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Deep Muitiple Instance Learning-Enabled Gene Mutation Prediction of Lung Cancer from Histopathology Images

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机构: [1]China State Key Laboratoryof Respiratory Disease & National Clinical Research Center forRespiratory Disease, the First Affiliated Hospital of Guangzhou MedicalUniversity, Guangzhou/CN, [2]AI Lab, Tencent, Shenzhen/CN, [3]National KeyClinical Specialty, Branch of National Clinical Research Center forRespiratory Disease, Xiangya Hospital, Central South University,Changsha/CN, [4]Shenzhen People’s Hospital, 2nd Clinical Medical Collegeof Jinan University, Shenzhen/CN, [5]The First Affiliated Hospital of SunYat-sen University, Guangzhou/CN, [6]Shengli Clinical Medical College ofFujian Medical University, Fujian Provincial Hospital, Fuzhou/CN, [7]Hainan General Hospital, Haikou/CN, [8]Hunan Cancer Hospital and TheAffiliated Cancer Hospital of Xiangya School of Medicine, Central SouthUniversity, Changsha/CN, [9]National Cancer Center/National ClinicalResearch Center for Cancer/Cancer Hospital & Shenzhen Hospital,Chinese Academy of Medical Sciences and Peking Union Medical College,Shenzhen/CN, [10]The Second XiangYa Hospital of Central South University,Changsha/CN, [11]Clinical Oncology School of Fujian Medical University,Fujian Cancer Hospital, Fujian Key Laboratory of Advanced Technologyfor Cancer Screening and Early Diagnosis, Fuzhou/CN, [12]University ofElectronic Science and Technology of China, Sichuan Cancer Hospital andInstitute & Cancer, The Second People’s Hospital of Sichuan Province,Chengdu/CN, [13]Guangdong Sanjiu Brain Hospital, Guangzhou/CN, [14]Chengdu Third People’s Hospital, the Affiliated Hospital of SouthwestJiaotong University, Chengdu/CN, [15]Peking University Shenzhen Hospital,Shenzhen Peking University-The Hong Kong University of Science andTechnology Medical Center, Shenzhen/CN, [16]The First Affiliated Hospitalof Xiamen University, Xiamen/CN, [17]Affiliated Cancer Hospital & Instituteof Guangzhou Medical University, Guangzhou/CN, [18]The First AffiliatedHospital of Guangzhou Medical University, Guangzhou/CN, [19]BurningRock Biotech, Guangzhou/CN, [20]Monash University, Melbourne/AU
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关键词: gene mutation prediction histopathology image deep learning

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大类 | 1 区 医学
小类 | 1 区 肿瘤学 1 区 呼吸系统
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Q1 ONCOLOGY Q1 RESPIRATORY SYSTEM

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第一作者机构: [1]China State Key Laboratoryof Respiratory Disease & National Clinical Research Center forRespiratory Disease, the First Affiliated Hospital of Guangzhou MedicalUniversity, Guangzhou/CN,
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