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A Comprehensive Machine Learning Benchmark Study for Radiomics-Based Survival Analysis of CT Imaging Data in Patients With Hepatic Metastases of CRC.
Stüber AT, Coors S, Schachtner B, Weber T, Rügamer D, Bender A, Mittermeier A, Öcal O, Seidensticker M, Ricke J, Bischl B, Ingrisch M. Stüber AT, et al. Among authors: schachtner b. Invest Radiol. 2023 Dec 1;58(12):874-881. doi: 10.1097/RLI.0000000000001009. Epub 2023 Jul 28. Invest Radiol. 2023. PMID: 37504498 Free PMC article.
Performance variability of radiomics machine learning models for the detection of clinically significant prostate cancer in heterogeneous MRI datasets.
Gresser E, Schachtner B, Stüber AT, Solyanik O, Schreier A, Huber T, Froelich MF, Magistro G, Kretschmer A, Stief C, Ricke J, Ingrisch M, Nörenberg D. Gresser E, et al. Among authors: schachtner b. Quant Imaging Med Surg. 2022 Nov;12(11):4990-5003. doi: 10.21037/qims-22-265. Quant Imaging Med Surg. 2022. PMID: 36330197 Free PMC article.
Integration of clinical parameters and CT-based radiomics improves machine learning assisted subtyping of primary hyperaldosteronism.
Mansour N, Mittermeier A, Walter R, Schachtner B, Rudolph J, Erber B, Schmidt VF, Heinrich D, Bruedgam D, Tschaidse L, Nowotny H, Bidlingmaier M, Kunz SL, Adolf C, Ricke J, Reincke M, Reisch N, Wildgruber M, Ingrisch M. Mansour N, et al. Among authors: schachtner b. Front Endocrinol (Lausanne). 2023 Aug 24;14:1244342. doi: 10.3389/fendo.2023.1244342. eCollection 2023. Front Endocrinol (Lausanne). 2023. PMID: 37693351 Free PMC article.
Artificial Intelligence in Oncological Hybrid Imaging.
Feuerecker B, Heimer MM, Geyer T, Fabritius MP, Gu S, Schachtner B, Beyer L, Ricke J, Gatidis S, Ingrisch M, Cyran CC. Feuerecker B, et al. Among authors: schachtner b. Nuklearmedizin. 2023 Oct;62(5):296-305. doi: 10.1055/a-2157-6810. Epub 2023 Oct 6. Nuklearmedizin. 2023. PMID: 37802057 Review. English.
[Automatic ICD-10 coding : Natural language processing for German MRI reports].
Mittermeier A, Aßenmacher M, Schachtner B, Grosu S, Dakovic V, Kandratovich V, Sabel B, Ingrisch M. Mittermeier A, et al. Among authors: schachtner b. Radiologie (Heidelb). 2024 Oct;64(10):793-800. doi: 10.1007/s00117-024-01349-2. Epub 2024 Aug 9. Radiologie (Heidelb). 2024. PMID: 39120724 German.
Automated localization of the medial clavicular epiphyseal cartilages using an object detection network: a step towards deep learning-based forensic age assessment.
Wesp P, Sabel BO, Mittermeier A, Stüber AT, Jeblick K, Schinke P, Mühlmann M, Fischer F, Penning R, Ricke J, Ingrisch M, Schachtner BM. Wesp P, et al. Among authors: schachtner bm. Int J Legal Med. 2023 May;137(3):733-742. doi: 10.1007/s00414-023-02958-7. Epub 2023 Feb 2. Int J Legal Med. 2023. PMID: 36729183 Free PMC article.
Artificial Intelligence in Oncological Hybrid Imaging.
Feuerecker B, Heimer MM, Geyer T, Fabritius MP, Gu S, Schachtner B, Beyer L, Ricke J, Gatidis S, Ingrisch M, Cyran CC. Feuerecker B, et al. Among authors: schachtner b. Rofo. 2023 Feb;195(2):105-114. doi: 10.1055/a-1909-7013. Epub 2022 Sep 28. Rofo. 2023. PMID: 36170852 Free article. Review. English.
Clinically focused multi-cohort benchmarking as a tool for external validation of artificial intelligence algorithm performance in basic chest radiography analysis.
Rudolph J, Schachtner B, Fink N, Koliogiannis V, Schwarze V, Goller S, Trappmann L, Hoppe BF, Mansour N, Fischer M, Ben Khaled N, Jörgens M, Dinkel J, Kunz WG, Ricke J, Ingrisch M, Sabel BO, Rueckel J. Rudolph J, et al. Among authors: schachtner b. Sci Rep. 2022 Jul 27;12(1):12764. doi: 10.1038/s41598-022-16514-7. Sci Rep. 2022. PMID: 35896763 Free PMC article.
109 results