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MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images.
Zimmerer D, Full PM, Isensee F, Jager P, Adler T, Petersen J, Kohler G, Ross T, Reinke A, Kascenas A, Jensen BS, O'Neil AQ, Tan J, Hou B, Batten J, Qiu H, Kainz B, Shvetsova N, Fedulova I, Dylov DV, Yu B, Zhai J, Hu J, Si R, Zhou S, Wang S, Li X, Chen X, Zhao Y, Marimont SN, Tarroni G, Saase V, Maier-Hein L, Maier-Hein K. Zimmerer D, et al. Among authors: dylov dv. IEEE Trans Med Imaging. 2022 Oct;41(10):2728-2738. doi: 10.1109/TMI.2022.3170077. Epub 2022 Sep 30. IEEE Trans Med Imaging. 2022. PMID: 35468060
Medical image captioning via generative pretrained transformers.
Selivanov A, Rogov OY, Chesakov D, Shelmanov A, Fedulova I, Dylov DV. Selivanov A, et al. Among authors: dylov dv. Sci Rep. 2023 Mar 13;13(1):4171. doi: 10.1038/s41598-023-31223-5. Sci Rep. 2023. PMID: 36914733 Free PMC article.
Evaluation of an Integrated Spectroscopy and Classification Platform for Point-of-Care Core Needle Biopsy Assessment: Performance Characteristics from Ex Vivo Renal Mass Biopsies.
Keshavamurthy KN, Dylov DV, Yazdanfar S, Patel D, Silk T, Silk M, Jacques F, Petre EN, Gonen M, Rekhtman N, Ostroverkhov V, Scher HI, Solomon SB, Durack JC. Keshavamurthy KN, et al. Among authors: dylov dv. J Vasc Interv Radiol. 2022 Nov;33(11):1408-1415.e3. doi: 10.1016/j.jvir.2022.07.027. Epub 2022 Aug 5. J Vasc Interv Radiol. 2022. PMID: 35940363 Free PMC article.
Tubular shape aware data generation for segmentation in medical imaging.
Sirazitdinov I, Schulz H, Saalbach A, Renisch S, Dylov DV. Sirazitdinov I, et al. Among authors: dylov dv. Int J Comput Assist Radiol Surg. 2022 Jun;17(6):1091-1099. doi: 10.1007/s11548-022-02621-3. Epub 2022 Apr 17. Int J Comput Assist Radiol Surg. 2022. PMID: 35430716
Deep negative volume segmentation.
Belikova K, Rogov OY, Rybakov A, Maslov MV, Dylov DV. Belikova K, et al. Among authors: dylov dv. Sci Rep. 2021 Aug 11;11(1):16292. doi: 10.1038/s41598-021-95526-1. Sci Rep. 2021. PMID: 34381093 Free PMC article.
Optical Mapping-Validated Machine Learning Improves Atrial Fibrillation Driver Detection by Multi-Electrode Mapping.
Zolotarev AM, Hansen BJ, Ivanova EA, Helfrich KM, Li N, Janssen PML, Mohler PJ, Mokadam NA, Whitson BA, Fedorov MV, Hummel JD, Dylov DV, Fedorov VV. Zolotarev AM, et al. Among authors: dylov dv. Circ Arrhythm Electrophysiol. 2020 Oct;13(10):e008249. doi: 10.1161/CIRCEP.119.008249. Epub 2020 Sep 13. Circ Arrhythm Electrophysiol. 2020. PMID: 32921129 Free PMC article.
21 results