Research Papers

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Identifying Risk Factors Associated With Lower Back Pain in Electronic Medical Record Free Text: Deep Learning Approach…
Jaiswal A; Katz A; Nesca M; Milios E.
JMIR Med Inform (Unknown)
Published: 2023
2/6 Transparent
Methods Used in the Development of Common Data Models for Health Data: Scoping Review.
Ahmadi N; Zoch M; Kelbert P; Noll R; Schaaf J; Wolfien M; Sedlmayr M.
JMIR Med Inform (Unknown)
Published: 2023
5/6 Transparent
Data Code Funding Declared
Visual Analytics of Multidimensional Oral Health Surveys: Data Mining Study.
Xu T; Ma Y; Pan T; Chen Y; Liu Y; Zhu F; Zhou Z; Chen Q.
JMIR Med Inform (Unknown)
Published: 2023
3/6 Transparent
Funding Declared
Structure of Health Information With Different Information Models: Evaluation Study With Competency Questions.
Rossander A; Karlsson D.
JMIR Med Inform (Unknown)
Published: 2023
2/6 Transparent
Data Analysis of Physician Competence Research Trend: Social Network Analysis and Topic Modeling Approach.
Yune SJ; Kim Y; Lee JW.
JMIR Med Inform (Unknown)
Published: 2023
3/6 Transparent
Funding Declared
Acquisition of a Lexicon for Family History Information: Bidirectional Encoder Representations From Transformers-Assist…
Wang L; He H; Wen A; Moon S; Fu S; Peterson KJ; Ai X; Liu S; Kavuluru R; Liu H.
JMIR Med Inform (Unknown)
Published: 2023
5/6 Transparent
Data Code Funding Declared
Improving an Electronic Health Record-Based Clinical Prediction Model Under Label Deficiency: Network-Based Generative …
Li R; Tian Y; Shen Z; Li J; Li J; Ding K; Li J.
JMIR Med Inform (Unknown)
Published: 2023
3/6 Transparent
Funding Declared
Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Healt…
Afshar M; Adelaine S; Resnik F; Mundt MP; Long J; Leaf M; Ampian T; Wills GJ; Schnapp B; Chao M; Brown R; Joyce C; Sharma B; Dligach D; Burnside ES; Mahoney J; Churpek MM; Patterson BW; Liao F.
JMIR Med Inform (Unknown)
Published: 2023
4/6 Transparent
Registered Funding Declared
Data-Driven Identification of Unusual Prescribing Behavior: Analysis and Use of an Interactive Data Tool Using 6 Months…
Hopcroft LE; Massey J; Curtis HJ; Mackenna B; Croker R; Brown AD; O'Dwyer T; Macdonald O; Evans D; Inglesby P; Bacon SC; Goldacre B; Walker AJ.
JMIR Med Inform (Unknown)
Published: 2023
3/6 Transparent
Funding Declared
A Standardized Clinical Data Harmonization Pipeline for Scalable AI Application Deployment (FHIR-DHP): Validation and U…
Williams E; Kienast M; Medawar E; Reinelt J; Merola A; Klopfenstein SAI; Flint AR; Heeren P; Poncette AS; Balzer F; Beimes J; von Bünau P; Chromik J; Arnrich B; Scherf N; Niehaus S.
JMIR Med Inform (Unknown)
Published: 2023
3/6 Transparent
Funding Declared
Integrated Personal Health Record in Indonesia: Design Science Research Study.
Harahap NC; Handayani PW; Hidayanto AN.
JMIR Med Inform (Unknown)
Published: 2023
3/6 Transparent
Funding Declared
Mining Sensor Data to Assess Changes in Physical Activity Behaviors in Health Interventions: Systematic Review.
Diaz C; Caillaud C; Yacef K.
JMIR Med Inform (Unknown)
Published: 2023
4/6 Transparent
Data Funding Declared
Monitoring the Implementation of Tobacco Cessation Support Tools: Using Novel Electronic Health Record Activity Metrics.
Chen J; Cutrona SL; Dharod A; Bunch SC; Foley KL; Ostasiewski B; Hale ER; Bridges A; Moses A; Donny EC; Sutfin EL; Houston TK; iDAPT Implementation Science Center for Cancer Control.
JMIR Med Inform (Unknown)
Published: 2023
4/6 Transparent
Code Funding Declared
Identification of Postpartum Depression in Electronic Health Records: Validation in a Large Integrated Health Care Syst…
Slezak J; Sacks D; Chiu V; Avila C; Khadka N; Chen JC; Wu J; Getahun D.
JMIR Med Inform (Unknown)
Published: 2023
3/6 Transparent
Funding Declared
Smart Glasses for Supporting Distributed Care Work: Systematic Review.
Zhang Z; Bai E; Joy K; Ghelaa PN; Adelgais K; Ozkaynak M.
JMIR Med Inform (Unknown)
Published: 2023
3/6 Transparent
Funding Declared
Near Real-time Natural Language Processing for the Extraction of Abdominal Aortic Aneurysm Diagnoses From Radiology Rep…
Gaviria-Valencia S; Murphy SP; Kaggal VC; McBane Ii RD; Rooke TW; Chaudhry R; Alzate-Aguirre M; Arruda-Olson AM.
JMIR Med Inform (Unknown)
Published: 2023
3/6 Transparent
Funding Declared
The Impact of an Electronic Portal on Patient Encounters in Primary Care: Interrupted Time-Series Analysis.
Ferguson K; Fraser M; Tuna M; Bruntz C; Dahrouge S.
JMIR Med Inform (Unknown)
Published: 2023
3/6 Transparent
Funding Declared
Assessment and Improvement of Drug Data Structuredness From Electronic Health Records: Algorithm Development and Valida…
Reinecke I; Siebel J; Fuhrmann S; Fischer A; Sedlmayr M; Weidner J; Bathelt F.
JMIR Med Inform (Unknown)
Published: 2023
3/6 Transparent
Funding Declared
Dealing With Missing, Imbalanced, and Sparse Features During the Development of a Prediction Model for Sudden Death Usi…
Chen X; Chen H; Nan S; Kong X; Duan H; Zhu H.
JMIR Med Inform (Unknown)
Published: 2023
5/6 Transparent
Data Code Funding Declared
Agreement Between Experts and an Untrained Crowd for Identifying Dermoscopic Features Using a Gamified App: Reader Feas…
Kentley J; Weber J; Liopyris K; Braun RP; Marghoob AA; Quigley EA; Nelson K; Prentice K; Duhaime E; Halpern AC; Rotemberg V.
JMIR Med Inform (Unknown)
Published: 2023
2/6 Transparent
Developing a Capsule Clinic-A 24-Hour Institution for Improving Primary Health Care Accessibility: Evidence From China.
Li D; Zhang R; Chen C; Huang Y; Wang X; Yang Q; Zhu X; Zhang X; Hao M; Shui L.
JMIR Med Inform (Unknown)
Published: 2023
3/6 Transparent
Funding Declared
Practical Considerations for Developing Clinical Natural Language Processing Systems for Population Health Management a…
Tamang S; Humbert-Droz M; Gianfrancesco M; Izadi Z; Schmajuk G; Yazdany J.
JMIR Med Inform (Unknown)
Published: 2023
2/6 Transparent
A Privacy-Preserving Distributed Medical Data Integration Security System for Accuracy Assessment of Cancer Screening: …
Miyaji A; Watanabe K; Takano Y; Nakasho K; Nakamura S; Wang Y; Narimatsu H.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Boosting Delirium Identification Accuracy With Sentiment-Based Natural Language Processing: Mixed Methods Study.
Wang L; Zhang Y; Chignell M; Shan B; Sheehan KA; Razak F; Verma A.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Comparison of Methods for Estimating Temporal Topic Models From Primary Care Clinical Text Data: Retrospective Closed C…
Meaney C; Escobar M; Stukel TA; Austin PC; Jaakkimainen L.
JMIR Med Inform (Unknown)
Published: 2022
3/6 Transparent
Funding Declared