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Domain generalization across tumor types, laboratories, and species - Insights from the 2022 edition of the Mitosis Domain Generalization Challenge.
Aubreville M, Stathonikos N, Donovan TA, Klopfleisch R, Ammeling J, Ganz J, Wilm F, Veta M, Jabari S, Eckstein M, Annuscheit J, Krumnow C, Bozaba E, Çayır S, Gu H, Chen X', Jahanifar M, Shephard A, Kondo S, Kasai S, Kotte S, Saipradeep VG, Lafarge MW, Koelzer VH, Wang Z, Zhang Y, Yang S, Wang X, Breininger K, Bertram CA. Aubreville M, et al. Among authors: stathonikos n. Med Image Anal. 2024 May;94:103155. doi: 10.1016/j.media.2024.103155. Epub 2024 Mar 22. Med Image Anal. 2024. PMID: 38537415 Free article.
Prognostic value of histopathologic traits independent of stromal tumor-infiltrating lymphocyte levels in chemotherapy-naïve patients with triple-negative breast cancer.
de Boo LW, Jóźwiak K, Ter Hoeve ND, van Diest PJ, Opdam M, Wang Y, Schmidt MK, de Jong V, Kleiterp S, Cornelissen S, Baars D, Koornstra RHT, Kerver ED, van Dalen T, Bins AD, Beeker A, van den Heiligenberg SM, de Jong PC, Bakker SD, Rietbroek RC, Konings IR, Blankenburgh R, Bijlsma RM, Imholz ALT, Stathonikos N, Vreuls W, Sanders J, Rosenberg EH, Koop EA, Varga Z, van Deurzen CHM, Mooyaart AL, Córdoba A, Groen E, Bart J, Willems SM, Zolota V, Wesseling J, Sapino A, Chmielik E, Ryska A, Broeks A, Voogd AC, van der Wall E, Siesling S, Salgado R, Dackus GMHE, Hauptmann M, Kok M, Linn SC. de Boo LW, et al. Among authors: stathonikos n. ESMO Open. 2024 Mar;9(3):102923. doi: 10.1016/j.esmoop.2024.102923. Epub 2024 Mar 6. ESMO Open. 2024. PMID: 38452438 Free PMC article.
Pros and cons of artificial intelligence implementation in diagnostic pathology.
van Diest PJ, Flach RN, van Dooijeweert C, Makineli S, Breimer GE, Stathonikos N, Pham P, Nguyen TQ, Veta M. van Diest PJ, et al. Among authors: stathonikos n. Histopathology. 2024 May;84(6):924-934. doi: 10.1111/his.15153. Epub 2024 Mar 3. Histopathology. 2024. PMID: 38433288 Review.
The difficulty with measuring the largest melanoma tumour diameter in sentinel lymph nodes.
Laeijendecker AE, El Sharouni MA, Stathonikos N, Spoto CPE, van de Wiel BA, Eijken EJE, Mulder M, Mooyaart AL, Szumera-Cieckiewicz A, Mihic-Probst D, Massi D, Cook M, Koljenovic S, Alos L, van Diest PJ, van Akkooi ACJ, Blokx W. Laeijendecker AE, et al. Among authors: stathonikos n. J Clin Pathol. 2024 May 17;77(6):372-377. doi: 10.1136/jcp-2023-209354. J Clin Pathol. 2024. PMID: 38378246
External validation and clinical utility assessment of PREDICT breast cancer prognostic model in young, systemic treatment-naïve women with node-negative breast cancer.
Wang Y, Broeks A, Giardiello D, Hauptmann M, Jóźwiak K, Koop EA, Opdam M, Siesling S, Sonke GS, Stathonikos N, Ter Hoeve ND, van der Wall E, van Deurzen CHM, van Diest PJ, Voogd AC, Vreuls W, Linn SC, Dackus GMHE, Schmidt MK. Wang Y, et al. Among authors: stathonikos n. Eur J Cancer. 2023 Dec;195:113401. doi: 10.1016/j.ejca.2023.113401. Epub 2023 Oct 30. Eur J Cancer. 2023. PMID: 37925965 Free article.
A comprehensive multi-domain dataset for mitotic figure detection.
Aubreville M, Wilm F, Stathonikos N, Breininger K, Donovan TA, Jabari S, Veta M, Ganz J, Ammeling J, van Diest PJ, Klopfleisch R, Bertram CA. Aubreville M, et al. Among authors: stathonikos n. Sci Data. 2023 Jul 25;10(1):484. doi: 10.1038/s41597-023-02327-4. Sci Data. 2023. PMID: 37491536 Free PMC article.
Mitosis domain generalization in histopathology images - The MIDOG challenge.
Aubreville M, Stathonikos N, Bertram CA, Klopfleisch R, Ter Hoeve N, Ciompi F, Wilm F, Marzahl C, Donovan TA, Maier A, Breen J, Ravikumar N, Chung Y, Park J, Nateghi R, Pourakpour F, Fick RHJ, Ben Hadj S, Jahanifar M, Shephard A, Dexl J, Wittenberg T, Kondo S, Lafarge MW, Koelzer VH, Liang J, Wang Y, Long X, Liu J, Razavi S, Khademi A, Yang S, Wang X, Erber R, Klang A, Lipnik K, Bolfa P, Dark MJ, Wasinger G, Veta M, Breininger K. Aubreville M, et al. Among authors: stathonikos n. Med Image Anal. 2023 Feb;84:102699. doi: 10.1016/j.media.2022.102699. Epub 2022 Nov 23. Med Image Anal. 2023. PMID: 36463832 Free article.
25 results