ArticleBMJ (Clinical research ed.)2015
Development of phenotype algorithms using electronic medical records and incorporating natural language processing.
2 registry-linked trialsAbstract read
In one paragraph
Article in BMJ (Clinical research ed.), 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 166 papers, 5 of them syntheses that pooled it.
0numbers the graph read from it
0cells of the map it votes in
166citing papers in PubMed, 5 pooled it
–field-weighted citation impact
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Pragmatic Randomized Trial of Polygenic Risk Scoring for Common Diseases in Primary Care
Dynamically Tailoring Interventions for Problem-Solving in Diabetes Self-Management Using Self-Monitoring Data
Who cites it
166 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Physicians' perspectives on clinical indicators: systematic review and thematic synthesis.International journal for quality in health care : journal of the International Society for Quality in Health Care · 2024Pooled it
- Improving Clinical Documentation with Artificial Intelligence: A Systematic Review.Perspectives in health information management · 2024Pooled it
- A Systematic Review of Crohn's Disease Case Definitions in Administrative or Claims Databases.Inflammatory bowel diseases · 2023Pooled it
- Natural language processing in clinical neuroscience and psychiatry: A review.Frontiers in psychiatry · 2022Pooled it
- Diagnosis of temporomandibular disorders using artificial intelligence technologies: A systematic review and meta-analysis.PloS one · 2022Pooled it
- Comparative effectiveness of omalizumab, mepolizumab, and dupilumab in asthma: A target trial emulation.The Journal of allergy and clinical immunology · 2023Trial
- AI-based multimodal integration of genomics and electronic health records.Nature reviews. Genetics · 2026Review
- Natural Language Processing Algorithm Accurately Classifies Diverticulitis-Related Complications and Predicts Long-Term Outcomes.Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association · 2026Article
- Natural language processing to enhance rheumatoid arthritis care in clinical studies: a scoping review of applications, data, approaches, challenges and future directions.Rheumatology international · 2026Article
- Distinguishing Age-specific Patterns in Comorbidities of Obstructive Sleep Apnea Using Real-World Data.medRxiv : the preprint server for health sciences · 2026Article
- Representation learning to advance multi-institutional studies with electronic health record data from US and France.Nature communications · 2026Article
- Improving classification of myocardial infarction with machine learning in a diverse population.American journal of epidemiology · 2026Article
- Use of Clinical Notes to Assess Neuropsychiatric Events After Montelukast Initiation.JAMA network open · 2026Article
- Virtual medicine: medical AI in human health and diseases.Military Medical Research · 2026Review
- Accuracy of Large Language Models to Identify Stroke Subtypes Within Unstructured Electronic Health Record Data.Stroke · 2025Article
- Big data approaches for novel mechanistic insights on sleep and circadian rhythms: a workshop summary.Sleep · 2025Article
- Role of artificial intelligence in revolutionizing drug discovery.Fundamental research · 2025Review
- Multicenter Development and Validation of a Multimodal Deep Learning Model to Predict Moderate to Severe AKI.Clinical journal of the American Society of Nephrology : CJASN · 2025Article
- A series of natural language processing for predicting tumor response evaluation and survival curve from electronic health records.BMC medical informatics and decision making · 2025Article
- Clinical entity augmented retrieval for clinical information extraction.NPJ digital medicine · 2025Article
106 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors.
Katherine P LiaoDivision of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, MA 02115, USA Harvard Medical School, Boston kliao@partners.org.
Tianxi CaiDepartment of Biostatistics, Harvard School of Public Health, Boston.
Guergana K SavovaDepartment of Pediatrics, Children's Hospital of Boston, Boston.
Shawn N MurphyDepartment of Neurology, Massachusetts General Hospital, Boston.
Elizabeth W KarlsonDivision of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, MA 02115, USA Harvard Medical School, Boston.
Ashwin N AnanthakrishnanDepartment of Gastroenterology, Massachusetts General Hospital, MGH Crohn's and Colitis Center, Boston.
Vivian S GainerPartners Research Computing, Partners HealthCare System, Boston.
Stanley Y ShawHarvard Medical School, Boston Center for Systems Biology, Massachusetts General Hospital, Boston.
Zongqi XiaHarvard Medical School, Boston Department of Neurology, Harvard Medical School, Boston.
Peter SzolovitsDepartment of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA.
Susanne ChurchillHarvard Medical School, Boston.
Isaac KohaneHarvard Medical School, Boston Department of Neurology, Massachusetts General Hospital, Boston.
Funding
Informatics for Integrating Biology/ the Bedside (RMI)U54LM008748 · NLM · BRIGHAM AND WOMEN'S HOSPITAL · PI KOHANE, ISAAC S. · 2004 to 2013
$39.0MPilot & Feasibility ProgramP30DK043351 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI Ramnik J Xavier · 1991 to 2026
$35.3MLeveraging genetics and environment to predict presymptomatic multiple sclerosisK08NS079493 · NINDS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI XIA, ZONGQI · 2012 to 2016
$957kGenetic predictors of anti-TNF treatment response and infections in IBDK23DK097142 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI ANANTHAKRISHNAN, ASHWIN N · 2012 to 2016
$846kGenetic Risk Factors for Coronary Artery Disease in Rheumatoid ArthritisK08AR060257 · NIAMS · BRIGHAM AND WOMEN'S HOSPITAL · PI LIAO, KATHERINE PHOENIX · 2011 to 2015
$649kNIAMS NIH HHS AR 060257NIAMS NIH HHS K08 AR060257NIDDK NIH HHS K08 K23 DK097142NIDDK NIH HHS P30 DK043351NINDS NIH HHS K08 NS079493NLM NIH HHS U54 LM008748NLM NIH HHS U54LM008748
Abstract
PubMed holds no abstract for this paper.
Indexed as
AlgorithmsElectronic Health RecordsNatural Language ProcessingPhenotypeHumansInformation Storage and RetrievalInterdisciplinary CommunicationTranslational Research, Biomedical
Identifiers
What OpenQuestion holds
Textmetadata
Read underepoch 390
Registered trials
NCT04331535ClinicalTrials.gov
NCT04757233ClinicalTrials.gov
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.