{"title":"Machine Learning-based Analysis of ICG-Assisted NIR Spectral Data for Diagnosing Pancreatic Carcinoma","authors":"Orna Mukhopadhyay","doi":"10.1364/ntm.2023.ntu1c.7","DOIUrl":null,"url":null,"abstract":"Near-infrared imaging (NIR) combined with machine learning can provide a high-throughput procedure for detecting tumors with high sensitivity and specificity, We present an end-to-end machine learning-based framework for fast, accurate diagnosis of pancreatic carcinoma.","PeriodicalId":111173,"journal":{"name":"Biophotonics Congress: Optics in the Life Sciences 2023 (OMA, NTM, BODA, OMP, BRAIN)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biophotonics Congress: Optics in the Life Sciences 2023 (OMA, NTM, BODA, OMP, BRAIN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1364/ntm.2023.ntu1c.7","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Near-infrared imaging (NIR) combined with machine learning can provide a high-throughput procedure for detecting tumors with high sensitivity and specificity, We present an end-to-end machine learning-based framework for fast, accurate diagnosis of pancreatic carcinoma.
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