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JMIR Medical Informatics

中文名称：JMIR医学信息学

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1.A Hematologist-Level Deep Learning Algorithm (BMSNet) for Assessing the Morphologies of Single Nuclear Balls in Bone Marrow Smears: Algorithm Development

机译：用于评估骨髓涂片中单核球形态的血液学家级深度学习算法（BMSNET）：算法开发
- 作者：Yi-Ying Wu;Tzu-Chuan Huang;Ren-Hua Ye;Wen-Hui Fang;Shiue-Wei Lai;Ping-Ying Chang;Wei-Nung Liu;Tai-Yu Kuo;Cho-Hao Lee;Wen-Chiuan Tsai;Chin Lin
- 期刊名称：《JMIR Medical Informatics》 | 2020年第4期
- artificial intelligencebone marrow examinationleukemiamyelodysplastic syndromedeep learning;
2.Identifying the Characteristics of Patients With Cervical Degenerative Disease for Surgical Treatment From 17-Year Real-World Data: Retrospective Study

机译：从17年的现实数据中鉴定手术治疗宫颈退行性疾病的特征：回顾性研究
- 作者：Si Zheng;Yun Xia Wu;Jia Yang Wang;Yan Li;Zhong Jun Liu;Xiao Guang Liu;Geng Ting Dang;Yu Sun;Jiao Li
- 期刊名称：《JMIR Medical Informatics》 | 2020年第4期
- cervical degenerative diseasereal-world datainpatient surgerymean age at surgerysexaverage length of stay;
3.Low-Density Lipoprotein Cholesterol Target Attainment in Patients With Established Cardiovascular Disease: Analysis of Routine Care Data

机译：患有型心血管疾病患者的低密度脂蛋白胆固醇靶率达到：常规护理数据分析
- 作者：T Katrien J Groenhof;Daniel Kofink;Michiel L Bots;Hendrik M Nathoe;Imo E Hoefer;Wouter W Van Solinge;A Titia Lely;Folkert W Asselbergs;Saskia Haitjema
- 期刊名称：《JMIR Medical Informatics》 | 2020年第4期
- learning health care systemroutine clinical datacardiovascular risk managementLDL-c;
4.Impact of a “Chart Closure” Hard Stop Alert on Prescribing for Elevated Blood Pressures Among Patients With Diabetes: Quasi-Experimental Study

机译：“图表闭合”硬止动警报对糖尿病患者血压升高的影响：准实验研究
- 作者：Magaly Ramirez;Kimberly Chen;Robert W Follett;Carol M Mangione;Gerardo Moreno;Douglas S Bell
- 期刊名称：《JMIR Medical Informatics》 | 2020年第4期
- decision support systemsclinicaldiabetes mellitushypertensiondrug prescriptions;
5.Symptom Distribution Regularity of Insomnia: Network and Spectral Clustering Analysis

机译：失眠症的症状分布规律：网络和光谱聚类分析
- 作者：Fang Hu;Liuhuan Li;Xiaoyu Huang;Xingyu Yan;Panpan Huang
- 期刊名称：《JMIR Medical Informatics》 | 2020年第4期
- insomniacore symptomsymptom communitysymptom embedding representationspectral clustering algorithm;
6.Predicting Ectopic Pregnancy Using Human Chorionic Gonadotropin (hCG) Levels and Main Cause of Infertility in Women Undergoing Assisted Reproductive Treatment: Retrospective Observational Cohort Study

机译：采用人绒毛膜促性腺激素（HCG）水平预测异位妊娠和疗效治疗促进妇女妇女不育症的主要原因：回顾性观察队列研究
- 作者：Huiyu Xu;Guoshuang Feng;Yuan Wei;Ying Feng;Rui Yang;Liying Wang;Hongxia Zhang;Rong Li;Jie Qiao
- 期刊名称：《JMIR Medical Informatics》 | 2020年第4期
- β-hCGectopic pregnancyintrauterine pregnancybiochemical pregnanciesIVF/ICSI-ET;
7.A Novel, Integrative Approach for Evaluating Progression in Multiple Sclerosis: Development of a Scoring Algorithm

机译：一种新的，综合的方法，用于评估多发性硬化症的进展：评分算法的发展
- 作者：Chloe Tolley;Daniela Piani-Meier;Sarah Bentley;Bryan Bennett;Eddie Jones;James Pike;Frank Dahlke;Davorka Tomic;Tjalf Ziemssen
- 期刊名称：《JMIR Medical Informatics》 | 2020年第4期
- multiple sclerosisrelapsing-remittingSPMStoolalgorithmdisease progression;
8.Rule-Based Cohort Definitions for Acute Respiratory Failure: Electronic Phenotyping Algorithm

机译：急性呼吸失败的规则队列定义：电子表型算法
- 作者：Patrick Essay;Jarrod Mosier;Vignesh Subbian
- 期刊名称：《JMIR Medical Informatics》 | 2020年第4期
- computable phenotypeelectronic health recordintensive care unitscritical care informaticstelemedicinerespiratory;
9.Intellectual Structure and Evolutionary Trends of Precision Medicine Research: Coword Analysis

机译：精密医学研究的智力结构与进化趋势：考德分析
- 作者：Xiaoguang Lyu;Jiming Hu;Weiguo Dong;Xin Xu
- 期刊名称：《JMIR Medical Informatics》 | 2020年第2期
- precision medicinetopics distributioncorrelation structureevolution patternscoword analysis;
10.Evaluation of Privacy Risks of Patients’ Data in China: Case Study

机译：中国患者数据的隐私风险评估：案例研究
- 作者：Mengchun Gong;Shuang Wang;Lezi Wang;Chao Liu;Jianyang Wang;Qiang Guo;Hao Zheng;Kang Xie;Chenghong Wang;Zhouguang Hui
- 期刊名称：《JMIR Medical Informatics》 | 2020年第2期
- patient privacyprivacy riskChinese patients’ datadata sharingre-identification;
11.Expedited Safety Reporting Through an Alert System for Clinical Trial Management at an Academic Medical Center: Retrospective Design Study

机译：通过学术医疗中心的临床试验管理警报系统加急安全报告：回顾性设计研究
- 作者：Yu Rang Park;HaYeong Koo;Young-Kwang Yoon;Sumi Park;Young-Suk Lim;Seunghee Baek;Hae Reong Kim;Tae Won Kim
- 期刊名称：《JMIR Medical Informatics》 | 2020年第2期
- clinical trialadverse eventearly detectionpatient safety;
12.Just Because (Most) Hospitals Are Publishing Charges Does Not Mean Prices Are More Transparent

机译：仅仅因为（大多数）医院出版费用并不意味着价格更加透明
- 作者：Cody Lendon Mullens;J Andres Hernandez;Evan D Anderson;Lindsay Allen
- 期刊名称：《JMIR Medical Informatics》 | 2020年第2期
- health care costsdelivery of health carehealth policy;
13.A Communication Infrastructure for the Health and Social Care Internet of Things: Proof-of-Concept Study

机译：健康和社会护理互联网的通信基础设施：概念验证研究
- 作者：Vincenzo Della Mea;Mihai Horia Popescu;Dario Gonano;Toma? Petaros;Ivo Emili;Maria Grazia Fattori
- 期刊名称：《JMIR Medical Informatics》 | 2020年第2期
- health services for the agedremote sensing technologysensors and actuatorsembedded systemsInternet of ThingsLoRaWAN;
14.Optimizing Antihypertensive Medication Classification in Electronic Health Record-Based Data: Classification System Development and Methodological Comparison

机译：基于电子健康记录数据的优化抗高血压药物分类：分类系统开发和方法论比较
- 作者：Caitrin W McDonough;Steven M Smith;Rhonda M Cooper-DeHoff;William R Hogan
- 期刊名称：《JMIR Medical Informatics》 | 2020年第2期
- antihypertensive agentselectronic health recordsclassificationRxNormphenotype;
15.Explanatory Model of Dry Eye Disease Using Health and Nutrition Examinations: Machine Learning and Network-Based Factor Analysis From a National Survey

机译：用健康营养考试的干眼疾病解释模型：从国家调查中的机器学习和基于网络的因子分析
- 作者：Sang Min Nam;Thomas A Peterson;Atul J Butte;Kyoung Yul Seo;Hyun Wook Han
- 期刊名称：《JMIR Medical Informatics》 | 2020年第2期
- dry eye diseaseepidemiologymachine learningsystems analysispatient-specific modeling;
16.Analyzing Medical Research Results Based on Synthetic Data and Their Relation to Real Data Results: Systematic Comparison From Five Observational Studies

机译：根据合成数据分析医学研究结果及其与实际数据结果的关系：来自五种观察研究的系统比较
- 作者：Anat Reiner Benaim;Ronit Almog;Yuri Gorelik;Irit Hochberg;Laila Nassar;Tanya Mashiach;Mogher Khamaisi;Yael Lurie;Zaher S Azzam;Johad Khoury;Daniel Kurnik;Rafael Beyar
- 期刊名称：《JMIR Medical Informatics》 | 2020年第2期
- synthetic dataelectronic medical recordsMDClonevalidation studybig data analysis;
17.The Impact of Electronic Health Records on the Duration of Patients’ Visits: Time and Motion Study

机译：电子健康记录对患者访问期间的影响：时间和运动研究
- 作者：Abdulrahman Mohammed Jabour
- 期刊名称：《JMIR Medical Informatics》 | 2020年第2期
- patients experiencetime and motionwaiting timeelectronic health records;
18.Analysis of Massive Online Medical Consultation Service Data to Understand Physicians’ Economic Return: Observational Data Mining Study

机译：大规模在线医学咨询服务数据，了解医生的经济回报：观测数据挖掘研究
- 作者：Jinglu Jiang;Ann-Frances Cameron;Ming Yang
- 期刊名称：《JMIR Medical Informatics》 | 2020年第2期
- Web-based health servicesremote consultationmachine learningdata miningdecision treepatient involvement;
19.Identifying Acute Low Back Pain Episodes in Primary Care Practice From Clinical Notes: Observational Study

机译：从临床备注中识别初级保健实践中的急性低腰疼痛事件：观察研究
- 作者：Riccardo Miotto;Bethany L Percha;Benjamin S Glicksberg;Hao-Chih Lee;Lisanne Cruz;Joel T Dudley;Ismail Nabeel
- 期刊名称：《JMIR Medical Informatics》 | 2020年第2期
- electronic health recordsclinical noteslow back painnatural language processingmachine learning;
20.Evaluating the Applications of Health Information Technologies in China During the Past 11 Years: Consecutive Survey Data Analysis

机译：在过去的11年中评估中国健康信息技术的应用：连续调查数据分析
- 作者：Jun Liang;Ying Li;Zhongan Zhang;Dongxia Shen;Jie Xu;Gang Yu;Siqi Dai;Fangmin Ge;Jianbo Lei
- 期刊名称：《JMIR Medical Informatics》 | 2020年第2期
- medical informaticshealth information technologiesChinahealth care reformhospitals;
21.Detection of Postictal Generalized Electroencephalogram Suppression: Random Forest Approach

机译：后期通用脑电图抑制的检测：随机森林方法
- 作者：Xiaojin Li;Shiqiang Tao;Shirin Jamal-Omidi;Yan Huang;Samden D Lhatoo;Guo-Qiang Zhang;Licong Cui
- 期刊名称：《JMIR Medical Informatics》 | 2020年第2期
- epilepsygeneralized tonic-clonic seizurepostictal generalized EEG suppressionEEGrandom forest;
22.Adapting State-of-the-Art Deep Language Models to Clinical Information Extraction Systems: Potentials, Challenges, and Solutions

机译：将最先进的深语模型适应临床信息提取系统：潜在，挑战和解决方案
- 作者：Liyuan Zhou;Hanna Suominen;Tom Gedeon
- 期刊名称：《JMIR Medical Informatics》 | 2019年第2期
- artificial intelligencecomputer systemsdeep learninginformation storage and retrievalmedical informaticsnursing recordspatient handoff;
23.Identifying Clinical Terms in Medical Text Using Ontology-Guided Machine Learning

机译：使用本体导向机学习识别医疗文本中的临床术语
- 作者：Aryan Arbabi;David R Adams;Sanja Fidler;Michael Brudno
- 期刊名称：《JMIR Medical Informatics》 | 2019年第2期
- biomedical ontologiesconcept recognitionhuman phenotype ontologymachine learningmedical text miningphenotyping;
24.Natural Language Processing for the Identification of Silent Brain Infarcts From Neuroimaging Reports

机译：来自神经影像报告静音脑梗塞的自然语言处理
- 作者：Sunyang Fu;Lester Y Leung;Yanshan Wang;Anne-Olivia Raulli;David F Kallmes;Kristin A Kinsman;Kristoff B Nelson;Michael S Clark;Patrick H Luetmer;Paul R Kingsbury;David M Kent;Hongfang Liu
- 期刊名称：《JMIR Medical Informatics》 | 2019年第2期
- electronic health recordsnatural language processingneuroimaging;
25.Privacy-Preserving Analysis of Distributed Biomedical Data: Designing Efficient and Secure Multiparty Computations Using Distributed Statistical Learning Theory

机译：分布式生物医学数据的隐私保留分析：使用分布式统计学习理论设计高效和安全的多征计算
- 作者：Fida K Dankar;Nisha Madathil;Samar K Dankar;Sabri Boughorbel
- 期刊名称：《JMIR Medical Informatics》 | 2019年第2期
- data aggregationdata analyticspatient data privacypersonal genetic information;
26.Clinical Requirements of Future Patient Monitoring in the Intensive Care Unit: Qualitative Study

机译：重症监护病房未来患者监测的临床要求：定性研究
- 作者：Akira-Sebastian Poncette;Claudia Spies;Lina Mosch;Monique Schieler;Steffen Weber-Carstens;Henning Krampe;Felix Balzer
- 期刊名称：《JMIR Medical Informatics》 | 2019年第2期
- design thinkingdigital healthdigital literacygrounded theoryintensive care medicineintensive care unitmultidisciplinarypatient monitoringqualitative researchusercentered design;
27.The Use of Artificially Intelligent Self-Diagnosing Digital Platforms by the General Public: Scoping Review

机译：人工智能自我诊断数字平台由普通公众：范围评论
- 作者：Stephanie Aboueid;Rebecca H Liu;Binyam Negussie Desta;Ashok Chaurasia;Shanil Ebrahim
- 期刊名称：《JMIR Medical Informatics》 | 2019年第2期
- artificial intelligencediagnosisdiagnostic self evaluationselfcaresymptom checkers;
28.Understanding of and Barriers to Electronic Health Record Patient Portal Access in a Culturally Diverse Pediatric Population

机译：在文化多样化的儿科人口中了解电子健康记录患者门户网站通道的理解
- 作者：Daniel J Miklin;Sameera S Vangara;Alan M Delamater;Kenneth W Goodman
- 期刊名称：《JMIR Medical Informatics》 | 2019年第2期
- adolescent healthelectronic health recordspatient portalspatientaccessible electronic health recordsphysicianpatient relations;
29.Fast Healthcare Interoperability Resources, Clinical Quality Language, and Systematized Nomenclature of Medicine—Clinical Terms in Representing Clinical Evidence Logic Statements for the Use of Imaging Procedures: Descriptive Study

机译：快速医疗保健互操作性资源，临床素质和系统化的药物临床术语，代表使用成像程序的临床证据逻辑陈述：描述性研究
- 作者：Eseosa Odigie;Ronilda Lacson;Ali Raja;David Osterbur;Ivan Ip;Louise Schneider;Ramin Khorasani
- 期刊名称：《JMIR Medical Informatics》 | 2019年第2期
- clinical decision supportevidencebased medicineguidelinesknowledge representation;
30.Development of a Consumer Health Vocabulary by Mining Health Forum Texts Based on Word Embedding: Semiautomatic Approach

机译：基于Word嵌入的营业卫生论坛文本的消费者健康词汇发展：半自动方法
- 作者：Gen Gu;Xingting Zhang;Xingeng Zhu;Zhe Jian;Ken Chen;Dong Wen;Li Gao;Shaodian Zhang;Fei Wang;Handong Ma;Jianbo Lei
- 期刊名称：《JMIR Medical Informatics》 | 2019年第2期
- consumer health informationconsumer health vocabularynatural language processingontology enrichmentrepresentation learningword embedding;
31.Toward Standardized Monitoring of Patients With Chronic Diseases in Primary Care Using Electronic Medical Records: Systematic Review

机译：通过电子医疗记录对初级保健患者的标准化监测：系统评价
- 作者：Leandra Falck;Marco Zoller;Thomas Rosemann;Nahara Anani Martínez-González;Corinne Chmiel
- 期刊名称：《JMIR Medical Informatics》 | 2019年第2期
- arterial hypertensionasthmachronic heart failurediabetes mellitus type 2electronic medical recordindicatorsmonitoring of chronic diseasesosteoarthritisprimary caresystematic review;
32.Assessing the Availability of Data on Social and Behavioral Determinants in Structured and Unstructured Electronic Health Records: A Retrospective Analysis of a Multilevel Health Care System

机译：评估结构化和非结构化电子健康记录中社会和行为决定因素数据的可用性：对多级保健系统的回顾性分析
- 作者：Elham Hatef;Masoud Rouhizadeh;Iddrisu Tia;Elyse Lasser;Felicia Hill-Briggs;Jill Marsteller;Hadi Kharrazi
- 期刊名称：《JMIR Medical Informatics》 | 2019年第3期
- electronic health recordmultilevel health care systemnatural language processingsocial and behavioral determinants of healthstructured dataunstructured data;
33.An assessment of the interoperability of electronic health record exchanges among hospitals and clinics in Taiwan (Preprint)

机译：台湾医院和诊所电子健康造型交流互操作性评估（预印）
- 作者：Hsyien-Chia Wen;Weipin Chang;Min-Huei Hsu;Cheng-Hsun Ho;Chi-Ming Chu
- 期刊名称：《JMIR Medical Informatics》 | 2019年第1期
- clinicsdata exchangeelectronic health recordshospitalsinteroperability;
34.Incorporating Social Determinants of Health in Electronic Health Records: Qualitative Study of Current Practices Among Top Vendors

机译：纳入电子健康记录中健康的社会决定因素：对顶级供应商的当前实践的定性研究
- 作者：Maysoun Freij;Prashila Dullabh;Sarah Lewis;Scott R Smith;Lauren Hovey;Rina Dhopeshwarkar
- 期刊名称：《JMIR Medical Informatics》 | 2019年第2期
- electronic health recordssocial determinants of health;
35.Facility and Regional Factors Associated With the New Adoption of Electronic Medical Records in Japan: Nationwide Longitudinal Observational Study

机译：与日本电子医疗记录新采用相关的设施和区域因素：全国范围内的纵向观察研究
- 作者：Hideaki Kawaguchi;Soichi Koike;Kazuhiko Ohe
- 期刊名称：《JMIR Medical Informatics》 | 2019年第2期
- Bayes theoremelectronic health recordshealth policyhealth services research;
36.Consumer-Mediated Data Exchange for Research: Current State of US Law, Technology, and Trust

机译：消费者介导的研究数据交换：美国法律，技术和信任的现状
- 作者：Yiscah Bracha;Jacqueline Bagwell;Robert Furberg;Jonathan S Wald
- 期刊名称：《JMIR Medical Informatics》 | 2019年第2期
- health recordspersonalelectronic health recordspatient access to recordsresearchtrustdata collectionconsumer health information;
37.Design Process and Utilization of a Novel Clinical Decision Support System for Neuropathic Pain in Primary Care: Mixed Methods Observational Study

机译：新型临床决策支持系统的设计过程和利用初级保健治疗神经病疼痛：混合方法观察研究
- 作者：Dale Guenter;Mohamed Abouzahra;Inge Schabort;Arun Radhakrishnan;Kalpana Nair;Sherrie Orr;Jessica Langevin;Paul Taenzer;Dwight E Moulin
- 期刊名称：《JMIR Medical Informatics》 | 2019年第3期
- computerizedmedical informaticsmedical records systemspain managementquality of health care;
38.Common Data Elements for Acute Coronary Syndrome: Analysis Based on the Unified Medical Language System

机译：急性冠状动脉综合征的常见数据元素：基于统一医学语言系统的分析
- 作者：Markus Kentgen;Julian Varghese;Alexander Samol;Johannes Waltenberger;Martin Dugas
- 期刊名称：《JMIR Medical Informatics》 | 2019年第3期
- acute coronary syndromecommon data elementsdocumentationstandardization;
39.Authorship Correction: A Clinical Decision Support Engine Based on a National Medication Repository for the Detection of Potential Duplicate Medications: Design and Evaluation

机译：作者校正：基于国家药物储存库的临床决策支持引擎，用于检测潜在的重复药物：设计和评估
- 作者：Cheng-Yi Yang;Yu-Sheng Lo;Ray-Jade Chen;Chien-Tsai Liu
- 期刊名称：《JMIR Medical Informatics》 | 2019年第3期
- duplicate medicationadverse drug reactionclinical decision support systemPharmaCloud;
40.Correction: SNOMED CT Concept Hierarchies for Computable Clinical Phenotypes From Electronic Health Record Data: Comparison of Intensional Versus Extensional Value Sets

机译：校正：来自电子健康记录数据的可计算临床表型的CT概念层次结构：密集与扩展值集比
- 作者：Ling Chu;Vaishnavi Kannan;Mujeeb A Basit;Diane J Schaeflein;Adolfo R Ortuzar;Jimmie F Glorioso;Joel R Buchanan;Duwayne L Willett
- 期刊名称：《JMIR Medical Informatics》 | 2019年第3期
- SNOMED CTvalue setsclinical phenotypespopulation healthpragmatic clinical study;
41.Nurses’ Experience With Health Information Technology: Longitudinal Qualitative Study

机译：护士对健康信息技术的经验：纵向定性研究
- 作者：Inga M Zadvinskis;Jessica Garvey Smith;Po-Yin Yen
- 期刊名称：《JMIR Medical Informatics》 | 2018年第2期
- adaptationbarcode medication administrationelectronic health recordhealth ITqualitative research;
42.Development and Validation of a Functional Behavioural Assessment Ontology to Support Behavioural Health Interventions

机译：功能性行为评估本体论支持行为卫生干预措施的开发与验证
- 作者：Gianluca Merlo;Giuseppe Chiazzese;Davide Taibi;Antonella Chifari
- 期刊名称：《JMIR Medical Informatics》 | 2018年第2期
- behavioral interventionseHealth careevidencebased practicefunctional behavioral assessmentontology;
43.Health Information Technology in Healthcare Quality and Patient Safety: Literature Review

机译：医疗保健质量与患者安全的健康信息技术：文献综述
- 作者：Sue S Feldman;Scott Buchalter;Leslie W Hayes
- 期刊名称：《JMIR Medical Informatics》 | 2018年第2期
- Health Information TechnologyHealthcare QualityPatient Safety;
44.Adverse Drug Event Reporting From Clinical Care: Mixed-Methods Analysis for a Minimum Required Dataset

机译：来自临床护理的不良药物事件：混合方法分析最低要求数据集
- 作者：David Peddie;Serena S Small;Katherin Badke;Chantelle Bailey;Ellen Balka;Corinne M Hohl
- 期刊名称：《JMIR Medical Informatics》 | 2018年第2期
- adverse drug eventadverse drug reactionclinicianinformed designdata fieldsdatasetmixedmethodspharmacovigilancereporting;
45.Validation of a Natural Language Processing Algorithm for Detecting Infectious Disease Symptoms in Primary Care Electronic Medical Records in Singapore

机译：验证新加坡初级保健电子医疗记录中传染病症状的自然语言处理算法
- 作者：Antony Hardjojo;Arunan Gunachandran;Long Pang;Mohammed Ridzwan Bin Abdullah;Win Wah;Joash Wen Chen Chong;Ee Hui Goh;Sok Huang Teo;Gilbert Lim;Mong Li Lee;Wynne Hsu;Vernon Lee;Mark I-Cheng Chen;Franco Wong;Jonathan Siung King Phang
- 期刊名称：《JMIR Medical Informatics》 | 2018年第2期
- communicable diseaseselectronic health recordsepidemiologynatural language processingsurveillancesyndromic surveillance;
46.The Impact of Implementation of a Clinically Integrated Problem-Based Neonatal Electronic Health Record on Documentation Metrics, Provider Satisfaction, and Hospital Reimbursement: A Quality Improvement Project

机译：实施基于临床综合的新生儿电子健康记录的影响对文件指标，提供者满意度和医院报销：质量改进项目
- 作者：William Liu;Thomas Walsh
- 期刊名称：《JMIR Medical Informatics》 | 2018年第2期
- APRDRGCMIEpicNICUROMSOIelectronic health recordinformaticsneonatal intensive care unitphysician documentation;
47.A Machine Learning Method for Identifying Lung Cancer Based on Routine Blood Indices: Qualitative Feasibility Study

机译：一种基于常规血液指标的肺癌的机器学习方法：定性可行性研究
- 作者：Jiangpeng Wu;Xiangyi Zan;Liping Gao;Jianhong Zhao;Jing Fan;Hengxue Shi;Yixin Wan;E Yu;Shuyan Li;Xiaodong Xie
- 期刊名称：《JMIR Medical Informatics》 | 2019年第3期
- Random Forestlung cancer identificationroutine blood indices;
48.A Good Practice–Compliant Clinical Trial Imaging Management System for Multicenter Clinical Trials: Development and Validation Study

机译：多中心临床试验的符合良好实践兼顾临床试验系统：开发和验证研究
- 作者：Youngbin Shin;Kyung Won Kim;Amy Junghyun Lee;Yu Sub Sung;Suah Ahn;Ja Hwan Koo;Chang Gyu Choi;Yousun Ko;Ho Sung Kim;Seong Ho Park
- 期刊名称：《JMIR Medical Informatics》 | 2019年第3期
- clinical trialcomputerized system validationdiagnostic imaginginformation technologyregulation;
49.Cox Proportional Hazard Regression Versus a Deep Learning Algorithm in the Prediction of Dementia: An Analysis Based on Periodic Health Examination

机译：Cox比例危险回归与痴呆预测中的深度学习算法：基于定期健康检查的分析
- 作者：Woo Jung Kim;Ji Min Sung;David Sung;Myeong-Hun Chae;Suk Kyoon An;Kee Namkoong;Eun Lee;Hyuk-Jae Chang
- 期刊名称：《JMIR Medical Informatics》 | 2019年第3期
- deep learningdementiaproportional hazards models;
50.Artificial Intelligence Versus Clinicians in Disease Diagnosis: Systematic Review

机译：人工智能与疾病诊断临床医生：系统评论
- 作者：Jiayi Shen;Casper J P Zhang;Bangsheng Jiang;Jiebin Chen;Jian Song;Zherui Liu;Zonglin He;Sum Yi Wong;Po-Han Fang;Wai-Kit Ming
- 期刊名称：《JMIR Medical Informatics》 | 2019年第3期
- artificial intelligencedeep learningdiagnosisdiagnostic imagingimage interpretationcomputerassistedpatientcentered care;
51.Developing a Standardization Algorithm for Categorical Laboratory Tests for Clinical Big Data Research: Retrospective Study

机译：开发临床大数据研究的分类实验室测试标准化算法：回顾性研究
- 作者：Mina Kim;Soo-Yong Shin;Mira Kang;Byoung-Kee Yi;Dong Kyung Chang
- 期刊名称：《JMIR Medical Informatics》 | 2019年第3期
- data qualitydata scienceelectronic health recordsstandardization;
52.Implementation and Effectiveness of a Bar Code–Based Transfusion Management System for Transfusion Safety in a Tertiary Hospital: Retrospective Quality Improvement Study

机译：三级医院输血安全的基于条形码的输血管理系统的实施和有效性：回顾性质改进研究
- 作者：Shin-Shang Chou;Ying-Ju Chen;Yu-Te Shen;Hsiu-Fang Yen;Shu-Chen Kuo
- 期刊名称：《JMIR Medical Informatics》 | 2019年第3期
- barcode technologyblood transfusion safetyquality improvement;
53.Correction: Computer-Aided Detection for Breast Cancer Screening in Clinical Settings: Scoping Review

机译：校正：临床环境中乳腺癌筛查的计算机辅助检测：审查评论
- 作者：Rafia Masud;Mona Al-Rei;Cynthia Lokker
- 期刊名称：《JMIR Medical Informatics》 | 2019年第3期
54.Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)–Based Models on Large-Scale Electronic Health Record Notes: An Empirical Study

机译：来自变压器（BERT）的微调双向编码器表示，基于大型电子健康记录的模型：实证研究
- 作者：Fei Li;Yonghao Jin;Weisong Liu;Bhanu Pratap Singh Rawat;Pengshan Cai;Hong Yu
- 期刊名称：《JMIR Medical Informatics》 | 2019年第3期
- BERTdeep learningelectronic health record noteentity normalizationnatural language processing;
55.Differential Diagnosis Assessment in Ambulatory Care With an Automated Medical History–Taking Device: Pilot Randomized Controlled Trial

机译：采用自动化病史诊断装置的差异诊断评估：试点随机对照试验
- 作者：Adrien Jean-Pierre Schwitzguebel;Clarisse Jeckelmann;Roberto Gavinio;Cécile Levallois;Charles Bena?m;Hervé Spechbach
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- clinical applications softwarecomputerassisteddecision makingdifferential diagnosisgeneral practitionershospital outpatient clinicspatient engagement;
56.Developing a Reproducible Microbiome Data Analysis Pipeline Using the Amazon Web Services Cloud for a Cancer Research Group: Proof-of-Concept Study

机译：使用Amazon Web服务云进行癌症研究组的可重复微生物组数据分析管道：概念证明研究
- 作者：Jinbing Bai;Ileen Jhaney;Jessica Wells
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- Amazon Web Servicescloud computationmicrobiomepipelinesequence analysis;
57.Navigating Through Electronic Health Records: Survey Study on Medical Students’ Perspectives in General and With Regard to a Specific Training

机译：通过电子健康记录导航：关于医学生的观点一般和特定培训的调查研究
- 作者：Anne Herrmann-Werner;Martin Holderried;Teresa Loda;Nisar Malek;Stephan Zipfel;Friederike Holderried
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- eHealthelectronic health recordsmedical studentssimulation;
58.Impact on Readmission Reduction Among Heart Failure Patients Using Digital Health Monitoring: Feasibility and Adoptability Study

机译：利用数字健康监测对心力衰竭患者进行再次入院的影响：可行性和养护研究
- 作者：Christopher Park;Emamuzo Otobo;Jennifer Ullman;Jason Rogers;Farah Fasihuddin;Shashank Garg;Sarthak Kakkar;Marni Goldstein;Sai Vishudhi Chandrasekhar;Sean Pinney;Ashish Atreja
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- blood pressureblood pressure monitorsbody weightcell phoneheart failuremHealthmobile appsmobile phonepatient care managementpatient readmissionremote consultation;
59.Using a Large Margin Context-Aware Convolutional Neural Network to Automatically Extract Disease-Disease Association from Literature: Comparative Analytic Study

机译：使用大型裕度背景感知卷积神经网络从文献中自动提取疾病协会：比较分析研究
- 作者：Po-Ting Lai;Wei-Liang Lu;Ting-Rung Kuo;Chia-Ru Chung;Jen-Chieh Han;Richard Tzong-Han Tsai;Jorng-Tzong Horng
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- biological relation extractionbiomedical natural language processingconvolutional neural networksdeep learningdiseasedisease association;
60.Challenges With Continuous Pulse Oximetry Monitoring and Wireless Clinician Notification Systems After Surgery: Reactive Analysis of a Randomized Controlled Trial

机译：手术后连续脉搏血氧测量监测和无线临床医生通知系统的挑战：随机对照试验的反应分析
- 作者：Prathiba Harsha;James E Paul;Matthew A Chong;Norm Buckley;Antonella Tidy;Anne Clarke;Diane Buckley;Zenon Sirko;Thuva Vanniyasingam;Jake Walsh;Michael McGillion;Lehana Thabane
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- clinical adoption frameworkcontinuous pulse oximetryevaluation of issuesfalse alarmissuespostoperative monitoringremote monitoringwireless notification;
61.Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review

机译：慢性病临床注释的自然语言处理：系统评价
- 作者：Seyedmostafa Sheikhalishahi;Riccardo Miotto;Joel T Dudley;Alberto Lavelli;Fabio Rinaldi;Venet Osmani
- 期刊名称：《JMIR Medical Informatics》 | 2019年第2期
- cancerchronic diseasesclinical notesdeep learningdiabeteselectronic health recordsheart diseaselung diseasemachine learningnatural language processingstroke;
62.Mining Hidden Knowledge About Illegal Compensation for Occupational Injury: Topic Model Approach

机译：采矿隐藏知识关于职业损伤的非法赔偿：主题模型方法
- 作者：Jin-Young Min;Sung-Hee Song;HyeJin Kim;Kyoung-Bok Min
- 期刊名称：《JMIR Medical Informatics》 | 2019年第3期
- Koreaoccupational injuriessocial mediaworker’s compensation;
63.Impact of Automatic Query Generation and Quality Recognition Using Deep Learning to Curate Evidence From Biomedical Literature: Empirical Study

机译：自动查询生成和质量识别的影响利用深度学习策划生物医学文学的证据：实证研究
- 作者：Muhammad Afzal;Maqbool Hussain;Khalid Mahmood Malik;Sungyoung Lee
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- biomedical researchclinical decision support systemsdata curationdeep learningevidencebased medicinemachine learningprecision medicine;
64.A Bayesian Network Analysis of the Diagnostic Process and its Accuracy to Determine How Clinicians Estimate Cardiac Function in Critically Ill Patients: Prospective Observational Cohort Study

机译：贝叶斯网络分析诊断过程及其准确性，以确定临床医生如何估计临床病患者心功能：前瞻性观察队列研究
- 作者：Thomas Kaufmann;José Castela Forte;Bart Hiemstra;Marco A Wiering;Marco Grzegorczyk;Anne H Epema;Iwan C C van der Horst
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- Bayesian networkICUcardiac functioncardiologyclinical decisionsupportcognitioncritical careeducated guessmedical educationphysical examination;
65.Efficient Reuse of Natural Language Processing Models for Phenotype-Mention Identification in Free-text Electronic Medical Records: A Phenotype Embedding Approach

机译：在自由文本电子医疗记录中有效地重用自然语言处理模型的表型提及识别：嵌入方法的表型
- 作者：Honghan Wu;Karen Hodgson;Sue Dyson;Katherine I Morley;Zina M Ibrahim;Ehtesham Iqbal;Robert Stewart;Richard JB Dobson;Cathie Sudlow
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- clusteringelectronic health recordsmachine learningmodel adaptationnatural language processingphenotypephenotype embeddingtext miningword embedding;
66.Identifying Opioid Use Disorder in the Emergency Department: Multi-System Electronic Health Record–Based Computable Phenotype Derivation and Validation Study

机译：识别急诊部中的阿片类药物使用障碍：基于多系统电子健康记录的可增加表型推导和验证研究
- 作者：David Chartash;Hyung Paek;James D Dziura;Bill K Ross;Daniel P Nogee;Eric Boccio;Cory Hines;Aaron M Schott;Molly M Jeffery;Mehul D Patel;Timothy F Platts-Mills;Osama Ahmed;Cynthia Brandt;Katherine Couturier;Edward Melnick
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- algorithmselectronic health recordsemergency medicineopioidrelated disordersphenotype;
67.Interpretability and Class Imbalance in Prediction Models for Pain Volatility in Manage My Pain App Users: Analysis Using Feature Selection and Majority Voting Methods

机译：止痛性模型的解释性和类别不平衡在管理我的痛苦应用程序中的疼痛波动轴上：使用特征选择和多数投票方法分析
- 作者：Quazi Abidur Rahman;Tahir Janmohamed;Hance Clarke;Paul Ritvo;Jane Heffernan;Joel Katz
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- Manage My Painchronic paincluster analysisdata miningmachine learningpain apppain volatilityprediction model;
68.A Deep Learning Approach for Managing Medical Consumable Materials in Intensive Care Units via Convolutional Neural Networks: Technical Proof-of-Concept Study

机译：通过卷积神经网络在重症监护室中管理医疗消耗材料的深度学习方法：技术概念研究
- 作者：Arne Peine;Ahmed Hallawa;Oliver Sch?ffski;Guido Dartmann;Lejla Begic Fazlic;Anke Schmeink;Gernot Marx;Lukas Martin
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- artificial intelligenceconvolutional neural networksdeep learningcritical careimage recognitionintensive caremachine learningmedical consumablesmedical economics;
69.Mapping ICD-10 and ICD-10-CM Codes to Phecodes: Workflow Development and Initial Evaluation

机译：将ICD-10和ICD-10-CM代码映射到Phecodes：工作流程开发和初始评估
- 作者：Patrick Wu;Aliya Gifford;Xiangrui Meng;Xue Li;Harry Campbell;Tim Varley;Juan Zhao;Robert Carroll;Lisa Bastarache;Joshua C Denny;Evropi Theodoratou;Wei-Qi Wei
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- electronic health recordgenomewide association studyphenomewide association studyphenotypingmedical informatics applicationsdata science;
70.How Online Reviews and Services Affect Physician Outpatient Visits: Content Analysis of Evidence From Two Online Health Care Communities

机译：在线评审和服务如何影响医生门诊访问：来自两个在线保健社区的证据的内容分析
- 作者：Wei Lu;Hong Wu
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- channel effectonline health care communitiesonline reviewsonline servicesoutpatient carepatient choice;
71.Age Assessment of Youth and Young Adults Using Magnetic Resonance Imaging of the Knee: A Deep Learning Approach

机译：使用膝盖磁共振成像的青年和年轻成年人的年龄评估：深入学习方法
- 作者：Ana Luiza Dallora;Johan Sanmartin Berglund;Martin Brogren;Ola Kvist;Sandra Diaz Ruiz;André Dübbel;Peter Anderberg
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- age assessmentbone ageconvolutional neural networksdeep learningkneemachine learningmagnetic resonance imagingmedical imagingskeletal maturitytransfer learning;
72.Combining Contextualized Embeddings and Prior Knowledge for Clinical Named Entity Recognition: Evaluation Study

机译：结合上下文化嵌入和临床名称实体识别的先验知识：评估研究
- 作者：Min Jiang;Todd Sanger;Xiong Liu
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- contextualized word embeddingdeep learningnamed entity recognitionnatural language processingprior knowledgesemantic embedding;
73.Cohort Selection for Clinical Trials From Longitudinal Patient Records: Text Mining Approach

机译：纵向患者记录的临床试验队列选择：文本挖掘方法
- 作者：Irena Spasic;Dominik Krzeminski;Padraig Corcoran;Alexander Balinsky
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- clinical trialelectronic medical recordseligibility determinationmachine learningnatural language processing;
74.Automatic Detection of Hypoglycemic Events From the Electronic Health Record Notes of Diabetes Patients: Empirical Study

机译：从电子健康记录糖尿病患者的电子健康记录注意事项自动检测：实证研究
- 作者：Yonghao Jin;Fei Li;Varsha G Vimalananda;Hong Yu
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- adverse eventsconvolutional neural networkshypoglycemianatural language processing;
75.The Impacts of the Perceived Transparency of Privacy Policies and Trust in Providers for Building Trust in Health Information Exchange: Empirical Study

机译：隐私政策透明度的影响以及信任在卫生信息交流中建立信任的提供者的影响：实证研究
- 作者：Pouyan Esmaeilzadeh
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- cognitive trust in competencecognitive trust in integrityemotional trustperceived transparency of privacy policytrust in health care providers;
76.Exploiting Machine Learning Algorithms and Methods for the Prediction of Agitated Delirium After Cardiac Surgery: Models Development and Validation Study

机译：心脏手术后搅拌谵妄预测的利用机器学习算法：模型开发与验证研究
- 作者：Hani Nabeel Mufti;Gregory Marshal Hirsch;Samina Raza Abidi;Syed Sibte Raza Abidi
- 期刊名称：《JMIR Medical Informatics》 | 2019年第4期
- cardiac surgerydeliriummachine learningpredictive modeling;
77.The Use of Patient-Facing Teleconsultations in the National Health Service: Scoping Review

机译：在国家卫生服务中使用面向患者的电信代理：范围审查
- 作者：Micheal OCathail;M Ananth Sivanandan;Claire Diver;Poulam Patel;Judith Christian
- 期刊名称：《JMIR Medical Informatics》 | 2020年第3期
- scoping reviewteleconsultationtelehealthtelemedicine;
78.Sentiment Analysis in Health and Well-Being: Systematic Review

机译：健康与幸福感的情绪分析：系统评论
- 作者：Anastazia Zunic;Padraig Corcoran;Irena Spasic
- 期刊名称：《JMIR Medical Informatics》 | 2020年第1期
- machine learningnatural language processingsentiment analysistext mining;
79.Longitudinal Risk Prediction of Chronic Kidney Disease in Diabetic Patients using Temporal-Enhanced Gradient Boosting Machine: Retrospective Cohort Study

机译：糖尿病患者慢性肾病的纵向风险预测使用时间增强梯度升降机：回顾性队列研究
- 作者：Xing Song;Lemuel Russ Waitman;Alan SL Yu;David C Robbins;Yong Hu;Mei Liu
- 期刊名称：《JMIR Medical Informatics》 | 2020年第1期
- chronic kidney diseasediabetic kidney diseasediabetic nephropathymachine learning;
80.Clinical Annotation Research Kit (CLARK): Computable Phenotyping Using Machine Learning

机译：临床注释研究套件（CLARK）：使用机器学习的可计算表型
- 作者：Emily R Pfaff;Miles Crosskey;Kenneth Morton;Ashok Krishnamurthy
- 期刊名称：《JMIR Medical Informatics》 | 2020年第1期
- electronic health recordsmachine learningnatural language processing;
81.Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study

机译：败血症深入学习技术的真实融合进入常规临床护理：实施研究
- 作者：Mark P Sendak;William Ratliff;Dina Sarro;Elizabeth Alderton;Joseph Futoma;Michael Gao;Marshall Nichols;Mike Revoir;Faraz Yashar;Corinne Miller;Kelly Kester;Sahil Sandhu;Kristin Corey;Nathan Brajer;Christelle Tan;Anthony Lin;Tres Brown;Susan Engelbosch;Kevin Anstrom;Madeleine Clare Elish;Katherine Heller;Rebecca Donohoe;Jason Theiling;Eric Poon;Suresh Balu;Armando Bedoya;Cara OBrien
- 期刊名称：《JMIR Medical Informatics》 | 2020年第7期
- changedeep learninginnovationorganizationalmachine learningsepsistranslational medicine;
82.An App Developed for Detecting Nurse Burnouts Using the Convolutional Neural Networks in Microsoft Excel: Population-Based Questionnaire Study

机译：用于使用Microsoft Excel中的卷积神经网络检测护士倦怠的一个应用程序：基于人口的问卷研究
- 作者：Yi-Lien Lee;Willy Chou;Tsair-Wei Chien;Po-Hsin Chou;Yu-Tsen Yeh;Huan-Fang Lee
- 期刊名称：《JMIR Medical Informatics》 | 2020年第5期
- nurse burnoutMBI-HSS Chinese versionreceiver operating characteristic curveconvolutional neural networkLz person fit statistic;
83.Primary Care Doctor Characteristics That Determine the Use of Teleconsultations in the Catalan Public Health System: Retrospective Descriptive Cross-Sectional Study

机译：初级护理医生特征，确定在加泰罗尼亚公共卫生系统中使用电信的特点：回顾性描述性横截面研究
- 作者：Oscar Solans Fernández;Francesc López Seguí;Josep Vidal-Alaball;Josep Maria Bonet Simo;Oscar Hernandez Vian;Pascual Roig Cabo;Marta Carrasco Hernandez;Carmen Olmos Dominguez;Xavier Alzaga Reig;Yesika Díaz Rodríguez;Manuel Medina Peralta;Eduardo Hermosilla;Nuria Martínez León;Nuria Guimferrer;Mercedes Abizanda González;Francesc García Cuyàs;Pol Pérez Sust
- 期刊名称：《JMIR Medical Informatics》 | 2020年第1期
- general practitionersprimary careremote consultationtele-consultationtele-medicine;
84.Machine Learning Models for the Prediction of Postpartum Depression: Application and Comparison Based on a Cohort Study

机译：产后抑郁症预测的机器学习模型：基于队列研究的应用与比较
- 作者：Weina Zhang;Han Liu;Vincent Michael Bernard Silenzio;Peiyuan Qiu;Wenjie Gong
- 期刊名称：《JMIR Medical Informatics》 | 2020年第4期
- depressionmachine learningpostpartumprediction modelrandom forestsupport vector machine;
85.Predicting Inpatient Falls Using Natural Language Processing of Nursing Records Obtained From Japanese Electronic Medical Records: Case-Control Study

机译：预测住院病人使用从日本电子医疗记录获得的护理记录的自然语言处理：案例对照研究
- 作者：Hayao Nakatani;Masatoshi Nakao;Hidefumi Uchiyama;Hiroyoshi Toyoshiba;Chikayuki Ochiai
- 期刊名称：《JMIR Medical Informatics》 | 2020年第4期
- fallmachine learningnatural language processingnursing recordpredictionrisk factor;
86.An Electronic Clinical Decision Support System for the Management of Low Back Pain in Community Pharmacy: Development and Mixed Methods Feasibility Study

机译：社区药房低腰疼痛管理的电子临床决策支持系统：开发和混合方法可行性研究
- 作者：Aron Simon Downie;Mark Hancock;Christina Abdel Shaheed;Andrew J McLachlan;Ahmet Baki Kocaballi;Christopher M Williams;Zoe A Michaleff;Chris G Maher
- 期刊名称：《JMIR Medical Informatics》 | 2020年第5期
- low back paincommunity pharmacydecision support systemsclinical;
87.Ensemble Learning Models Based on Noninvasive Features for Type 2 Diabetes Screening: Model Development and Validation

机译：基于非侵入性功能的合奏学习模型筛选2型糖尿病筛选：模型开发和验证
- 作者：Tianzhou Yang;Li Zhang;Liwei Yi;Huawei Feng;Shimeng Li;Haoyu Chen;Junfeng Zhu;Jian Zhao;Yingyue Zeng;Hongsheng Liu
- 期刊名称：《JMIR Medical Informatics》 | 2020年第6期
- type 2 diabetesscreeningnon-invasive attributesmachine learning;
88.Distributed Regression Analysis Application in Large Distributed Data Networks: Analysis of Precision and Operational Performance

机译：大型分布式数据网络中的分布式回归分析应用：精度和操作性能分析
- 作者：Qoua Her;Jessica Malenfant;Zilu Zhang;Yury Vilk;Jessica Young;David Tabano;Jack Hamilton;Ron Johnson;Marsha Raebel;Denise Boudreau;Sengwee Toh
- 期刊名称：《JMIR Medical Informatics》 | 2020年第6期
- distributed regression analysisdistributed data networksprivacy-protecting analyticspharmacoepidemiologyPopMedNet;
89.Improving Clinical Translation of Machine Learning Approaches Through Clinician-Tailored Visual Displays of Black Box Algorithms: Development and Validation

机译：通过临床医学验证的黑匣子算法视觉显示改善机器学习方法的临床翻译：开发和验证
- 作者：Shannon Wongvibulsin;Katherine C Wu;Scott L Zeger
- 期刊名称：《JMIR Medical Informatics》 | 2020年第6期
- machine learninginterpretabilityclinical translationprediction modelsvisualization;
90.Factors Influencing Doctors’ Participation in the Provision of Medical Services Through Crowdsourced Health Care Information Websites: Elaboration-Likelihood Perspective Study

机译：影响医生通过众群医疗保健信息网站提供医疗服务的因素：阐述 - 可能性透视研究
- 作者：Yan Si;Hong Wu;Qing Liu
- 期刊名称：《JMIR Medical Informatics》 | 2020年第6期
- crowdsourcingcrowdsourced medical servicesonline health communitiesdoctors’ participationelaboration-likelihood model;
91.Detecting Potential Medication Selection Errors During Outpatient Pharmacy Processing of Electronic Prescriptions With the RxNorm Application Programming Interface: Retrospective Observational Cohort Study

机译：在具有RXNORM应用程序编程界面的电子处方的门诊药房处理过程中检测潜在的药物选择误差：回顾性观察队列研究
- 作者：Corey A Lester;Liyun Tu;Yuting Ding;Allen J Flynn
- 期刊名称：《JMIR Medical Informatics》 | 2020年第3期
- patient safetyRxNormelectronic prescriptionpharmacypharmacistsautomation;
92.Development of a Real-Time Risk Prediction Model for In-Hospital Cardiac Arrest in Critically Ill Patients Using Deep Learning: Retrospective Study

机译：利用深层学习的危及患者患病患者的实时风险预测模型的发展：回顾性研究
- 作者：Junetae Kim;Yu Rang Park;Jeong Hoon Lee;Jae-Ho Lee;Young-Hak Kim;Jin Won Huh
- 期刊名称：《JMIR Medical Informatics》 | 2020年第3期
- Weibull distributioncardiac arrestdeep learningforecastinggated recurrent unitintensive care units;
93.Re-examination of Rule-Based Methods in Deidentification of Electronic Health Records: Algorithm Development and Validation

机译：重新审查电子健康记录的职外规则的方法：算法开发与验证
- 作者：Zhenyu Zhao;Muyun Yang;Buzhou Tang;Tiejun Zhao
- 期刊名称：《JMIR Medical Informatics》 | 2020年第4期
- deidentificationensemble learningtransformation-based error-driven rule learner;
94.Next-Generation Sequencing–Based Cancer Panel Data Conversion Using International Standards to Implement a Clinical Next-Generation Sequencing Research System: Single-Institution Study

机译：基于下一代测序的癌症面板数据转换使用国际标准实施临床下一代测序研究系统：单机构研究
- 作者：Phillip Park;Soo-Yong Shin;Seog Yun Park;Jeonghee Yun;Chulmin Shin;Jipmin Jung;Kui Son Choi;Hyo Soung Cha
- 期刊名称：《JMIR Medical Informatics》 | 2020年第4期
- clinical sequencing datadata standardizationnext-generation sequencingtranslational research information system;
95.Temporal Expression Classification and Normalization From Chinese Narrative Clinical Texts: Pattern Learning Approach

机译：中国叙事临床文本的时间表达分类和标准化：模式学习方法
- 作者：Xiaoyi Pan;Boyu Chen;Heng Weng;Yongyi Gong;Yingying Qu
- 期刊名称：《JMIR Medical Informatics》 | 2020年第7期
- Clinical textHeuristic ruleMachine learningPattern learningTemporal expression extractionTemporal expression normalization;
96.An Ensemble Learning Strategy for Eligibility Criteria Text Classification for Clinical Trial Recruitment: Algorithm Development and Validation

机译：临床试验招聘资格标准文本分类的集合学习策略：算法开发与验证
- 作者：Kun Zeng;Zhiwei Pan;Yibin Xu;Yingying Qu
- 期刊名称：《JMIR Medical Informatics》 | 2020年第7期
- Deep learningText classificationEnsemble learningEligibility criteriaClinical trial;
97.Predicting the Development of Type 2 Diabetes in a Large Australian Cohort Using Machine-Learning Techniques: Longitudinal Survey Study

机译：使用机器学习技术预测大型澳大利亚队列中2型糖尿病的发展：纵向调查研究
- 作者：Lei Zhang;Xianwen Shang;Subhashaan Sreedharan;Xixi Yan;Jianbin Liu;Stuart Keel;Jinrong Wu;Wei Peng;Mingguang He
- 期刊名称：《JMIR Medical Informatics》 | 2020年第7期
- cohort studydiabetesmachine learningrisk prediction;
98.Document-Level Biomedical Relation Extraction Leveraging Pretrained Self-Attention Structure and Entity Replacement: Algorithm and Pretreatment Method Validation Study

机译：文档级生物医学关系提取利用普拉净化的自我关注结构和实体替代：算法和预处理方法验证研究
- 作者：Xiaofeng Liu;Jianye Fan;Shoubin Dong
- 期刊名称：《JMIR Medical Informatics》 | 2020年第5期
- self-attentiondocument-levelrelation extractionbiomedical entity pretreatment;
99.A Graph Convolutional Network–Based Method for Chemical-Protein Interaction Extraction: Algorithm Development

机译：基于图的化学蛋白质相互作用提取方法：算法开发
- 作者：Erniu Wang;Fan Wang;Zhihao Yang;Lei Wang;Yin Zhang;Hongfei Lin;Jian Wang
- 期刊名称：《JMIR Medical Informatics》 | 2020年第5期
- chemical-protein interactiongraph convolutional networklong-range syntacticdependency structure;
100.A Method to Learn Embedding of a Probabilistic Medical Knowledge Graph: Algorithm Development

机译：学习概率医学知识图嵌入的方法：算法开发
- 作者：Linfeng Li;Peng Wang;Yao Wang;Shenghui Wang;Jun Yan;Jinpeng Jiang;Buzhou Tang;Chengliang Wang;Yuting Liu
- 期刊名称：《JMIR Medical Informatics》 | 2020年第5期
- probabilistic medical knowledge graphrepresentation learninggraph embeddingPrTransXdecision support systemsclinicalknowledge graphmedical informaticselectronic health recordsnatural language processing;

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