人工智能在医学中的应用进展(4)

［9］MIYAGI Y，TAKEHARA K，MIYAKE of deep learning to the classification of uterine cervical squamous epitheli?al lesion from colposcopy images［J］.Mol Clin Oncol，2019，11（6）：583-589.

［10］ITOH T，KAWAHIRA H，NAKASHIMA H，et al.Deep learn?ing analyzes Helicobacter pylori infection by upper gastrointesti?nal endoscopy images［J］.Endosc Int Open，2018，6（2）：E139-E144.

［11］GREGOR U，PRIYAM T，TALAL A，et al.Deep Learning Lo?calizes and Identifies Polyps in Real Time With 96% Accuracy in Screening Colonoscopy［J］.Gastroenterology，2018，155（4）：1069-1078，e8.

［12］BERA K，SCHALPER K A，RIMM D L，et intelli?gence in digital pathology––new tools for diagnosis and precision oncology［J］.Nat Rev Clin Oncol，2019，16（11）：703-715.

［13］AWAN R，SIRINUKUNWATTANA K，EPSTEIN D，et al.Glan?dular Morphometrics for Objective Grading of Colorectal Adeno?carcinoma Histology Images［J］.Sci Rep，2017，7（1）：.

［14］KOMURA D，ISHIKAWA Learning Methods for His?topathological Image Analysis［J］.Comput Struct Biotechnol J，2018，16：34-42.

［15］WANG Y，CHEN W，HEARD K，et Prediction in ICUs Using A Novel Time-Slicing Cox Regression Method［J］.AMIA Annu Symp Proc，2015，2015：1289-1295.

［16］YU C，LIU J，ZHAO reinforcement learning for intel?ligent mechanical ventilation and sedative dosing in intensive care units［J］.BMC Med Inform Decis Mak，2019，19（Suppl 2）：57.

［17］KOMOROWSKI M，CELI L A，BADAWI O，et al.The Artificial Intelligence Clinician learns optimal treatment strategies for sep?sis in intensive care［J］.Nat Med，2018，24（11）：1716-1720.

［18］GULSHAN V，PENG L，CORAM M，et and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs［J］.JAMA，2016，316（22）：2402-2410.

［19］MINTZ Y，BRODIE to artificial intelligence in medicine［J］.Minim Invasive Ther Allied Technol，2019，28（2）：73-81.

［20］HOSNY A，PARMAR C，QUACKENBUSH J，et in?telligence in radiology［J］.Nat Rev Cancer，2018，18（8）：500-510.

［21］NWANKWO O，MEKDASH H，SIHONO D S K，et al.Knowl?edge-based radiation therapy（KBRT）treatment planning versus planning by experts：validation of a KBRT algorithm for prostate cancer treatment planning［J］.Radiat Oncol，2015，10：111.

［22］MOUSSA H G，HUSSEINI G A，ABEL-JABBAR N，et al.Use of Model Predictive Control and Artificial Neural Networks to Op?timize the Ultrasonic Release of a Model Drug From Liposomes［J］.IEEE Trans Nanobioscience，2017，16（3）：149-156.

［23］SON D，LEE J，QIAO S，et wearable devices for diagnosis and therapy of movement disorders［J］.Nat Nano?technol，2014，9（5）：397-404.

［24］HAO A，LING Device Integration Model Based on the Internet of Things［J］.Open Biomed Eng J，2015，9：256-261.

［25］JAGADEESWARI V，SUBRAMANIYASWAMY V，LOGESH R，et al.A study on medical Internet of Things and Big Data in personalized healthcare system［J］.Health Inf Sci Syst，2018，6（1）：14.

［26］PASLUOSTA C，GASSNER H，WINKLER J，et al.An Emerg?ing Era in the Management of Parkinson's Disease：Wearable Technologies and the Internet of Things［J］.IEEE J Biomed Health Inform，2015，19（6）：1873-1881.

［27］MOUGIAKAKOU S G，STOITSIS J，ILIOPOULOU D，et al.A Communication Platform for Tele-monitoring and Tele-manage?ment of Type 1 Diabetes［J］.Conf Proc IEEE Eng Med Biol Soc，2005，2005：2207-2210.

［28］LI B，DING S，SONG G，et Diagnosis and Clinical Trials of Cardiovascular Diseases Based on Artificial In?telligence Technologies for Risk-Early Warning Model［J］.J Med Syst，2019，43（7）：228.

［29］SEKAR B D，DONG Formula Oriented Construction of Bayesian Inference Nets for Diagnosis of Cardiovascular Disease［J］.Biomed Res Int，2014，2014：.

［30］MORT A，EADIE L，REGAN L，et transcranial ultrasound with intelligent communication methods to enhance the remote assessment and management of stroke patients：Frame?work for a technology demonstrator［J］.Health Informatics J ，2016，22（3）：691-701.

［31］PRICE W N，COHEN I in the age of medical big data［J］.Nat Med，2019，25（1）：37-43.

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