Automatically Extracted Machine Learning Features from Preoperative CT to Early Predict Microvascular Invasion in HCC: The Role of the Zone of Transition (ZOT).
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| Title: | Automatically Extracted Machine Learning Features from Preoperative CT to Early Predict Microvascular Invasion in HCC: The Role of the Zone of Transition (ZOT). |
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| Authors: | Renzulli M; Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, 40138 Bologna, Italy., Mottola M; Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, 40138 Bologna, Italy.; Advanced Research Center on Electronic Systems (ARCES), University of Bologna, 40126 Bologna, Italy., Coppola F; Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, 40138 Bologna, Italy., Cocozza MA; Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, 40138 Bologna, Italy., Malavasi S; Advanced Research Center on Electronic Systems (ARCES), University of Bologna, 40126 Bologna, Italy., Cattabriga A; Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, 40138 Bologna, Italy., Vara G; Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, 40138 Bologna, Italy., Ravaioli M; General Surgery and Transplant Unit, IRCCS, Azienda Ospedaliero-Universitaria di Bologna, Sant'Orsola-Malpighi Hospital, 40138 Bologna, Italy., Cescon M; General Surgery and Transplant Unit, IRCCS, Azienda Ospedaliero-Universitaria di Bologna, Sant'Orsola-Malpighi Hospital, 40138 Bologna, Italy., Vasuri F; Pathology Unit, IRCCS, Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy., Golfieri R; Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, 40138 Bologna, Italy., Bevilacqua A; Advanced Research Center on Electronic Systems (ARCES), University of Bologna, 40126 Bologna, Italy.; Department of Computer Science and Engineering (DISI), University of Bologna, 40126 Bologna, Italy. |
| Source: | Cancers [Cancers (Basel)] 2022 Apr 03; Vol. 14 (7). Date of Electronic Publication: 2022 Apr 03. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: MDPI Country of Publication: Switzerland NLM ID: 101526829 Publication Model: Electronic Cited Medium: Print ISSN: 2072-6694 (Print) Linking ISSN: 20726694 NLM ISO Abbreviation: Cancers (Basel) Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2072-6694 |
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| DOI: | 10.3390/cancers14071816 |
