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JMIR Medical Informatics

JMIR Medical Informatics

中文名称：JMIR医学信息学

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共24条结果

1.A Clinical Decision Support System for Assessing the Risk of Cervical Cancer: Development and Evaluation Study

机译：评估宫颈癌风险的临床决策支持系统：开发与评估研究
- 作者：Chekin Nasrin;Ayatollahi Haleh;Zarchi Mojgan Karimi
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- cervical cancer;
- clinical decision support system;
- risk assessment;
- medical informatics;
- cancer;
- oncology;
- decision support;
- risk;
- CDSS;
- cervical;
- prototype;
- evaluation;
- testing;
- PERSONALIZED MANAGEMENT;
- ASSESSMENT TOOLS;
- CLASSIFICATION;
- OBSTETRICS;
- WOMEN;
2.Predicting Abnormal Laboratory Blood Test Results in the Intensive Care Unit Using Novel Features Based on Information Theory and Historical Conditional Probability: Observational Study

机译：基于信息理论和历史条件概率的新特征预测重症监护病房异常实验室验血结果：观察性研究
- 作者：Valderrama Camilo E.;Niven Daniel J.;Stelfox HenryLee Joon
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- blood laboratory test redundancy;
- intensive care unit;
- electronic medical records;
- machine learning;
- fuzzy modeling;
- ANEMIA;
- PHLEBOTOMY;
3.Perspective of Information Technology Decision Makers on Factors Influencing Adoption and Implementation of Artificial Intelligence Technologies in 40 German Hospitals: Descriptive Analysis

机译：信息技术决策者对影响 40 家德国医院采用和实施人工智能技术的因素的看法：描述性分析
- 作者：Weinert Lina;Muller Julia;Svensson LauraHeinze Oliver
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- artificial intelligence;
- AI readiness;
- implementation;
- decision-making;
- descriptive analysis;
- quantitative study;
- INNOVATION;
4.Vaccine Adverse Event Mining of Twitter Conversations: 2-Phase Classification Study

机译：Twitter 对话的疫苗不良事件挖掘：2 阶段分类研究
- 作者：Habibabadi Sedigheh Khademi;Haghighi Pari Delir;Burstein FradaButtery Jim
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- immunization;
- vaccines;
- natural language processing;
- vaccine adverse effects;
- vaccine safety;
- social media;
- Twitter;
- machine learning;
- SURVEILLANCE;
5.Error and Timeliness Analysis for Using Machine Learning to Predict Asthma Hospital Visits: Retrospective Cohort Study

机译：使用机器学习预测哮喘医院就诊的误差和及时性分析：回顾性队列研究
- 作者：Zhang Xiaoyi;Luo Gang
- 期刊名称：《jmir medical informatics》 | 2022年第6期
6.Automatic International Classification of Diseases Coding System: Deep Contextualized Language Model With Rule-Based Approaches

机译：疾病自动国际分类编码系统：基于规则的方法的深度语境化语言模型
- 作者：Chen Pei-Fu;Chen Kuan-Chih;Liao Wei-ChihLai FeipeiHe Tai-LiangLin Sheng-CheChen Wei-JenYang Chi-YuLin Yu-ChengTsai I-ChangChiu Chi-HaoChang Shu-ChihHung Fang-Ming
- 期刊名称：《jmir medical informatics》 | 2022年第6期
7.Medication-Wide Association Study Using Electronic Health Record Data of Prescription Medication Exposure and Multifetal Pregnancies: Retrospective Study

机译：使用处方药暴露和多胎妊娠的电子健康记录数据的全药物关联研究：回顾性研究
- 作者：Davidson Lena;Canelon Silvia P.;Boland Mary Regina
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- pregnancy;
- multiple;
- assisted reproductive technique;
- electronic health record;
- LABEL DRUG-USE;
- ON-LABEL;
- FERTILITY;
- ASTHMA;
- TIME;
8.The Prediction of Preterm Birth Using Time-Series Technology-Based Machine Learning: Retrospective Cohort Study

机译：使用基于时间序列技术的机器学习预测早产：回顾性队列研究
- 作者：Zhang Yichao;Lu Sha;Wu YinaHu WenshengYuan Zhenming
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- preterm birth prediction;
- temporal data mining;
- electronic medical records;
- pregnant healthcare;
- CERVICAL LENGTH;
- SINGLETON PREGNANCIES;
- RISK-FACTORS;
- NO HISTORY;
- OUTCOMES;
- IMPACT;
9.Prevalence of Sensitive Terms in Clinical Notes Using Natural Language Processing Techniques: Observational Study

机译：使用自然语言处理技术的临床笔记中敏感术语的流行率：观察性研究
- 作者：Lee Jennifer;Yang Samuel;Holland-Hall CynthiaSezgin EmreGill ManjotLinwood SimonHuang YunguiHoffman Jeffrey
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- adolescent;
- child;
- privacy;
- patient portals;
- natural language processing;
- eHealth;
- ELECTRONIC HEALTH RECORDS;
- CARE;
- CONFIDENTIALITY;
- ADOLESCENTS;
- INFORMATION;
- DELIVERY;
- SERVICES;
- ACCESS;
10.Predicting Risk of Hypoglycemia in Patients With Type 2 Diabetes by Electronic Health Record-Based Machine Learning: Development and Validation

机译：通过基于电子健康记录的机器学习预测 2 型糖尿病患者的低血糖风险：开发和验证
- 作者：Yang Hao;Li Jiaxi;Liu SiruYang XiaolingLiu Jialin
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- diabetes;
- type 2 diabetes;
- hypoglycemia;
- learning;
- machine learning model;
- EHR;
- electronic health record;
- XGBoost;
- natural language processing;
- ADULTS;
- MORTALITY;
11.Multitask Learning With Recurrent Neural Networks for Acute Respiratory Distress Syndrome Prediction Using Only Electronic Health Record Data: Model Development and Validation Study

机译：使用递归神经网络进行多任务学习，仅使用电子健康记录数据预测急性呼吸窘迫综合征：模型开发和验证研究
- 作者：Lam Carson;Thapa Rahul;Maharjan JenishRahmani KeyvanTso Chak FoonSingh Navan PreetChetty Satish CasieMao Qingqing
- 期刊名称：《jmir medical informatics》 | 2022年第6期
12.Predicting 30-Day Readmission Risk for Patients With Chronic Obstructive Pulmonary Disease Through a Federated Machine Learning Architecture on Findable, Accessible, Interoperable, and Reusable (FAIR) Data: Development and Validation Study

机译：通过基于可查找、可访问、可互操作和可重用（FAIR）数据的联合机器学习架构预测慢性阻塞性肺疾病患者的 30 天再入院风险：开发和验证研究
- 作者：Alvarez-Romero Celia;Martinez-Garcia Alicia;Vega Jara TerneroDiaz-Jimenez PabloJimenez-Juan CarlosNieto-Martin Maria DoloresVillaran Esther RomanKovacevic TomiBokan DarijoHromis SanjaMalbasa Jelena DjekicBesla SuzanaZaric BojanGencturk MertSinaci A. AnilBaturone Manuel OlleroCalderon Carlos Luis Parra
- 期刊名称：《jmir medical informatics》 | 2022年第6期
13.Identifying the Risk of Sepsis in Patients With Cancer Using Digital Health Care Records: Machine Learning-Based Approach

机译：使用数字医疗保健记录识别癌症患者的脓毒症风险：基于机器学习的方法
- 作者：Yang Donghun;Kim Jimin;Yoo JunsangCha Won ChulPaik Hyojung
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- sepsis;
- cancer;
- EHR;
- machine learning;
- deep learning;
- mortality rate;
- learning model;
- electronic health record;
- network based analysis;
- sepsis risk;
- risk model;
- prediction model;
- SEPTIC SHOCK;
- MORTALITY;
- DEFINITIONS;
- COAGULATION;
- PREDICTION;
- ALGORITHM;
- ALBUMIN;
14.Experiences and Challenges of Emerging Online Health Services Combating COVID-19 in China: Retrospective, Cross-Sectional Study of Internet Hospitals

机译：新兴在线健康服务在中国抗击COVID-19的经验和挑战：对互联网医院的回顾性、横断面研究
- 作者：Ge Fangmin;Qian Huan;Lei JianboNi YiqiLi QianWang SongDing Kefeng
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- COVID-19;
- telehealth;
- e-consultation;
- dynamics of health care topics;
- China health system;
15.Personalized Recommendations for Physical Activity e-Coaching (OntoRecoModel): Ontological Modeling

机译：体育活动电子教练的个性化建议（OntoRecoModel）：本体建模
- 作者：Chatterjee Ayan;Prinz Andreas
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- descriptive logic;
- ontology;
- e-coach;
- reasoning;
- recommendation generation;
- SYSTEM;
- CARE;
16.Machine Learning Support for Decision-Making in Kidney Transplantation: Step-by-step Development of a Technological Solution

机译：机器学习支持肾移植决策：技术解决方案的分步开发
- 作者：Paquette Francois-Xavier;Ghassemi Amir;Bukhtiyarova OlgaCisse MoustaphaGagnon NatanaelDella Vecchia AlexiaRabearivelo Hobivola A.Loudiyi Youssef
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- machine learning;
- artificial intelligence;
- medical decision support;
- kidney transplantation;
- GRAFT-SURVIVAL;
- PREDICTION;
- MODELS;
- RECIPIENTS;
- INDEX;
17.Noninvasive Screening Tool for Hyperkalemia Using a Single-Lead Electrocardiogram and Deep Learning: Development and Usability Study

机译：使用单导联心电图和深度学习的高钾血症无创筛查工具：开发和可用性研究
- 作者：Urtnasan Erdenebayar;Lee Jung Hun;Moon ByungjinLee Hee YoungLee KyuheeYouk Hyun
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- hyperkalemia;
- ECG;
- electrocardiogram;
- deep learning;
- noninvasive screening;
- emergency medicine;
- single-lead ECG;
- DIABETIC-RETINOPATHY;
- ASSOCIATION;
- VALIDATION;
- POTASSIUM;
18.Conditional Probability Joint Extraction of Nested Biomedical Events: Design of a Unified Extraction Framework Based on Neural Networks

机译：嵌套生物医学事件的条件概率联合提取：基于神经网络的统一提取框架设计
- 作者：Wang Yan;Wang Jian;Lu HuiyiXu BingZhang YijiaBanbhrani Santosh KumarLin Hongfei
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- nested biomedical event;
- joint extraction;
- graph convolutional network;
- GCN;
- Dice loss;
- syntactic structure;
19.Quality Criteria for Real-world Data in Pharmaceutical Research and Health Care Decision-making: Austrian Expert Consensus

机译：药物研究和医疗保健决策中真实世界数据的质量标准：奥地利专家共识
- 作者：Klimek Peter;Baltic Dejan;Brunner MartinDegelsegger-Marquez AlexanderGarhoefer GerhardGouya-Lechner GhazalehHerzog ArnoldJilma BerndKaehler StefanMikl VeronikaMraz BernhardOstermann HerwigRoehl ClaasScharinger RobertStamm TanjaStrassnig MichaelWirthumer-Hoche ChristaPleiner-Duxneuner Johannes
- 期刊名称：《jmir medical informatics》 | 2022年第6期
20.Associations Between Family Member Involvement and Outcomes of Patients Admitted to the Intensive Care Unit: Retrospective Cohort Study

机译：家庭成员参与与重症监护病房收治患者结局之间的关联：回顾性队列研究
- 作者：Gray Tamryn F.;Kwok Anne;Do Khuyen M.Zeng SandraMoseley Edward T.Dbeis Yasser M.Umeton RenatoTulsky James A.El-Jawahri AreejLindvall Charlotta
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- critical care;
- natural language processing;
- family;
- electronic health records;
- goals of care;
- intensive care unit;
- ICU;
- OF-LIFE;
- DECISION-MAKING;
- SOCIAL SUPPORT;
- NEEDS MET;
- SATISFACTION;
- CAREGIVERS;
- MEDICINE;
- CHILDREN;
- ADULTS;
- GOALS;
21.Noninvasive Diagnosis of Nonalcoholic Steatohepatitis and Advanced Liver Fibrosis Using Machine Learning Methods: Comparative Study With Existing Quantitative Risk Scores

机译：使用机器学习方法对非酒精性脂肪性肝炎和晚期肝纤维化进行无创诊断：与现有定量风险评分的比较研究
- 作者：Wu Yonghui;Yang Xi;Morris Heather L.Gurka Matthew J.Shenkman Elizabeth A.Cusi KennethBri FernandoDonahoo William T.
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- machine learning;
- nonalcoholic fatty liver disease;
- nonalcoholic steatohepatitis;
- fatty liver;
- liver fibrosis;
- SOCIAL DETERMINANTS;
- OXIDATIVE STRESS;
- UNITED-STATES;
- DISEASE;
- PREVALENCE;
- HEALTH;
- INDEX;
22.Combating COVID-19 Using Generative Adversarial Networks and Artificial Intelligence for Medical Images: Scoping Review

机译：使用生成对抗网络和人工智能对抗医学图像抗击 COVID-19：范围审查
- 作者：Ali Hazrat;Shah Zubair
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- augmentation;
- artificial intelligence;
- COVID-19;
- diagnosis;
- generative adversarial networks;
- diagnostic;
- lung image;
- imaging;
- data augmentation;
- X-ray;
- CT scan;
- data scarcity;
- image data;
- neural network;
- clinical informatics;
- NEURAL-NETWORK;
23.Understanding the Relationship Between Mood Symptoms and Mobile App Engagement Among Patients With Breast Cancer Using Machine Learning: Case Study

机译：使用机器学习了解乳腺癌患者的情绪症状与移动应用程序参与之间的关系：案例研究
- 作者：Baglione Anna N.;Cai Lihua;Bahrini AramPosey IsabellaBoukhechba MehdiChow Philip I
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- breast cancer;
- digital intervention;
- mobile intervention;
- mobile health;
- mHealth;
- app engagement;
- user engagement;
- mental health;
- depression;
- anxiety;
- QUALITY-OF-LIFE;
- COGNITIVE-BEHAVIOR THERAPY;
- HEALTH INTERVENTIONS;
- IMBALANCED DATA;
- DEPRESSION;
- ANXIETY;
- CARE;
- METAANALYSIS;
- NEEDS;
- CLASSIFICATION;
24.Virtual Specialist Care During the COVID-19 Pandemic: Multimethod Patient Experience Study

机译：COVID-19 大流行期间的虚拟专科护理：多方法患者体验研究
- 作者：Dainty Katie N.;Seaton M. Bianca;Estacio AntonioHicks Lisa K.Jamieson TrevorWard SarahYu Catherine H.Mosko Jeffrey D.Kassardjian Charles D.
- 期刊名称：《jmir medical informatics》 | 2022年第6期
- virtual care;
- specialist care;
- patient experience;
- COVID-19;
- medical care;
- virtual health;
- care data;
- decision support;
- telehealth;
- video consultation;
- TELEMEDICINE;
- CRITERIA;

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