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Page 1
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark.
Wagner M, Müller-Stich BP, Kisilenko A, Tran D, Heger P, Mündermann L, Lubotsky DM, Müller B, Davitashvili T, Capek M, Reinke A, Reid C, Yu T, Vardazaryan A, Nwoye CI, Padoy N, Liu X, Lee EJ, Disch C, Meine H, Xia T, Jia F, Kondo S, Reiter W, Jin Y, Long Y, Jiang M, Dou Q, Heng PA, Twick I, Kirtac K, Hosgor E, Bolmgren JL, Stenzel M, von Siemens B, Zhao L, Ge Z, Sun H, Xie D, Guo M, Liu D, Kenngott HG, Nickel F, Frankenberg MV, Mathis-Ullrich F, Kopp-Schneider A, Maier-Hein L, Speidel S, Bodenstedt S. Wagner M, et al. Among authors: kisilenko a. Med Image Anal. 2023 May;86:102770. doi: 10.1016/j.media.2023.102770. Epub 2023 Feb 21. Med Image Anal. 2023. PMID: 36889206 Free article.
Heidelberg colorectal data set for surgical data science in the sensor operating room.
Maier-Hein L, Wagner M, Ross T, Reinke A, Bodenstedt S, Full PM, Hempe H, Mindroc-Filimon D, Scholz P, Tran TN, Bruno P, Kisilenko A, Müller B, Davitashvili T, Capek M, Tizabi MD, Eisenmann M, Adler TJ, Gröhl J, Schellenberg M, Seidlitz S, Lai TYE, Pekdemir B, Roethlingshoefer V, Both F, Bittel S, Mengler M, Mündermann L, Apitz M, Kopp-Schneider A, Speidel S, Nickel F, Probst P, Kenngott HG, Müller-Stich BP. Maier-Hein L, et al. Among authors: kisilenko a. Sci Data. 2021 Apr 12;8(1):101. doi: 10.1038/s41597-021-00882-2. Sci Data. 2021. PMID: 33846356 Free PMC article.
Ensuring privacy protection in the era of big laparoscopic video data: development and validation of an inside outside discrimination algorithm (IODA).
Schulze A, Tran D, Daum MTJ, Kisilenko A, Maier-Hein L, Speidel S, Distler M, Weitz J, Müller-Stich BP, Bodenstedt S, Wagner M. Schulze A, et al. Among authors: kisilenko a. Surg Endosc. 2023 Aug;37(8):6153-6162. doi: 10.1007/s00464-023-10078-x. Epub 2023 May 5. Surg Endosc. 2023. PMID: 37145173 Free PMC article.
A surgical activity model of laparoscopic cholecystectomy for co-operation with collaborative robots.
Younis R, Yamlahi A, Bodenstedt S, Scheikl PM, Kisilenko A, Daum M, Schulze A, Wise PA, Nickel F, Mathis-Ullrich F, Maier-Hein L, Müller-Stich BP, Speidel S, Distler M, Weitz J, Wagner M. Younis R, et al. Among authors: kisilenko a. Surg Endosc. 2024 Aug;38(8):4316-4328. doi: 10.1007/s00464-024-10958-w. Epub 2024 Jun 13. Surg Endosc. 2024. PMID: 38872018 Free PMC article.
[The self-preserving behavior of Russian population: dispositions and risks].
Shapovalova IS, Vangorodskaya SA, Polukhin ON, Peresypkin AP, Kisilenko AV. Shapovalova IS, et al. Among authors: kisilenko av. Probl Sotsialnoi Gig Zdravookhranenniiai Istor Med. 2020 Jan;28(1):44-51. doi: 10.32687/0869-866X-2020-28-1-44-51. Probl Sotsialnoi Gig Zdravookhranenniiai Istor Med. 2020. PMID: 32119207 Russian.