Georg L. Baumgartner

Berlin, BE, Germany

Last Updated: 09/26/2026

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Found 20 publications

Shifting from black box decisions to informed decision-making in using artificial intelligence to analyze prostate MRI.

Shifting from black box decisions to informed decision-making in using artificial intelligence to analyze prostate MRI.

Journal: Abdominal radiology (New York)

Published: March 11, 2026

Clinical and Liquid Biomarkers of 20-Year Prostate Cancer Risk in Men Aged 45 to 70 Years.

Clinical and Liquid Biomarkers of 20-Year Prostate Cancer Risk in Men Aged 45 to 70 Years.

Journal: JAMA network open

Published: February 02, 2026

Imaging-based clinical decision tree enables risk stratification of extraprostatic extension before radical prostatectomy in prostate cancer patients.

Imaging-based clinical decision tree enables risk stratification of extraprostatic extension before radical prostatectomy in prostate cancer patients.

Journal: Insights into imaging

Published: November 22, 2025

Independent Validation of a Machine Learning Classifier for Predicting Mediastinal Lymph Node Metastases in Non-Small Cell Lung Cancer Using Routinely Obtainable [18F]FDG-PET/CT Parameters.

Independent Validation of a Machine Learning Classifier for Predicting Mediastinal Lymph Node Metastases in Non-Small Cell Lung Cancer Using Routinely Obtainable [18F]FDG-PET/CT Parameters.

Journal: Current oncology (Toronto, Ont.)

Published: October 18, 2025

Automatic 3D Tracking of Liver Metastases: Follow-Up Assessment of Cancer Patients in Contrast-Enhanced MRI.

Automatic 3D Tracking of Liver Metastases: Follow-Up Assessment of Cancer Patients in Contrast-Enhanced MRI.

Journal: Bioengineering (Basel, Switzerland)

Published: July 08, 2025

An Explainable AI Exploration of the Machine Learning Classification of Neoplastic Intracerebral Hemorrhage from Non-Contrast CT.

An Explainable AI Exploration of the Machine Learning Classification of Neoplastic Intracerebral Hemorrhage from Non-Contrast CT.

Journal: Cancers

Published: June 25, 2025

Comparing performance of seven fine-tuned open-source large language models in summarizing and predicting outcome-relevant information from mechanical thrombectomy reports in patients with acute ischemic stroke.

Comparing performance of seven fine-tuned open-source large language models in summarizing and predicting outcome-relevant information from mechanical thrombectomy reports in patients with acute ischemic stroke.

Journal: European radiology

Published: April 13, 2025

Polygenic risk scores for premagnetic resonance imaging risk stratification in men with clinically suspected prostate cancer.

Polygenic risk scores for premagnetic resonance imaging risk stratification in men with clinically suspected prostate cancer.

Journal: Journal of the National Cancer Institute

Published: April 11, 2025

Polygenic risk scores for pre-MRI risk stratification in men with clinically suspected prostate cancer.

Polygenic risk scores for pre-MRI risk stratification in men with clinically suspected prostate cancer.

Journal: Journal of the National Cancer Institute

Published: April 11, 2025

Bayesian-Optimized Convolutional Neural Networks for Classifying Primary Tumor Origin of Brain Metastases from MRI.

Bayesian-Optimized Convolutional Neural Networks for Classifying Primary Tumor Origin of Brain Metastases from MRI.

Journal: Brain sciences

Published: March 25, 2025

Comparing large language models and text embedding models for automated classification of textual, semantic, and critical changes in radiology reports.

Comparing large language models and text embedding models for automated classification of textual, semantic, and critical changes in radiology reports.

Journal: European journal of radiology

Published: January 14, 2025

Analyzing the TotalSegmentator for facial feature removal in head CT scans.

Analyzing the TotalSegmentator for facial feature removal in head CT scans.

Journal: Radiography (London, England : 1995)

Published: October 23, 2024

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Last Updated: 09/26/2026