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Beyond Multiparametric MRI and towards Radiomics to Detect Prostate Cancer: A Machine Learning Model to Predict Clinically Significant Lesions.

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Title: Beyond Multiparametric MRI and towards Radiomics to Detect Prostate Cancer: A Machine Learning Model to Predict Clinically Significant Lesions.
Authors: Gaudiano C; Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy., Mottola M; Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy.; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy., Bianchi L; Division of Urology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy., Corcioni B; Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy., Cattabriga A; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy., Cocozza MA; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy., Palmeri A; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy., Coppola F; Radiology Unit, 'Infermi' Hospital, 48018 Faenza, Italy.; SIRM Foundation, Italian Society of Medical and Interventional Radiology, 20122 Milano, Italy., Giunchi F; Department of Pathology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy., Schiavina R; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy.; Division of Urology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy., Fiorentino M; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy., Brunocilla E; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy.; Division of Urology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy., Golfieri R; Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy.; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy., Bevilacqua A; Department of Computer Science and Engineering (DISI), University of Bologna, 40126 Bologna, Italy.
Source: Cancers [Cancers (Basel)] 2022 Dec 14; Vol. 14 (24). Date of Electronic Publication: 2022 Dec 14.
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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  Data: Beyond Multiparametric MRI and towards Radiomics to Detect Prostate Cancer: A Machine Learning Model to Predict Clinically Significant Lesions.
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  Data: <searchLink fieldCode="AU" term="%22Gaudiano+C%22">Gaudiano C</searchLink>; Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Mottola+M%22">Mottola M</searchLink>; Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy.; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Bianchi+L%22">Bianchi L</searchLink>; Division of Urology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Corcioni+B%22">Corcioni B</searchLink>; Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Cattabriga+A%22">Cattabriga A</searchLink>; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Cocozza+MA%22">Cocozza MA</searchLink>; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Palmeri+A%22">Palmeri A</searchLink>; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Coppola+F%22">Coppola F</searchLink>; Radiology Unit, 'Infermi' Hospital, 48018 Faenza, Italy.; SIRM Foundation, Italian Society of Medical and Interventional Radiology, 20122 Milano, Italy.<br /><searchLink fieldCode="AU" term="%22Giunchi+F%22">Giunchi F</searchLink>; Department of Pathology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Schiavina+R%22">Schiavina R</searchLink>; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy.; Division of Urology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Fiorentino+M%22">Fiorentino M</searchLink>; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Brunocilla+E%22">Brunocilla E</searchLink>; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy.; Division of Urology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Golfieri+R%22">Golfieri R</searchLink>; Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy.; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138 Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Bevilacqua+A%22">Bevilacqua A</searchLink>; Department of Computer Science and Engineering (DISI), University of Bologna, 40126 Bologna, Italy.
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  Data: <searchLink fieldCode="JN" term="%22101526829%22">Cancers</searchLink> [Cancers (Basel)] 2022 Dec 14; Vol. 14 (24). <i>Date of Electronic Publication: </i>2022 Dec 14.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22MDPI%22">MDPI </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101526829 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2072-6694 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220726694%22">20726694 </searchLink><i>NLM ISO Abbreviation: </i>Cancers (Basel) <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.3390/cancers14246156
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              Text: 2022 Dec 14
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