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Interactive Explainable Deep Learning Model Informs Prostate Cancer Diagnosis at MRI.
Hamm CA, Baumgärtner GL, Biessmann F, Beetz NL, Hartenstein A, Savic LJ, Froböse K, Dräger F, Schallenberg S, Rudolph M, Baur ADJ, Hamm B, Haas M, Hofbauer S, Cash H, Penzkofer T. Hamm CA, et al. Among authors: baumgartner gl. Radiology. 2023 May;307(4):e222276. doi: 10.1148/radiol.222276. Epub 2023 Apr 11. Radiology. 2023. PMID: 37039688
A machine learning tool to improve prediction of mediastinal lymph node metastases in non-small cell lung cancer using routinely obtainable [18F]FDG-PET/CT parameters.
Rogasch JMM, Michaels L, Baumgärtner GL, Frost N, Rückert JC, Neudecker J, Ochsenreither S, Gerhold M, Schmidt B, Schneider P, Amthauer H, Furth C, Penzkofer T. Rogasch JMM, et al. Among authors: baumgartner gl. Eur J Nucl Med Mol Imaging. 2023 Jun;50(7):2140-2151. doi: 10.1007/s00259-023-06145-z. Epub 2023 Feb 23. Eur J Nucl Med Mol Imaging. 2023. PMID: 36820890 Free PMC article.
Reduction of false positives using zone-specific prostate-specific antigen density for prostate MRI-based biopsy decision strategies.
Hamm CA, Baumgärtner GL, Padhani AR, Froböse KP, Dräger F, Beetz NL, Savic LJ, Posch H, Lenk J, Schallenberg S, Maxeiner A, Cash H, Günzel K, Hamm B, Asbach P, Penzkofer T. Hamm CA, et al. Among authors: baumgartner gl. Eur Radiol. 2024 Mar 28. doi: 10.1007/s00330-024-10700-z. Online ahead of print. Eur Radiol. 2024. PMID: 38538841