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Utilizing a publicly accessible automated machine learning platform to enable diagnosis before tumor surgery.

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Title: Utilizing a publicly accessible automated machine learning platform to enable diagnosis before tumor surgery.
Authors: Hosseinzadeh F; Department of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA., Liu G; Department of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA., Tsai E; Department of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA., Mahmoudi A; Department of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA., Yang A; Department of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA., Kim D; Department of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA., Fieux M; Department of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA.; Hospices Civils de Lyon, Centre Hospitalier Lyon Sud, Service d'ORL, d'otoneurochirurgie et de chirurgie cervico-faciale, France, Pierre Bénite cedex F-69495; Université de Lyon, Université Lyon 1, Lyon, France., Levi L; Department of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA., Abdul-Hadi S; Department of Otolaryngology-Head & Neck Surgery, University of Puerto Rico School of Medicine, San Juan, PR, USA., Adappa ND; Department of Otolaryngology-Head and Neck Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Alt JA; Department of Otolaryngology-Head and Neck Surgery, University of Utah, Salt Lake City, UT, USA., Altartoor KA; Department of Otolaryngology-Head and Neck Surgery, Emory University School of Medicine, Atlanta, GA, USA., Banyi N; Department of Surgery, St. Paul's Sinus Centre, University of British Columbia, Vancouver, BC, Canada., Challa M; Department of Otolaryngology-Head and Neck Surgery, University of Texas Health Science Center, San Antonio, TX, USA., Chandra R; Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University School of Medicine, Nashville, TN, USA., Chang MT; Department of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA., Chen PG; Department of Otolaryngology-Head and Neck Surgery, University of Texas Health Science Center, San Antonio, TX, USA., Cho DY; Department of Otolaryngology-Head and Neck Surgery, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA., de Choudens CR; Department of Otolaryngology-Head & Neck Surgery, University of Puerto Rico School of Medicine, San Juan, PR, USA., Chowdhury N; Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University School of Medicine, Nashville, TN, USA., Colon CM; Department of Otolaryngology-Head & Neck Surgery, University of Puerto Rico School of Medicine, San Juan, PR, USA., DelGaudio JM; Department of Otolaryngology-Head and Neck Surgery, Emory University School of Medicine, Atlanta, GA, USA., Del Signore A; Department of Otolaryngology-Head and Neck Surgery, Mount Sinai Icahn School of Medicine, New York, NY, USA., Dorismond C; Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University School of Medicine, Nashville, TN, USA., Dutra D; Department of Otolaryngology-Head and Neck Surgery, Central Adelaide Local Head Network and University of Adelaide, Adelaide, Australia., Edalati S; Department of Otolaryngology-Head and Neck Surgery, Mount Sinai Icahn School of Medicine, New York, NY, USA., Edwards TS; Department of Otolaryngology-Head and Neck Surgery, Emory University School of Medicine, Atlanta, GA, USA., Ferriol JB; Department of Otolaryngology-Head & Neck Surgery, University of Puerto Rico School of Medicine, San Juan, PR, USA., Geltzeiler M; Department of Otolaryngology-Head and Neck Surgery, Oregon Health & Science University, Portland, OR, USA., Georgalas C; Medical School, University of Nicosia, 93 Agiou Nikolaou Street, Engomi, Nicosia, Cyprus., Govindaraj S; Department of Otolaryngology-Head and Neck Surgery, Mount Sinai Icahn School of Medicine, New York, NY, USA., Grayson JW; Department of Otolaryngology-Head and Neck Surgery, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA., Gudis DA; Department of Otolaryngology-Head and Neck Surgery, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA., Harvey RJ; Macquarie University, Medicine and Health Sciences, Sydney, Australia.; Rhinology and Skull Base Research Group, St Vincent's Centre for Applied Medical Research, University of New South Wales, Sydney, NSW, Australia., Heffernan A; Department of Surgery, St. Paul's Sinus Centre, University of British Columbia, Vancouver, BC, Canada., Hwang PH; Department of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA., Iloreta AM; Department of Otolaryngology-Head and Neck Surgery, Mount Sinai Icahn School of Medicine, New York, NY, USA., Knight ND; Department of Otolaryngology-Head and Neck Surgery, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA., Kohanski MA; Department of Otolaryngology-Head and Neck Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Lerner DK; Department of Otolaryngology-Head and Neck Surgery, Mount Sinai Icahn School of Medicine, New York, NY, USA., Leventi A; Medical School, University of Nicosia, 93 Agiou Nikolaou Street, Engomi, Nicosia, Cyprus., Lee LH; Department of Pathology and Laboratory Medicine, St. Paul's Hospital, University of British Columbia, Vancouver, BC, Canada., Lubner R; Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University School of Medicine, Nashville, TN, USA., Mahomva C; Department of Surgery, University of South Dakota, Sioux Falls, SD, USA., Massey C; Department of Otolaryngology-Head and Neck Surgery, University of Utah, Salt Lake City, UT, USA., McCoul ED; Department of Otorhinolaryngology, Ochsner Health, New Orleans, LA, USA., Nayak JV; Department of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA., Pak-Harvey E; Department of Otolaryngology-Head and Neck Surgery, Emory University School of Medicine, Atlanta, GA, USA., Palmer JN; Department of Otolaryngology-Head and Neck Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Pandrangi VC; Department of Otolaryngology-Head and Neck Surgery, Oregon Health & Science University, Portland, OR, USA., Psaltis AJ; Department of Otolaryngology-Head and Neck Surgery, Central Adelaide Local Head Network and University of Adelaide, Adelaide, Australia., Raviv J; Endeavor Health, Evanstown, IL, USA., Sacks P; Macquarie University, Medicine and Health Sciences, Sydney, Australia., Sacks R; Macquarie University, Medicine and Health Sciences, Sydney, Australia.; University of Sydney, Sydney, Australia., Schaberg M; Department of Otolaryngology-Head and Neck Surgery, Mount Sinai Icahn School of Medicine, New York, NY, USA., Soudry E; Department of Otolaryngology Head and Neck Surgery, Rabin Medical Center, Petah Tikva, Israel.; Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel., Sweis A; Endeavor Health, Evanstown, IL, USA., Thamboo A; Department of Surgery, St. Paul's Sinus Centre, University of British Columbia, Vancouver, BC, Canada., Turner JH; Department of Otolaryngology-Head and Neck Surgery, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA., Wang SX; Department of Otorhinolaryngology, Ochsner Health, New Orleans, LA, USA., Wise SK; Department of Otolaryngology-Head and Neck Surgery, Emory University School of Medicine, Atlanta, GA, USA., Woodworth BA; Department of Otolaryngology-Head and Neck Surgery, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA., Wormald PJ; Department of Otolaryngology-Head and Neck Surgery, Central Adelaide Local Head Network and University of Adelaide, Adelaide, Australia., Patel ZM; Department of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA. zmpatel@stanford.edu.
Source: Communications medicine [Commun Med (Lond)] 2025 Oct 08; Vol. 5 (1), pp. 419. Date of Electronic Publication: 2025 Oct 08.
Publication Type: Journal Article
Journal Info: Publisher: Nature Portfolio Country of Publication: England NLM ID: 9918250414506676 Publication Model: Electronic Cited Medium: Internet ISSN: 2730-664X (Electronic) Linking ISSN: 2730664X NLM ISO Abbreviation: Commun Med (Lond) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
PubTypeId: academicJournal
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      – PersonEntity:
          Name:
            NameFull: Heffernan A
      – PersonEntity:
          Name:
            NameFull: Hwang PH
      – PersonEntity:
          Name:
            NameFull: Iloreta AM
      – PersonEntity:
          Name:
            NameFull: Knight ND
      – PersonEntity:
          Name:
            NameFull: Kohanski MA
      – PersonEntity:
          Name:
            NameFull: Lerner DK
      – PersonEntity:
          Name:
            NameFull: Leventi A
      – PersonEntity:
          Name:
            NameFull: Lee LH
      – PersonEntity:
          Name:
            NameFull: Lubner R
      – PersonEntity:
          Name:
            NameFull: Mahomva C
      – PersonEntity:
          Name:
            NameFull: Massey C
      – PersonEntity:
          Name:
            NameFull: McCoul ED
      – PersonEntity:
          Name:
            NameFull: Nayak JV
      – PersonEntity:
          Name:
            NameFull: Pak-Harvey E
      – PersonEntity:
          Name:
            NameFull: Palmer JN
      – PersonEntity:
          Name:
            NameFull: Pandrangi VC
      – PersonEntity:
          Name:
            NameFull: Psaltis AJ
      – PersonEntity:
          Name:
            NameFull: Raviv J
      – PersonEntity:
          Name:
            NameFull: Sacks P
      – PersonEntity:
          Name:
            NameFull: Sacks R
      – PersonEntity:
          Name:
            NameFull: Schaberg M
      – PersonEntity:
          Name:
            NameFull: Soudry E
      – PersonEntity:
          Name:
            NameFull: Sweis A
      – PersonEntity:
          Name:
            NameFull: Thamboo A
      – PersonEntity:
          Name:
            NameFull: Turner JH
      – PersonEntity:
          Name:
            NameFull: Wang SX
      – PersonEntity:
          Name:
            NameFull: Wise SK
      – PersonEntity:
          Name:
            NameFull: Woodworth BA
      – PersonEntity:
          Name:
            NameFull: Wormald PJ
      – PersonEntity:
          Name:
            NameFull: Patel ZM
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 08
              M: 10
              Text: 2025 Oct 08
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-electronic
              Value: 2730-664X
          Numbering:
            – Type: volume
              Value: 5
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: Communications medicine
              Type: main
ResultId 1