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Heinrich von Busch

3 papers · 2022–2025 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Silver

Venues

MIDL (3)

Top co-authors

Robert Grimm (3) Dorin Comaniciu (2) Bin Lou (2) Ali Kamen (2) Jingya Liu (1) Dieter Szolar (1) Qingsong Yang (1) Mukesh Harisinghani (1) Kai Geißler (1) Sanoj Punnen (1)

Research topics

Computer Vision (2) Deep Learning (2) Healthcare & Medicine (2) Analysis (2) Architectures (2) Clinical (2) Artificial Intelligence (1) Machine Learning (1) Core AI (1) Core Methods (1) Learning Types (1)

Keywords

lesion detection (2) deep learning (1) model comparison (1) out-of-distribution detection (1) uncertainty estimation (1) perceptual loss (1) false positive reduction (1) autoencoder reconstruction (1) prostate cancer diagnosis (1) bi-parametric mri (1) breast magnetic resonance imaging (1) prostate cancer progression (1) active surveillance (1) multi-scale foundation model (1) unsupervised learning (1) longitudinal lesion progression (1)

Papers

Multi-centric Comparison of Deep Learning Models for Lesion Detection in Breast MRI MIDL 2025 Predicting Prostate Cancer Progression During Active Surveillance Using Longitudinal bpMRI Scans and A Multi-scale Foundation Model MIDL 2025 Detecting Out-of-Distribution via an Unsupervised Uncertainty Estimation for Prostate Cancer Diagnosis MIDL 2022