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Intraoperative brain tumor classification via laser-induced fluorescence spectroscopy and machine learning.

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Title: Intraoperative brain tumor classification via laser-induced fluorescence spectroscopy and machine learning.
Authors: Zachem TJ; Departments of1Neurosurgery.; 2Mechanical Engineering and Materials Science., Sperber JE; Departments of1Neurosurgery., Chen SF; Departments of1Neurosurgery., Adil SM; Departments of1Neurosurgery., Wissel BD; Departments of1Neurosurgery., Chamberlin G; 3Pathology., Owolo E; Departments of1Neurosurgery., Nguyen A; Departments of1Neurosurgery., Crowell KA; 4Biostatistics & Bioinformatics., Herndon JE 2nd; 4Biostatistics & Bioinformatics., Abi Hachem R; 5Head and Neck Surgery & Communication Sciences, and., Jang DW; 5Head and Neck Surgery & Communication Sciences, and., Cummings TJ; 3Pathology., Johnson MO; Departments of1Neurosurgery., Eward W; 6Orthopaedic Surgery, Duke University, Durham, North Carolina., Patel AP; Departments of1Neurosurgery., Komisarow JM; Departments of1Neurosurgery., Cook SH; Departments of1Neurosurgery., Southwell D; Departments of1Neurosurgery., Fecci PE; Departments of1Neurosurgery., Friedman AH; Departments of1Neurosurgery., Goodwin CR; Departments of1Neurosurgery., Codd PJ; Departments of1Neurosurgery.; 2Mechanical Engineering and Materials Science.
Source: Journal of neurosurgery [J Neurosurg] 2025 Apr 04; Vol. 143 (2), pp. 313-322. Date of Electronic Publication: 2025 Apr 04 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: American Association of Neurological Surgeons Country of Publication: United States NLM ID: 0253357 Publication Model: Electronic-Print Cited Medium: Internet ISSN: 1933-0693 (Electronic) Linking ISSN: 00223085 NLM ISO Abbreviation: J Neurosurg Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Zachem+TJ%22">Zachem TJ</searchLink>; Departments of1Neurosurgery.; 2Mechanical Engineering and Materials Science.<br /><searchLink fieldCode="AU" term="%22Sperber+JE%22">Sperber JE</searchLink>; Departments of1Neurosurgery.<br /><searchLink fieldCode="AU" term="%22Chen+SF%22">Chen SF</searchLink>; Departments of1Neurosurgery.<br /><searchLink fieldCode="AU" term="%22Adil+SM%22">Adil SM</searchLink>; Departments of1Neurosurgery.<br /><searchLink fieldCode="AU" term="%22Wissel+BD%22">Wissel BD</searchLink>; Departments of1Neurosurgery.<br /><searchLink fieldCode="AU" term="%22Chamberlin+G%22">Chamberlin G</searchLink>; 3Pathology.<br /><searchLink fieldCode="AU" term="%22Owolo+E%22">Owolo E</searchLink>; Departments of1Neurosurgery.<br /><searchLink fieldCode="AU" term="%22Nguyen+A%22">Nguyen A</searchLink>; Departments of1Neurosurgery.<br /><searchLink fieldCode="AU" term="%22Crowell+KA%22">Crowell KA</searchLink>; 4Biostatistics & Bioinformatics.<br /><searchLink fieldCode="AU" term="%22Herndon+JE+2nd%22">Herndon JE 2nd</searchLink>; 4Biostatistics & Bioinformatics.<br /><searchLink fieldCode="AU" term="%22Abi+Hachem+R%22">Abi Hachem R</searchLink>; 5Head and Neck Surgery & Communication Sciences, and.<br /><searchLink fieldCode="AU" term="%22Jang+DW%22">Jang DW</searchLink>; 5Head and Neck Surgery & Communication Sciences, and.<br /><searchLink fieldCode="AU" term="%22Cummings+TJ%22">Cummings TJ</searchLink>; 3Pathology.<br /><searchLink fieldCode="AU" term="%22Johnson+MO%22">Johnson MO</searchLink>; Departments of1Neurosurgery.<br /><searchLink fieldCode="AU" term="%22Eward+W%22">Eward W</searchLink>; 6Orthopaedic Surgery, Duke University, Durham, North Carolina.<br /><searchLink fieldCode="AU" term="%22Patel+AP%22">Patel AP</searchLink>; Departments of1Neurosurgery.<br /><searchLink fieldCode="AU" term="%22Komisarow+JM%22">Komisarow JM</searchLink>; Departments of1Neurosurgery.<br /><searchLink fieldCode="AU" term="%22Cook+SH%22">Cook SH</searchLink>; Departments of1Neurosurgery.<br /><searchLink fieldCode="AU" term="%22Southwell+D%22">Southwell D</searchLink>; Departments of1Neurosurgery.<br /><searchLink fieldCode="AU" term="%22Fecci+PE%22">Fecci PE</searchLink>; Departments of1Neurosurgery.<br /><searchLink fieldCode="AU" term="%22Friedman+AH%22">Friedman AH</searchLink>; Departments of1Neurosurgery.<br /><searchLink fieldCode="AU" term="%22Goodwin+CR%22">Goodwin CR</searchLink>; Departments of1Neurosurgery.<br /><searchLink fieldCode="AU" term="%22Codd+PJ%22">Codd PJ</searchLink>; Departments of1Neurosurgery.; 2Mechanical Engineering and Materials Science.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22American+Association+of+Neurological+Surgeons%22">American Association of Neurological Surgeons </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>0253357 <i>Publication Model: </i>Electronic-Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1933-0693 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200223085%22">00223085 </searchLink><i>NLM ISO Abbreviation: </i>J Neurosurg <i>Subsets: </i>MEDLINE
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        Value: 10.3171/2024.12.JNS242041
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        StartPage: 313
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              Text: 2025 Apr 04
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