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Real-world federated learning in radiology: hurdles to overcome and benefits to gain.
Bujotzek MR, Akünal Ü, Denner S, Neher P, Zenk M, Frodl E, Jaiswal A, Kim M, Krekiehn NR, Nickel M, Ruppel R, Both M, Döllinger F, Opitz M, Persigehl T, Kleesiek J, Penzkofer T, Maier-Hein K, Bucher A, Braren R. Bujotzek MR, et al. Among authors: kim m. J Am Med Inform Assoc. 2025 Jan 1;32(1):193-205. doi: 10.1093/jamia/ocae259. J Am Med Inform Assoc. 2025. PMID: 39455061 Free PMC article.
Evaluation of thresholding methods for the quantification of [68Ga]Ga-PSMA-11 PET molecular tumor volume and their effect on survival prediction in patients with advanced prostate cancer undergoing [177Lu]Lu-PSMA-617 radioligand therapy.
Kim M, Seifert R, Fragemann J, Kersting D, Murray J, Jonske F, Pomykala KL, Egger J, Fendler WP, Herrmann K, Kleesiek J. Kim M, et al. Eur J Nucl Med Mol Imaging. 2023 Jun;50(7):2196-2209. doi: 10.1007/s00259-023-06163-x. Epub 2023 Mar 2. Eur J Nucl Med Mol Imaging. 2023. PMID: 36859618 Free PMC article.
Staging of prostate Cancer with ultra-fast PSMA-PET scans enhanced by AI.
Kersting D, Borys K, Küper A, Kim M, Haubold J, Goerttler T, Umutlu L, Costa PF, Kleesiek J, Rischpler C, Nensa F, Herrmann K, Fendler WP, Weber M, Hosch R, Seifert R. Kersting D, et al. Among authors: kim m. Eur J Nucl Med Mol Imaging. 2025 Jan 11. doi: 10.1007/s00259-024-07060-7. Online ahead of print. Eur J Nucl Med Mol Imaging. 2025. PMID: 39794510
Establishing Medical Intelligence-Leveraging Fast Healthcare Interoperability Resources to Improve Clinical Management: Retrospective Cohort and Clinical Implementation Study.
Brehmer A, Sauer CM, Salazar Rodríguez J, Herrmann K, Kim M, Keyl J, Bahnsen FH, Frank B, Köhrmann M, Rassaf T, Mahabadi AA, Hadaschik B, Darr C, Herrmann K, Tan S, Buer J, Brenner T, Reinhardt HC, Nensa F, Gertz M, Egger J, Kleesiek J. Brehmer A, et al. Among authors: kim m. J Med Internet Res. 2024 Oct 31;26:e55148. doi: 10.2196/55148. J Med Internet Res. 2024. PMID: 39240144 Free PMC article.
Closing the loop for AI-ready radiology.
Fuchs M, Gonzalez C, Frisch Y, Hahn P, Matthies P, Gruening M, Pinto Dos Santos D, Dratsch T, Kim M, Nensa F, Trenz M, Mukhopadhyay A. Fuchs M, et al. Among authors: kim m. Rofo. 2024 Feb;196(2):154-162. doi: 10.1055/a-2124-1958. Epub 2023 Aug 15. Rofo. 2024. PMID: 37582385 Free article. English.
PSMA-PET follow-up to assess response in patients not receiving PSMA therapy: Is there value beyond localization of disease?
Küper AT, Kersting D, Telli T, Herrmann K, Rominger A, Afshar-Oromieh A, Lopes L, Karkampouna S, Shi K, Kim M, Hadaschik B, Darr C, Umutlu L, Fendler WP, Seifert R. Küper AT, et al. Among authors: kim m. Theranostics. 2024 Jun 11;14(9):3623-3633. doi: 10.7150/thno.96738. eCollection 2024. Theranostics. 2024. PMID: 38948055 Free PMC article.
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