent Space Disentanglement VAE Framework with Robust Disentanglement Effectiveness Evaluation
par: Lang, Xiaoan, et autres
Publié: (2026)

Liver metastases in high‐grade neuroendocrine neoplasms: A comparative study of hepatic tumor volume and biochemical findings in NET G3 versus NEC
par: Philipp Melhorn, et autres
Publié: (2024)

Semi-supervised Latent Disentangled Diffusion Model for Textile Pattern Generation
par: Hu, Chenggong, et autres
Publié: (2026)

Disentangled Latent Spaces Facilitate Data-Driven Auxiliary Learning
par: Skenderi, Geri, et autres
Publié: (2023)

Isometric Representation Learning for Disentangled Latent Space of Diffusion Models
par: Hahm, Jaehoon, et autres
Publié: (2024)

Lost in Latent Space: Disentangled Models and the Challenge of Combinatorial Generalisation
par: Montero, Milton L., et autres
Publié: (2022)

Shortcut Invariance: Targeted Jacobian Regularization in Disentangled Latent Space
par: Pal, Shivam, et autres
Publié: (2025)

Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections
par: Bamford, Tom, et autres
Publié: (2023)

Disentangled Latent Spaces for Reduced Order Models using Deterministic Autoencoders
par: Schwarz, Henning, et autres
Publié: (2025)

NIR‐II Fluorescence Image Translation via Latent Space Disentanglement
par: Xiaoming Yu, et autres
Publié: (2025)

Frequency-Aware Model Parameter Explorer: A new attribution method for improving explainability
par: Yavari, Ali, et autres
Publié: (2025)

Cover Feature: Disentangling the Conformational Space and Structural Preferences of Tetrahydrofurfuryl Alcohol Using Rotational Spectroscopy and Computational Chemistry (ChemPhysChem 12/2024)
par: Weslley G. D. P. Silva, et autres
Publié: (2024)

MRI-derived quantification of hepatic vessel-to-volume ratios in chronic liver disease using a deep learning approach
par: Herold, Alexander, et autres
Publié: (2025)

Latent Secret Spin: Keyed Orthogonal Rotations for Blind Speech Watermarking in Anisotropic Latent Spaces
par: Coletta, Emma, et autres
Publié: (2026)

Analysis of effectiveness of thresholding in perfusion ROI detection on T2-weighted MR images with abnormal brain anatomy
par: Alkhimova, Svitlana, et autres
Publié: (2019)