Clinical Informatics

Multiple-Inputs Convolutional Neural Network for COVID-19 Classification and Critical Region Screening From Chest X-ray Radiographs: Model Development and Performance Evaluation

Zhongqiang Li, Zheng Li, Luke Yao, Qing Chen, Jian Zhang, Xin Li, Ji-Ming Feng, Yanping Li, Jian Xu

JMIR Bioinform Biotech 2022 (Oct 04); 3(1):e36660

Download Citation: END BibTex RIS

The Data-Adaptive Fellegi-Sunter Model for Probabilistic Record Linkage: Algorithm Development and Validation for Incorporating Missing Data and Field Selection

Xiaochun Li, Huiping Xu, Shaun Grannis

J Med Internet Res 2022 (Sep 29); 24(9):e33775

Download Citation: END BibTex RIS

On the Current Connection and Relation Between Health Informatics and Social Informatics

Zdenek Smutny, Vasja Vehovar

J Med Internet Res 2022 (Sep 28); 24(9):e40547

Download Citation: END BibTex RIS

COVID-19’s Impact on Digital Health Adoption: The Growing Gap Between a Technological and a Cultural Transformation

Bertalan Meskó

JMIR Hum Factors 2022 (Sep 19); 9(3):e38926

Download Citation: END BibTex RIS

Predicting Therapeutic Response to Unfractionated Heparin Therapy: Machine Learning Approach

Ahmad Abdel-Hafez, Ian A Scott, Nazanin Falconer, Stephen Canaris, Oscar Bonilla, Sven Marxen, Aaron Van Garderen, Michael Barras

Interact J Med Res 2022 (Sep 19); 11(2):e34533

Download Citation: END BibTex RIS

The Impact of Electronic Health Record Interoperability on Safety and Quality of Care in High-Income Countries: Systematic Review

Edmond Li, Jonathan Clarke, Hutan Ashrafian, Ara Darzi, Ana Luisa Neves

J Med Internet Res 2022 (Sep 15); 24(9):e38144

Download Citation: END BibTex RIS

Business Process Model and Notation and openEHR Task Planning for Clinical Pathway Standards in Infections: Critical Analysis

Natalia Iglesias, Jose M Juarez, Manuel Campos

J Med Internet Res 2022 (Sep 15); 24(9):e29927

Download Citation: END BibTex RIS

Evaluation of a Health Information Exchange System for Geriatric Health Care in Rural Areas: Development and Technical Acceptance Study

Nils Pfeuffer, Angelika Beyer, Peter Penndorf, Maren Leiz, Franziska Radicke, Wolfgang Hoffmann, Neeltje van den Berg

JMIR Hum Factors 2022 (Sep 15); 9(3):e34568

Download Citation: END BibTex RIS

Diagnosis of a Single-Nucleotide Variant in Whole-Exome Sequencing Data for Patients With Inherited Diseases: Machine Learning Study Using Artificial Intelligence Variant Prioritization

Yu-Shan Huang, Ching Hsu, Yu-Chang Chune, I-Cheng Liao, Hsin Wang, Yi-Lin Lin, Wuh-Liang Hwu, Ni-Chung Lee, Feipei Lai

JMIR Bioinform Biotech 2022 (Sep 15); 3(1):e37701

Download Citation: END BibTex RIS

Dynamic Digital Twin: Diagnosis, Treatment, Prediction, and Prevention of Disease During the Life Course

Skander Tahar Mulder, Amir-Houshang Omidvari, Anja J Rueten-Budde, Pei-Hua Huang, Ki-Hun Kim, Babette Bais, Melek Rousian, Rihan Hai, Can Akgun, Jeanine Roeters van Lennep, Sten Willemsen, Peter R Rijnbeek, David MJ Tax, Marcel Reinders, Eric Boersma, Dimitris Rizopoulos, Valentijn Visch, Régine Steegers-Theunissen

J Med Internet Res 2022 (Sep 14); 24(9):e35675

Download Citation: END BibTex RIS

Patient Experience and Feedback After Using an Electronic Health Record–Integrated COVID-19 Symptom Checker: Survey Study

Andrew W Liu, Anobel Y Odisho, William Brown III, Ralph Gonzales, Aaron B Neinstein, Timothy J Judson

JMIR Hum Factors 2022 (Sep 13); 9(3):e40064

Download Citation: END BibTex RIS

Issues With Variability in Electronic Health Record Data About Race and Ethnicity: Descriptive Analysis of the National COVID Cohort Collaborative Data Enclave

Lily Cook, Juan Espinoza, Nicole G Weiskopf, Nisha Mathews, David A Dorr, Kelly L Gonzales, Adam Wilcox, Charisse Madlock-Brown, N3C Consortium

JMIR Med Inform 2022 (Sep 06); 10(9):e39235

Download Citation: END BibTex RIS

Evaluating the Impact of a Point-of-Care Cardiometabolic Clinical Decision Support Tool on Clinical Efficiency Using Electronic Health Record Audit Log Data: Algorithm Development and Validation

Xiaowei Yan, Hannah Husby, Satish Mudiganti, Madina Gbotoe, Jake Delatorre-Reimer, Kevin Knobel, Andrew Hudnut, J B Jones

JMIR Med Inform 2022 (Sep 06); 10(9):e38385

Download Citation: END BibTex RIS

Identification of Preterm Labor Evaluation Visits and Extraction of Cervical Length Measures from Electronic Health Records Within a Large Integrated Health Care System: Algorithm Development and Validation

Fagen Xie, Nehaa Khadka, Michael J Fassett, Vicki Y Chiu, Chantal C Avila, Jiaxiao Shi, Meiyu Yeh, Aniket Kawatkar, Nana A Mensah, David A Sacks, Darios Getahun

JMIR Med Inform 2022 (Sep 06); 10(9):e37896

Download Citation: END BibTex RIS

An mHealth-Based Health Management Information System Among Health Workers in Volta and Eastern Regions of Ghana: Pre-Post Comparison Analysis

Young-ji Lee, Seohyun Lee, SeYeon Kim, Wonil Choi, Yoojin Jeong, Nina Jin Joo Rhim, Ilwon Seo, Sun-Young Kim

JMIR Med Inform 2022 (Aug 31); 10(8):e29431

Download Citation: END BibTex RIS

Development and Evaluation of a Natural Language Processing Annotation Tool to Facilitate Phenotyping of Cognitive Status in Electronic Health Records: Diagnostic Study

Ayush Noori, Colin Magdamo, Xiao Liu, Tanish Tyagi, Zhaozhi Li, Akhil Kondepudi, Haitham Alabsi, Emily Rudmann, Douglas Wilcox, Laura Brenner, Gregory K Robbins, Lidia Moura, Sahar Zafar, Nicole M Benson, John Hsu, John R Dickson, Alberto Serrano-Pozo, Bradley T Hyman, Deborah Blacker, M Brandon Westover, Shibani S Mukerji, Sudeshna Das

J Med Internet Res 2022 (Aug 30); 24(8):e40384

Download Citation: END BibTex RIS

Investigating a Work System Approach to Implement an Emergency Department Surge Management System: Case Study

Jennifer Jewer

J Med Internet Res 2022 (Aug 25); 24(8):e37472

Download Citation: END BibTex RIS

Assessing the Clinical and Socioeconomic Burden of Respiratory Syncytial Virus in Children Aged Under 5 Years in Primary Care: Protocol for a Prospective Cohort Study in England and Report on the Adaptations of the Study to the COVID-19 Pandemic

Uy Hoang, Elizabeth Button, Miguel Armstrong, Cecilia Okusi, Joanna Ellis, Maria Zambon, Sneha Anand, Gayathri Delanerolle, F D Richard Hobbs, Jojanneke van Summeren, John Paget, Simon de Lusignan

JMIR Res Protoc 2022 (Aug 25); 11(8):e38026

Download Citation: END BibTex RIS

Interactive Medical Image Labeling Tool to Construct a Robust Convolutional Neural Network Training Data Set: Development and Validation Study

David Reifs, Ramon Reig-Bolaño, Marta Casals, Sergi Grau-Carrion

JMIR Med Inform 2022 (Aug 22); 10(8):e37284

Download Citation: END BibTex RIS

The Interplay of Work, Digital Health Usage, and the Perceived Effects of Digitalization on Physicians’ Work: Network Analysis Approach

Petra Saukkonen, Marko Elovainio, Lotta Virtanen, Anu-Marja Kaihlanen, Janna Nadav, Tinja Lääveri, Jukka Vänskä, Johanna Viitanen, Jarmo Reponen, Tarja Heponiemi

J Med Internet Res 2022 (Aug 17); 24(8):e38714

Download Citation: END BibTex RIS