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Machine Learning Applications in Head and Neck Radiation Oncology: Lessons From Open-Source Radiomics Challenges.
Elhalawani H, Lin TA, Volpe S, Mohamed ASR, White AL, Zafereo J, Wong AJ, Berends JE, AboHashem S, Williams B, Aymard JM, Kanwar A, Perni S, Rock CD, Cooksey L, Campbell S, Yang P, Nguyen K, Ger RB, Cardenas CE, Fave XJ, Sansone C, Piantadosi G, Marrone S, Liu R, Huang C, Yu K, Li T, Yu Y, Zhang Y, Zhu H, Morris JS, Baladandayuthapani V, Shumway JW, Ghosh A, Pöhlmann A, Phoulady HA, Goyal V, Canahuate G, Marai GE, Vock D, Lai SY, Mackin DS, Court LE, Freymann J, Farahani K, Kaplathy-Cramer J, Fuller CD. Elhalawani H, et al. Among authors: marrone s. Front Oncol. 2018 Aug 17;8:294. doi: 10.3389/fonc.2018.00294. eCollection 2018. Front Oncol. 2018. PMID: 30175071 Free PMC article.
[The clinical use of ethrane in surgery of the lung].
Marrone S, Martinelli G, Verucchi P, Zanoni A. Marrone S, et al. Minerva Anestesiol. 1975 Dec;41(12):577-81. Minerva Anestesiol. 1975. PMID: 1207923 Italian. No abstract available.
Automating parasite egg detection: insights from the first AI-KFM challenge.
Capuozzo S, Marrone S, Gravina M, Cringoli G, Rinaldi L, Maurelli MP, Bosco A, Orrù G, Marcialis GL, Ghiani L, Bini S, Saggese A, Vento M, Sansone C. Capuozzo S, et al. Among authors: marrone s. Front Artif Intell. 2024 Aug 29;7:1325219. doi: 10.3389/frai.2024.1325219. eCollection 2024. Front Artif Intell. 2024. PMID: 39268195 Free PMC article.
Stratification of multiple sclerosis patients using unsupervised machine learning: a single-visit MRI-driven approach.
Pontillo G, Penna S, Cocozza S, Quarantelli M, Gravina M, Lanzillo R, Marrone S, Costabile T, Inglese M, Morra VB, Riccio D, Elefante A, Petracca M, Sansone C, Brunetti A. Pontillo G, et al. Among authors: marrone s. Eur Radiol. 2022 Aug;32(8):5382-5391. doi: 10.1007/s00330-022-08610-z. Epub 2022 Mar 14. Eur Radiol. 2022. PMID: 35284989 Free PMC article.
Assessing brain involvement in Fabry disease with deep learning and the brain-age paradigm.
Montella A, Tranfa M, Scaravilli A, Barkhof F, Brunetti A, Cole J, Gravina M, Marrone S, Riccio D, Riccio E, Sansone C, Spinelli L, Petracca M, Pisani A, Cocozza S, Pontillo G. Montella A, et al. Among authors: marrone s. Hum Brain Mapp. 2024 Apr;45(5):e26599. doi: 10.1002/hbm.26599. Hum Brain Mapp. 2024. PMID: 38520360 Free PMC article.
105 results