Research Papers

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Pan-Canadian Electronic Medical Record Diagnostic and Unstructured Text Data for Capturing PTSD: Retrospective Observat…
Kosowan L; Singer A; Zulkernine F; Zafari H; Nesca M; Muthumuni D.
JMIR Med Inform (Unknown)
Published: 2022
2/6 Transparent
Perspective Toward Machine Learning Implementation in Pediatric Medicine: Mixed Methods Study.
Alexander N; Aftandilian C; Guo LL; Plenert E; Posada J; Fries J; Fleming S; Johnson A; Shah N; Sung L.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Automatic Estimation of the Most Likely Drug Combination in Electronic Health Records Using the Smooth Algorithm: Devel…
Ouchi D; Giner-Soriano M; Gómez-Lumbreras A; Vedia Urgell C; Torres F; Morros R.
JMIR Med Inform (Unknown)
Published: 2022
2/6 Transparent
Training a Deep Contextualized Language Model for International Classification of Diseases, 10th Revision Classificatio…
Chen PF; He TL; Lin SC; Chu YC; Kuo CT; Lai F; Wang SM; Zhu WX; Chen KC; Kuo LC; Hung FM; Lin YC; Tsai IC; Chiu CH; Chang SC; Yang CY.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Shared Interoperable Clinical Decision Support Service for Drug-Allergy Interaction Checks: Implementation Study.
Jung S; Bae S; Seong D; Oh OH; Kim Y; Yi BK.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
The Use of Electronic Health Record Metadata to Identify Nurse-Patient Assignments in the Intensive Care Unit: Algorith…
Riman KA; Davis BS; Seaman JB; Kahn JM.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Realizing the Potential of Computer-Assisted Surgery by Embedding Digital Twin Technology.
Qin J; Wu J.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Classifying Comments on Social Media Related to Living Kidney Donation: Machine Learning Training and Validation Study.
Asghari M; Nielsen J; Gentili M; Koizumi N; Elmaghraby A.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Developing an Automated Assessment of In-session Patient Activation for Psychological Therapy: Codevelopment Approach.
Malins S; Figueredo G; Jilani T; Long Y; Andrews J; Rawsthorne M; Manolescu C; Clos J; Higton F; Waldram D; Hunt D; Perez Vallejos E; Moghaddam N.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Managing Critical Patient-Reported Outcome Measures in Oncology Settings: System Development and Retrospective Study.
Strachna O; Asan O; Stetson PD.
JMIR Med Inform (Unknown)
Published: 2022
2/6 Transparent
Automatic Screening of Pediatric Renal Ultrasound Abnormalities: Deep Learning and Transfer Learning Approach.
Tsai MC; Lu HH; Chang YC; Huang YC; Fu LS.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Considering Clinician Competencies for the Implementation of Artificial Intelligence-Based Tools in Health Care: Findin…
Garvey KV; Thomas Craig KJ; Russell R; Novak LL; Moore D; Miller BM.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Evaluating the Impact on Clinical Task Efficiency of a Natural Language Processing Algorithm for Searching Medical Docu…
Park EH; Watson HI; Mehendale FV; O'Neil AQ; Clinical Evaluators.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Standardized Description of the Feature Extraction Process to Transform Raw Data Into Meaningful Information for Enhanc…
Lamer A; Fruchart M; Paris N; Popoff B; Payen A; Balcaen T; Gacquer W; Bouzillé G; Cuggia M; Doutreligne M; Chazard E.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Data
Coronary Artery Computed Tomography Angiography for Preventing Cardio-Cerebrovascular Disease: Observational Cohort Stu…
Bae WK; Cho J; Kim S; Kim B; Baek H; Song W; Yoo S.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Fast Healthcare Interoperability Resources for Inpatient Deterioration Detection With Time-Series Vital Signs: Design a…
Tseng TW; Su CF; Lai F.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Successful Integration of EN/ISO 13606-Standardized Extracts From a Patient Mobile App Into an Electronic Health Record…
Frid S; Fuentes Expósito MA; Grau-Corral I; Amat-Fernandez C; Muñoz Mateu M; Pastor Duran X; Lozano-Rubí R.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
The Factors Contributing to Physicians' Current Use of and Satisfaction With Electronic Health Records in Kuwait's Publ…
Al-Otaibi J; Tolma E; Alali W; Alhuwail D; Aljunid SM.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Synchronous Teleconsultation and Monitoring Service Targeting COVID-19: Leveraging Insights for Postpandemic Health Car…
Marcolino MS; Diniz CS; Chagas BA; Mendes MS; Prates R; Pagano A; Ferreira TC; Alkmim MBM; Oliveira CRA; Borges IN; Raposo MC; Reis ZSN; Paixão MC; Ribeiro LB; Rocha GM; Cardoso CS; Ribeiro ALP.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
An Assessment of Mentions of Adverse Drug Events on Social Media With Natural Language Processing: Model Development an…
Yu D; Vydiswaran VGV.
JMIR Med Inform (Unknown)
Published: 2022
2/6 Transparent
The Value of Electronic Health Records Since the Health Information Technology for Economic and Clinical Health Act: Sy…
Modi S; Feldman SS.
JMIR Med Inform (Unknown)
Published: 2022
2/6 Transparent
Evaluating the Impact of a Point-of-Care Cardiometabolic Clinical Decision Support Tool on Clinical Efficiency Using El…
Yan X; Husby H; Mudiganti S; Gbotoe M; Delatorre-Reimer J; Knobel K; Hudnut A; Jones JB.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Identification of Preterm Labor Evaluation Visits and Extraction of Cervical Length Measures from Electronic Health Rec…
Xie F; Khadka N; Fassett MJ; Chiu VY; Avila CC; Shi J; Yeh M; Kawatkar A; Mensah NA; Sacks DA; Getahun D.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Use of a Semiautomatic Text Message System to Improve Satisfaction With Wait Time in the Adult Emergency Department: Cr…
Ehrler F; Rochat J; Siebert JN; Guessous I; Lovis C; Spechbach H.
JMIR Med Inform (Unknown)
Published: 2022
2/6 Transparent
Leveraging Representation Learning for the Construction and Application of a Knowledge Graph for Traditional Chinese Me…
Weng H; Chen J; Ou A; Lao Y.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared