Author details

Full Name

Katherine P Liao

Affiliation

ORCID

Career Start Year

2008

Papers

152

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
37503080	Contextualizing protein representations using deep learning on protein networks and single-cell data.	bioRxiv	2024
37654015	Improving the accuracy of automated gout flare ascertainment using natural language processing of electronic health records and linked Medicare claims data.	Pharmacoepidemiol Drug Saf	2024
34623035	Association Between Inflammation, Incident Heart Failure, and Heart Failure Subtypes in Patients With Rheumatoid Arthritis.	Arthritis Care Res (Hoboken)	2023
36150748	From real-world electronic health record data to real-world results using artificial intelligence.	Ann Rheum Dis	2023
36424023	Evidence for Biologic Drug Modifying Anti-Rheumatoid Drugs and Association with Cardiovascular Disease Risk Mitigation in Inflammatory Arthritis.	Rheumatic Disease Clinics of North America	2023
36450449	Reducing cardiovascular risk with immunomodulators: a randomised active comparator trial among patients with rheumatoid arthritis.	Annals of the Rheumatic Diseases	2023
37938773	Deconstruction of rheumatoid arthritis synovium defines inflammatory subtypes.		2023
37791989	Associations between rheumatoid arthritis clinical factors with synovial cell types and states.		2023
36649456	Association Between Systemic Vasculitis and Coronary Microvascular Dysfunction in the Absence of Obstructive Coronary Artery Disease.	Circ Cardiovasc Imaging	2023
37331999	Social Determinants of Health Documentation Among Individuals With Rheumatic and Musculoskeletal Conditions in an Integrated Care Management Program.		2023
37331495	Semi-supervised calibration of noisy event risk (SCANER) with electronic health records.	J Biomed Inform	2023
37269020	Utilizing biologic disease-modifying anti-rheumatic treatment sequences to subphenotype rheumatoid arthritis.	Arthritis Res Ther	2023
36882092	Framework of the Centralized Interactive Phenomics Resource (CIPHER) standard for electronic health data-based phenomics knowledgebase.	J Am Med Inform Assoc	2023
36874209	Autoantibodies against citrullinated and native proteins and prediction of rheumatoid arthritis-associated interstitial lung disease: A nested case-control study.	Lancet Rheumatol	2023
36805623	Multimodal representation learning for predicting molecule-disease relations.	Bioinformatics	2023
37246892	Large-scale real-world data analyses of cancer risks among patients with rheumatoid arthritis.	Int J Cancer	2023
37121095	Identifying shared genetic architecture between rheumatoid arthritis and other conditions: a phenome-wide association study with genetic risk scores.	EBioMedicine	2023
37232258	Sore, Hot, and at Risk: The Emerging Specialty of Cardio-Rheumatology.		2023
37231248	Shared inflammatory pathways of rheumatoid arthritis and atherosclerotic cardiovascular disease.		2023
37425708	Diversity and Scale: Genetic Architecture of 2,068 Traits in the VA Million Veteran Program.	medRxiv	2023
37227772	Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies.	J Med Internet Res	2023
35153278	Reversal of factor Xa inhibitors associated intracranial haemorrhage at a tertiary medical centre.	Blood Coagulation and Fibrinolysis	2022
35657008	Relationship Between Risk of Atherosclerotic Cardiovascular Disease, Inflammation, and Coronary Microvascular Dysfunction in Rheumatoid Arthritis.	Journal of the American Heart Association	2022
35771531	A <i>MUC5B</i> Gene Polymorphism, rs35705950-T, Confers Protective Effects Against COVID-19 Hospitalization but Not Severe Disease or Mortality.	Am J Respir Crit Care Med	2022
35904194	Natural Language Processing to Improve Prediction of Incident Atrial Fibrillation Using Electronic Health Records.	J Am Heart Assoc	2022
35759254	Association of Kidney Comorbidities and Acute Kidney Failure With Unfavorable Outcomes After COVID-19 in Individuals With the Sickle Cell Trait.	JAMA Intern Med	2022
35872266	Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization.	J Biomed Inform	2022
36333501	Multi-ancestry genome-wide association analyses identify novel genetic mechanisms in rheumatoid arthritis.	Nat Genet	2022
35737384	Temporal Trends in Clinical Evidence of 5-Year Survival Within Electronic Health Records Among Patients With Early-Stage Colon Cancer Managed With Laparoscopy-Assisted Colectomy vs Open Colectomy.	JAMA Netw Open	2022
35482673	A Phenome-Wide Association Study of genes associated with COVID-19 severity reveals shared genetics with complex diseases in the Million Veteran Program.	PLoS Genet	2022
35405530	Binary acronym disambiguation in clinical notes from electronic health records with an application in computational phenotyping.	Int J Med Inform	2022
35660521	Scalable relevance ranking algorithm via semantic similarity assessment improves efficiency of medical chart review.	J Biomed Inform	2022
32419071	Coronary microvascular dysfunction in patients with psoriasis.	Journal of Nuclear Cardiology	2022
33784740	Association of inflammatory disease and long-term outcomes among young adults with myocardial infarction: the Mass General Brigham YOUNG-MI Registry.	Eur J Prev Cardiol	2022
34698512	B-Cell Targeted Therapeutics in Systemic Lupus Erythematosus: From Paradox to Synergy?	Annals of Internal Medicine	2021
31910317	Classifying Pseudogout Using Machine Learning Approaches With Electronic Health Record Data.	Arthritis Care Res (Hoboken)	2021
31705724	Coronary Microvascular Dysfunction in Rheumatoid Arthritis Compared to Diabetes Mellitus and Association With All-Cause Mortality.	Arthritis Care and Research	2021
34296815	Improving the Efficiency of Clinical Trial Recruitment Using an Ensemble Machine Learning to Assist With Eligibility Screening.	ACR Open Rheumatol	2021
33744132	Impaired Coronary Vasodilator Reserve and Adverse Prognosis in Patients With Systemic Inflammatory Disorders.	JACC: Cardiovascular Imaging	2021
33626237	Leveraging electronic health records data to predict multiple sclerosis disease activity.	Ann Clin Transl Neurol	2021
34049859	Investigating changes in disease activity as a mediator of cardiovascular risk reduction with methotrexate use in rheumatoid arthritis.	Annals of the Rheumatic Diseases	2021
34102643	Cardiovascular disease prevention in individuals with underlying chronic inflammatory disease.	Current Opinion in Cardiology	2021
33615723	Divergence of Cardiovascular Biomarkers of Lipids and Subclinical Myocardial Injury Among Rheumatoid Arthritis Patients With Increased Inflammation.	Arthritis and Rheumatology	2021
33984066	Phenome-wide association of 1809 phenotypes and COVID-19 disease progression in the Veterans Health Administration Million Veteran Program.	PLoS One	2021
33932148	Testing the Effects of Disease-Modifying Antirheumatic Drugs on Vascular Inflammation in Rheumatoid Arthritis: Rationale and Design of the TARGET Trial.	ACR Open Rheumatology	2021
34132099	Coronary Microvascular Dysfunction in Systemic Lupus Erythematosus.	Journal of the American Heart Association	2021
33426780	Validation of a Bioassay for Predicting Response to Tumor Necrosis Factor Inhibitors in Rheumatoid Arthritis.	Arthritis and Rheumatology	2021
34508179	Real-world data analyses unveiled the immune-related adverse effects of immune checkpoint inhibitors across cancer types.	NPJ Precis Oncol	2021
34608931	ATLAS: an automated association test using probabilistically linked health records with application to genetic studies.	J Am Med Inform Assoc	2021
34547901	A Missense Variant in the IL-6 Receptor and Protection From Peripheral Artery Disease.	Circ Res	2021