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Page 1
Active learning for extracting surgomic features in robot-assisted minimally invasive esophagectomy: a prospective annotation study.
Brandenburg JM, Jenke AC, Stern A, Daum MTJ, Schulze A, Younis R, Petrynowski P, Davitashvili T, Vanat V, Bhasker N, Schneider S, Mündermann L, Reinke A, Kolbinger FR, Jörns V, Fritz-Kebede F, Dugas M, Maier-Hein L, Klotz R, Distler M, Weitz J, Müller-Stich BP, Speidel S, Bodenstedt S, Wagner M. Brandenburg JM, et al. Among authors: davitashvili t. Surg Endosc. 2023 Nov;37(11):8577-8593. doi: 10.1007/s00464-023-10447-6. Epub 2023 Oct 14. Surg Endosc. 2023. PMID: 37833509 Free PMC article.
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: davitashvili t. 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: davitashvili t. Sci Data. 2021 Apr 12;8(1):101. doi: 10.1038/s41597-021-00882-2. Sci Data. 2021. PMID: 33846356 Free PMC article.
A sensorized modular training platform to reduce vascular damage in endovascular surgery.
Fischer N, Marzi C, Meisenbacher K, Kisilenko A, Davitashvili T, Wagner M, Mathis-Ullrich F. Fischer N, et al. Among authors: davitashvili t. Int J Comput Assist Radiol Surg. 2023 Sep;18(9):1687-1695. doi: 10.1007/s11548-023-02935-w. Epub 2023 May 17. Int J Comput Assist Radiol Surg. 2023. PMID: 37193935 Free PMC article.
Etiologic agents of central nervous system infections among febrile hospitalized patients in the country of Georgia.
Akhvlediani T, Bautista CT, Shakarishvili R, Tsertsvadze T, Imnadze P, Tatishvili N, Davitashvili T, Samkharadze T, Chlikadze R, Dvali N, Dzigua L, Karchava M, Gatserelia L, Macharashvili N, Kvirkvelia N, Habashy EE, Farrell M, Rowlinson E, Sejvar J, Hepburn M, Pimentel G, Dueger E, House B, Rivard R. Akhvlediani T, et al. Among authors: davitashvili t. PLoS One. 2014 Nov 4;9(11):e111393. doi: 10.1371/journal.pone.0111393. eCollection 2014. PLoS One. 2014. PMID: 25369023 Free PMC article.