Philip Müller
8 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(10)
🔥
Unstoppable · Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Computer Vision
(2)
Healthcare & Medicine
(2)
Machine Learning
(2)
Clinical
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Core Methods
(1)
Domain-Specific
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
chest x-ray
(2)
medical imaging
(1)
data augmentation
(1)
natural language generation
(1)
image captioning
(1)
explainable ai
(1)
object localization
(1)
synthetic data generation
(1)
image inpainting
(1)
evaluation metric
(1)
clinical evaluation
(1)
radiology report generation
(1)
report generation
(1)
object detection
(1)
pathology detection
(1)
Papers
Semi-Synthetic Localization Datasets for Radiological Findings on Chest X-Rays
MIDL 2026
Global and Local Contrastive Learning for Joint Representations from Cardiac MRI and ECG
MICCAI 2025
ChEX: Interactive Localization and Region Description in Chest X-rays
ECCV 2024
Diffusion-based Generative Image Outpainting for Recovery of FOV-Truncated CT Images
MICCAI 2024
Estimating Neural Orientation Distribution Fields on High Resolution Diffusion MRI Scans
MICCAI 2024
Interactive and Explainable Region-Guided Radiology Report Generation
CVPR 2023
Robust Detection Outcome: A Metric for Pathology Detection in Medical Images
MIDL 2023
Joint Learning of Localized Representations from Medical Images and Reports
ECCV 2022