Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder
Fuente:
arXiv
Guardado en:
| Autores principales: | Atad, Matan, Schinz, David, Moeller, Hendrik, Graf, Robert, Wiestler, Benedikt, Rueckert, Daniel, Navab, Nassir, Kirschke, Jan S., Keicher, Matthias |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Detecting Unforeseen Data Properties with Diffusion Autoencoder Embeddings using Spine MRI data
por: Graf, Robert, et al.
Publicado: (2024)
por: Graf, Robert, et al.
Publicado: (2024)
MAGDA: Multi-agent guideline-driven diagnostic assistance
por: Bani-Harouni, David, et al.
Publicado: (2024)
por: Bani-Harouni, David, et al.
Publicado: (2024)
One Sequence to Segment Them All: Efficient Data Augmentation for CT and MRI Cross-Domain 3D Spine Segmentation
por: Molinier, Nathan, et al.
Publicado: (2026)
por: Molinier, Nathan, et al.
Publicado: (2026)
Neural Network Surrogate and Projected Gradient Descent for Fast and Reliable Finite Element Model Calibration: a Case Study on an Intervertebral Disc
por: Atad, Matan, et al.
Publicado: (2024)
por: Atad, Matan, et al.
Publicado: (2024)
ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling
por: Özsoy, Ege, et al.
Publicado: (2024)
por: Özsoy, Ege, et al.
Publicado: (2024)
Rule-based Key-Point Extraction for MR-Guided Biomechanical Digital Twins of the Spine
por: Graf, Robert, et al.
Publicado: (2025)
por: Graf, Robert, et al.
Publicado: (2025)
A Framework for Multimodal Medical Image Interaction
por: Schütz, Laura, et al.
Publicado: (2024)
por: Schütz, Laura, et al.
Publicado: (2024)
Diffusion Models with Implicit Guidance for Medical Anomaly Detection
por: Bercea, Cosmin I., et al.
Publicado: (2024)
por: Bercea, Cosmin I., et al.
Publicado: (2024)
Calibrated Confidence Expression for Radiology Report Generation
por: Bani-Harouni, David, et al.
Publicado: (2026)
por: Bani-Harouni, David, et al.
Publicado: (2026)
PARASIDE: An Automatic Paranasal Sinus Segmentation and Structure Analysis Tool for MRI
por: Möller, Hendrik, et al.
Publicado: (2025)
por: Möller, Hendrik, et al.
Publicado: (2025)
Prototype-Based Knowledge Guidance for Fine-Grained Structured Radiology Reporting
por: Pellegrini, Chantal, et al.
Publicado: (2026)
por: Pellegrini, Chantal, et al.
Publicado: (2026)
RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance
por: Pellegrini, Chantal, et al.
Publicado: (2023)
por: Pellegrini, Chantal, et al.
Publicado: (2023)
Towards Universal Unsupervised Anomaly Detection in Medical Imaging
por: Bercea, Cosmin I., et al.
Publicado: (2024)
por: Bercea, Cosmin I., et al.
Publicado: (2024)
Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis
por: Yeganeh, Yousef, et al.
Publicado: (2024)
por: Yeganeh, Yousef, et al.
Publicado: (2024)
From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine
por: Buess, Lukas, et al.
Publicado: (2025)
por: Buess, Lukas, et al.
Publicado: (2025)
Language Agents for Hypothesis-driven Clinical Decision Making with Reinforcement Learning
por: Bani-Harouni, David, et al.
Publicado: (2025)
por: Bani-Harouni, David, et al.
Publicado: (2025)
EHR2Path: Scalable Modeling of Longitudinal Patient Pathways from Multimodal Electronic Health Records
por: Pellegrini, Chantal, et al.
Publicado: (2025)
por: Pellegrini, Chantal, et al.
Publicado: (2025)
Automated Thoracolumbar Stump Rib Detection and Analysis in a Large CT Cohort
por: Möller, Hendrik, et al.
Publicado: (2025)
por: Möller, Hendrik, et al.
Publicado: (2025)
Specialized Foundation Models for Intelligent Operating Rooms
por: Özsoy, Ege, et al.
Publicado: (2025)
por: Özsoy, Ege, et al.
Publicado: (2025)
Learning Diagnostic Reasoning for Decision Support in Toxicology
por: Oberländer, Nico, et al.
Publicado: (2026)
por: Oberländer, Nico, et al.
Publicado: (2026)
Hide-and-Seek Attribution: Weakly Supervised Segmentation of Vertebral Metastases in CT
por: Atad, Matan, et al.
Publicado: (2025)
por: Atad, Matan, et al.
Publicado: (2025)
MedEdit: Counterfactual Diffusion-based Image Editing on Brain MRI
por: Alaya, Malek Ben, et al.
Publicado: (2024)
por: Alaya, Malek Ben, et al.
Publicado: (2024)
Dyadic Partnership(DP): A Missing Link Towards Full Autonomy in Medical Robotics
por: Navab, Nassir, et al.
Publicado: (2026)
por: Navab, Nassir, et al.
Publicado: (2026)
VERIDAH: Solving Enumeration Anomaly Aware Vertebra Labeling across Imaging Sequences
por: Möller, Hendrik, et al.
Publicado: (2026)
por: Möller, Hendrik, et al.
Publicado: (2026)
Unsupervised Analysis of Alzheimer's Disease Signatures using 3D Deformable Autoencoders
por: Avci, Mehmet Yigit, et al.
Publicado: (2024)
por: Avci, Mehmet Yigit, et al.
Publicado: (2024)
BioSonix: Can Physics-Based Sonification Perceptualize Tissue Deformations From Tool Interactions?
por: Ruozzi, Veronica, et al.
Publicado: (2025)
por: Ruozzi, Veronica, et al.
Publicado: (2025)
MM-DINOv2: Adapting Foundation Models for Multi-Modal Medical Image Analysis
por: Scholz, Daniel, et al.
Publicado: (2025)
por: Scholz, Daniel, et al.
Publicado: (2025)
MultiMAE for Brain MRIs: Robustness to Missing Inputs Using Multi-Modal Masked Autoencoder
por: Erdur, Ayhan Can, et al.
Publicado: (2025)
por: Erdur, Ayhan Can, et al.
Publicado: (2025)
Semantic Scene Graph for Ultrasound Image Explanation and Scanning Guidance
por: Li, Xuesong, et al.
Publicado: (2025)
por: Li, Xuesong, et al.
Publicado: (2025)
Rewarding Doubt: A Reinforcement Learning Approach to Calibrated Confidence Expression of Large Language Models
por: Bani-Harouni, David, et al.
Publicado: (2025)
por: Bani-Harouni, David, et al.
Publicado: (2025)
XR Prototyping of Mixed Reality Visualizations: Compensating Interaction Latency for a Medical Imaging Robot
por: Plümer, Jan Hendrik, et al.
Publicado: (2024)
por: Plümer, Jan Hendrik, et al.
Publicado: (2024)
SPINEPS -- Automatic Whole Spine Segmentation of T2-weighted MR images using a Two-Phase Approach to Multi-class Semantic and Instance Segmentation
por: Möller, Hendrik, et al.
Publicado: (2024)
por: Möller, Hendrik, et al.
Publicado: (2024)
Agentic Large Language Models for Training-Free Neuro-Radiological Image Analysis
por: Erdur, Ayhan Can, et al.
Publicado: (2026)
por: Erdur, Ayhan Can, et al.
Publicado: (2026)
VIBESegmentator: Full Body MRI Segmentation for the NAKO and UK Biobank
por: Graf, Robert, et al.
Publicado: (2024)
por: Graf, Robert, et al.
Publicado: (2024)
Mamba? Catch The Hype Or Rethink What Really Helps for Image Registration
por: Jian, Bailiang, et al.
Publicado: (2024)
por: Jian, Bailiang, et al.
Publicado: (2024)
Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations
por: McGinnis, Julian, et al.
Publicado: (2023)
por: McGinnis, Julian, et al.
Publicado: (2023)
FB-Diff: Fourier Basis-guided Diffusion for Temporal Interpolation of 4D Medical Imaging
por: You, Xin, et al.
Publicado: (2025)
por: You, Xin, et al.
Publicado: (2025)
SpeechCT-CLIP: Distilling Text-Image Knowledge to Speech for Voice-Native Multimodal CT Analysis
por: Buess, Lukas, et al.
Publicado: (2025)
por: Buess, Lukas, et al.
Publicado: (2025)
Neural Cellular Automata for Lightweight, Robust and Explainable Classification of White Blood Cell Images
por: Deutges, Michael, et al.
Publicado: (2024)
por: Deutges, Michael, et al.
Publicado: (2024)
Disentangling Progress in Medical Image Registration: Beyond Trend-Driven Architectures towards Domain-Specific Strategies
por: Jian, Bailiang, et al.
Publicado: (2025)
por: Jian, Bailiang, et al.
Publicado: (2025)
Ejemplares similares
-
Detecting Unforeseen Data Properties with Diffusion Autoencoder Embeddings using Spine MRI data
por: Graf, Robert, et al.
Publicado: (2024) -
MAGDA: Multi-agent guideline-driven diagnostic assistance
por: Bani-Harouni, David, et al.
Publicado: (2024) -
One Sequence to Segment Them All: Efficient Data Augmentation for CT and MRI Cross-Domain 3D Spine Segmentation
por: Molinier, Nathan, et al.
Publicado: (2026) -
Neural Network Surrogate and Projected Gradient Descent for Fast and Reliable Finite Element Model Calibration: a Case Study on an Intervertebral Disc
por: Atad, Matan, et al.
Publicado: (2024) -
ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling
por: Özsoy, Ege, et al.
Publicado: (2024)