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Year Number of Results
2017 1
2018 5
2021 2
2022 3
2023 2
2024 2

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14 results

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Page 1
Opportunities and obstacles for deep learning in biology and medicine.
Ching T, Himmelstein DS, Beaulieu-Jones BK, Kalinin AA, Do BT, Way GP, Ferrero E, Agapow PM, Zietz M, Hoffman MM, Xie W, Rosen GL, Lengerich BJ, Israeli J, Lanchantin J, Woloszynek S, Carpenter AE, Shrikumar A, Xu J, Cofer EM, Lavender CA, Turaga SC, Alexandari AM, Lu Z, Harris DJ, DeCaprio D, Qi Y, Kundaje A, Peng Y, Wiley LK, Segler MHS, Boca SM, Swamidass SJ, Huang A, Gitter A, Greene CS. Ching T, et al. Among authors: kalinin aa. J R Soc Interface. 2018 Apr;15(141):20170387. doi: 10.1098/rsif.2017.0387. J R Soc Interface. 2018. PMID: 29618526 Free PMC article. Review.
Reproducible image-based profiling with Pycytominer.
Serrano E, Chandrasekaran SN, Bunten D, Brewer KI, Tomkinson J, Kern R, Bornholdt M, Fleming S, Pei R, Arevalo J, Tsang H, Rubinetti V, Tromans-Coia C, Becker T, Weisbart E, Bunne C, Kalinin AA, Senft R, Taylor SJ, Jamali N, Adeboye A, Abbasi HS, Goodman A, Caicedo JC, Carpenter AE, Cimini BA, Singh S, Way GP. Serrano E, et al. Among authors: kalinin aa. ArXiv [Preprint]. 2023 Nov 22:arXiv:2311.13417v1. ArXiv. 2023. PMID: 38045474 Free PMC article. Preprint.
Integrating inflammatory biomarker analysis and artificial-intelligence-enabled image-based profiling to identify drug targets for intestinal fibrosis.
Yu S, Kalinin AA, Paraskevopoulou MD, Maruggi M, Cheng J, Tang J, Icke I, Luo Y, Wei Q, Scheibe D, Hunter J, Singh S, Nguyen D, Carpenter AE, Horman SR. Yu S, et al. Among authors: kalinin aa. Cell Chem Biol. 2023 Sep 21;30(9):1169-1182.e8. doi: 10.1016/j.chembiol.2023.06.014. Epub 2023 Jul 11. Cell Chem Biol. 2023. PMID: 37437569
Ten quick tips for deep learning in biology.
Lee BD, Gitter A, Greene CS, Raschka S, Maguire F, Titus AJ, Kessler MD, Lee AJ, Chevrette MG, Stewart PA, Britto-Borges T, Cofer EM, Yu KH, Carmona JJ, Fertig EJ, Kalinin AA, Signal B, Lengerich BJ, Triche TJ Jr, Boca SM. Lee BD, et al. Among authors: kalinin aa. PLoS Comput Biol. 2022 Mar 24;18(3):e1009803. doi: 10.1371/journal.pcbi.1009803. eCollection 2022 Mar. PLoS Comput Biol. 2022. PMID: 35324884 Free PMC article. No abstract available.
3D Shape Modeling for Cell Nuclear Morphological Analysis and Classification.
Kalinin AA, Allyn-Feuer A, Ade A, Fon GV, Meixner W, Dilworth D, Husain SS, de Wet JR, Higgins GA, Zheng G, Creekmore A, Wiley JW, Verdone JE, Veltri RW, Pienta KJ, Coffey DS, Athey BD, Dinov ID. Kalinin AA, et al. Sci Rep. 2018 Sep 12;8(1):13658. doi: 10.1038/s41598-018-31924-2. Sci Rep. 2018. PMID: 30209281 Free PMC article.
Valproic acid-induced changes of 4D nuclear morphology in astrocyte cells.
Kalinin AA, Hou X, Ade AS, Fon GV, Meixner W, Higgins GA, Sexton JZ, Wan X, Dinov ID, O'Meara MJ, Athey BD. Kalinin AA, et al. Mol Biol Cell. 2021 Aug 19;32(18):1624-1633. doi: 10.1091/mbc.E20-08-0502. Epub 2021 Apr 28. Mol Biol Cell. 2021. PMID: 33909457 Free PMC article.
14 results