View in EDS

MRI-based patient selection for active surveillance in prostate cancer using U-Found: a generalized deep learning model.

Saved in:
Bibliographic Details
Title: MRI-based patient selection for active surveillance in prostate cancer using U-Found: a generalized deep learning model.
Authors: Lowry NC; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA., Breto AL; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA., Wallaengen V; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA.; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA., Algohary A; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA., Tapia-Stoll N; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA., Gaston SM; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA., Prakash NS; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA., Freitas PFS; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA., Kryvenko ON; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA.; Department of Pathology and Laboratory Medicine, University of Miami Miller School of Medicine, Miami, FL, USA., Castillo P; Department of Radiology, University of Miami Miller School of Medicine, Miami, FL, USA., Saltz J; Department of Biomedical Informatics, Stony Brook University, New York, NY, USA., Kurc T; Department of Biomedical Informatics, Stony Brook University, New York, NY, USA., Ritch CR; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA., Nahar B; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA., Gonzalgo ML; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA., Parekh DJ; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA., Mahal B; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA., Spieler BO; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA., Pra AD; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA., Abramowitz MC; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA., Pollack A; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA., Punnen S; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA., Stoyanova R; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA. rstoyanova@med.miami.edu.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA. rstoyanova@med.miami.edu.
Source: Cancer imaging : the official publication of the International Cancer Imaging Society [Cancer Imaging] 2026 Jan 19; Vol. 26 (1), pp. 26. Date of Electronic Publication: 2026 Jan 19.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Country of Publication: England NLM ID: 101172931 Publication Model: Electronic Cited Medium: Internet ISSN: 1470-7330 (Electronic) Linking ISSN: 14707330 NLM ISO Abbreviation: Cancer Imaging Subsets: MEDLINE
Database: MEDLINE Ultimate
FullText Text:
  Availability: 0
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 41555464
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: MRI-based patient selection for active surveillance in prostate cancer using U-Found: a generalized deep learning model.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Lowry+NC%22">Lowry NC</searchLink>; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA.<br /><searchLink fieldCode="AU" term="%22Breto+AL%22">Breto AL</searchLink>; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA.<br /><searchLink fieldCode="AU" term="%22Wallaengen+V%22">Wallaengen V</searchLink>; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA.; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Algohary+A%22">Algohary A</searchLink>; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA.<br /><searchLink fieldCode="AU" term="%22Tapia-Stoll+N%22">Tapia-Stoll N</searchLink>; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Gaston+SM%22">Gaston SM</searchLink>; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Prakash+NS%22">Prakash NS</searchLink>; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Freitas+PFS%22">Freitas PFS</searchLink>; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Kryvenko+ON%22">Kryvenko ON</searchLink>; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA.; Department of Pathology and Laboratory Medicine, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Castillo+P%22">Castillo P</searchLink>; Department of Radiology, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Saltz+J%22">Saltz J</searchLink>; Department of Biomedical Informatics, Stony Brook University, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Kurc+T%22">Kurc T</searchLink>; Department of Biomedical Informatics, Stony Brook University, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Ritch+CR%22">Ritch CR</searchLink>; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Nahar+B%22">Nahar B</searchLink>; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Gonzalgo+ML%22">Gonzalgo ML</searchLink>; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Parekh+DJ%22">Parekh DJ</searchLink>; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Mahal+B%22">Mahal B</searchLink>; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Spieler+BO%22">Spieler BO</searchLink>; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Pra+AD%22">Pra AD</searchLink>; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Abramowitz+MC%22">Abramowitz MC</searchLink>; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Pollack+A%22">Pollack A</searchLink>; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Punnen+S%22">Punnen S</searchLink>; Desai Sethi Urology Institute, University of Miami Miller School of Medicine, Miami, FL, USA.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Stoyanova+R%22">Stoyanova R</searchLink>; Department of Radiation Oncology, University of Miami Miller School of Medicine, 1475 NW 12th St, Miami, FL, 33136, USA. rstoyanova@med.miami.edu.; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA. rstoyanova@med.miami.edu.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22101172931%22">Cancer imaging : the official publication of the International Cancer Imaging Society</searchLink> [Cancer Imaging] 2026 Jan 19; Vol. 26 (1), pp. 26. <i>Date of Electronic Publication: </i>2026 Jan 19.
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article
– Name: TitleSource
  Label: Journal Info
  Group: Src
  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer+Nature%22">Springer Nature </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101172931 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1470-7330 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214707330%22">14707330 </searchLink><i>NLM ISO Abbreviation: </i>Cancer Imaging <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41555464
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1186/s40644-026-00988-z
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: 26
    Titles:
      – TitleFull: MRI-based patient selection for active surveillance in prostate cancer using U-Found: a generalized deep learning model.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Lowry NC
      – PersonEntity:
          Name:
            NameFull: Breto AL
      – PersonEntity:
          Name:
            NameFull: Wallaengen V
      – PersonEntity:
          Name:
            NameFull: Algohary A
      – PersonEntity:
          Name:
            NameFull: Tapia-Stoll N
      – PersonEntity:
          Name:
            NameFull: Gaston SM
      – PersonEntity:
          Name:
            NameFull: Prakash NS
      – PersonEntity:
          Name:
            NameFull: Freitas PFS
      – PersonEntity:
          Name:
            NameFull: Kryvenko ON
      – PersonEntity:
          Name:
            NameFull: Castillo P
      – PersonEntity:
          Name:
            NameFull: Saltz J
      – PersonEntity:
          Name:
            NameFull: Kurc T
      – PersonEntity:
          Name:
            NameFull: Ritch CR
      – PersonEntity:
          Name:
            NameFull: Nahar B
      – PersonEntity:
          Name:
            NameFull: Gonzalgo ML
      – PersonEntity:
          Name:
            NameFull: Parekh DJ
      – PersonEntity:
          Name:
            NameFull: Mahal B
      – PersonEntity:
          Name:
            NameFull: Spieler BO
      – PersonEntity:
          Name:
            NameFull: Pra AD
      – PersonEntity:
          Name:
            NameFull: Abramowitz MC
      – PersonEntity:
          Name:
            NameFull: Pollack A
      – PersonEntity:
          Name:
            NameFull: Punnen S
      – PersonEntity:
          Name:
            NameFull: Stoyanova R
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 19
              M: 01
              Text: 2026 Jan 19
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 1470-7330
          Numbering:
            – Type: volume
              Value: 26
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: Cancer imaging : the official publication of the International Cancer Imaging Society
              Type: main
ResultId 1