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Page 1
Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review.
Höhn J, Hekler A, Krieghoff-Henning E, Kather JN, Utikal JS, Meier F, Gellrich FF, Hauschild A, French L, Schlager JG, Ghoreschi K, Wilhelm T, Kutzner H, Heppt M, Haferkamp S, Sondermann W, Schadendorf D, Schilling B, Maron RC, Schmitt M, Jutzi T, Fröhling S, Lipka DB, Brinker TJ. Höhn J, et al. J Med Internet Res. 2021 Jul 2;23(7):e20708. doi: 10.2196/20708. J Med Internet Res. 2021. PMID: 34255646 Free PMC article. Review.
Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification.
Höhn J, Krieghoff-Henning E, Jutzi TB, von Kalle C, Utikal JS, Meier F, Gellrich FF, Hobelsberger S, Hauschild A, Schlager JG, French L, Heinzerling L, Schlaak M, Ghoreschi K, Hilke FJ, Poch G, Kutzner H, Heppt MV, Haferkamp S, Sondermann W, Schadendorf D, Schilling B, Goebeler M, Hekler A, Fröhling S, Lipka DB, Kather JN, Krahl D, Ferrara G, Haggenmüller S, Brinker TJ. Höhn J, et al. Eur J Cancer. 2021 May;149:94-101. doi: 10.1016/j.ejca.2021.02.032. Epub 2021 Apr 7. Eur J Cancer. 2021. PMID: 33838393 Free article.
Deep learning can predict lymph node status directly from histology in colorectal cancer.
Kiehl L, Kuntz S, Höhn J, Jutzi T, Krieghoff-Henning E, Kather JN, Holland-Letz T, Kopp-Schneider A, Chang-Claude J, Brobeil A, von Kalle C, Fröhling S, Alwers E, Brenner H, Hoffmeister M, Brinker TJ. Kiehl L, et al. Among authors: hohn j. Eur J Cancer. 2021 Nov;157:464-473. doi: 10.1016/j.ejca.2021.08.039. Epub 2021 Oct 11. Eur J Cancer. 2021. PMID: 34649117 Free article.
Colorectal cancer risk stratification on histological slides based on survival curves predicted by deep learning.
Höhn J, Krieghoff-Henning E, Wies C, Kiehl L, Hetz MJ, Bucher TC, Jonnagaddala J, Zatloukal K, Müller H, Plass M, Jungwirth E, Gaiser T, Steeg M, Holland-Letz T, Brenner H, Hoffmeister M, Brinker TJ. Höhn J, et al. NPJ Precis Oncol. 2023 Sep 26;7(1):98. doi: 10.1038/s41698-023-00451-3. NPJ Precis Oncol. 2023. PMID: 37752266 Free PMC article.
Small-diameter artery decellularization: Effects of anionic detergent concentration and treatment duration on porcine internal thoracic arteries.
Kostelnik C, Hohn J, Escoto-Diaz CE, Kooistra JB, Stern M, Swinton DE, Richardson W, Carver W, Eberth J. Kostelnik C, et al. Among authors: hohn j. J Biomed Mater Res B Appl Biomater. 2022 Apr;110(4):885-897. doi: 10.1002/jbm.b.34969. Epub 2021 Dec 2. J Biomed Mater Res B Appl Biomater. 2022. PMID: 34855280 Free PMC article.
37 results