selected publications
- Multimodal multi-instance learning for cardiopulmonary exercise testing performance prediction. NPJ digital medicine. 2026 Academic Article GET IT
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Machine Learning for Dynamic and Short-Term Prediction of Preeclampsia Using Routine Clinical Data.
JAMA network open.
2026
Academic Article
GET IT
Times cited: 1 - Exploring the optimal age for total knee arthroplasty to minimize risk of adverse outcomes: machine learning analysis of a statewide cohort. Arthroplasty (London, England). 2026 Academic Article GET IT
- Implementation of AI systems in the clinical laboratory: insights from an expert survey and recommendations for best practice. Clinical chemistry and laboratory medicine. 2026 Academic Article GET IT
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Using transfer learning to improve prediction of suicide risk in acute care hospitals.
Journal of the American Medical Informatics Association : JAMIA.
2026
Academic Article
GET IT
Times cited: 2 -
SciDaSynth: Interactive Structured Data Extraction From Scientific Literature With Large Language Model.
Campbell systematic reviews.
2025
Information Resource
GET IT
Times cited: 2 -
The crisis of biomedical foundation models.
Journal of biomedical informatics.
2025
Editorial Article
GET IT
Times cited: 1 -
Implementing AI models in clinical workflows: a roadmap.
BMJ evidence-based medicine.
2025
Academic Article
GET IT
Times cited: 12 - The Burden of Cancer and Precancerous Conditions Among Transgender Individuals in a Large Health Care Network: Retrospective Cohort Study. JMIR cancer. 2025 Academic Article GET IT
- Hurricane Exposure and Risk of Long-Term Cardiovascular Disease Outcomes. JAMA network open. 2025 Academic Article GET IT
- Screening and Risk Algorithms for Detecting Pediatric Suicide Risk in the Emergency Department. JAMA network open. 2025 Academic Article GET IT
- Extracting post-acute sequelae of SARS-CoV-2 infection symptoms from clinical notes via hybrid natural language processing. npj health systems. 2025 Academic Article GET IT
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A review on knowledge graphs for healthcare: Resources, applications, and promises.
Journal of biomedical informatics.
2025
Information Resource
GET IT
Times cited: 12 -
Unlocking efficiency in real-world collaborative studies: a multi-site international study with one-shot lossless GLMM algorithm.
NPJ digital medicine.
2025
Academic Article
GET IT
Times cited: 1 -
COLA-GLM: collaborative one-shot and lossless algorithms of generalized linear models for decentralized observational healthcare data.
NPJ digital medicine.
2025
Academic Article
GET IT
Times cited: 1 -
Federated target trial emulation using distributed observational data for treatment effect estimation.
NPJ digital medicine.
2025
Academic Article
GET IT
Times cited: 7 -
A scoping review and evidence gap analysis of clinical AI fairness.
NPJ digital medicine.
2025
Academic Article
GET IT
Times cited: 21 - Evaluating the Effectiveness of Complementary and Integrative Health Therapies in Preventing Postpartum Depression: A Target Trial Emulation Study. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2025 Academic Article GET IT
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Multicenter target trial emulation to evaluate corticosteroids for sepsis stratified by predicted organ dysfunction trajectory.
Nature communications.
2025
Academic Article
GET IT
Times cited: 9 -
Identification of predictive subphenotypes for clinical outcomes using real world data and machine learning.
Nature communications.
2025
Academic Article
GET IT
Times cited: 4 - Federated Target Trial Emulation using Distributed Observational Data for Treatment Effect Estimation. medRxiv : the preprint server for health sciences. 2025 Article GET IT
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Embedding Methods for Electronic Health Record Research.
Annual review of biomedical data science.
2025
Information Resource
GET IT
Times cited: 1 -
Identifying patients at risk of suicide using data from health information exchanges.
BMC public health.
2025
Academic Article
GET IT
Times cited: 1 - Identifying Alzheimer's Disease Progression Subphenotypes via a Graph-based Framework using Electronic Health Records. Research square. 2025 Article GET IT
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Identifying progression subphenotypes of Alzheimer's disease from large-scale electronic health records with machine learning.
Journal of biomedical informatics.
2025
Academic Article
GET IT
Times cited: 3 -
Long COVID after SARS-CoV-2 during pregnancy in the United States.
Nature communications.
2025
Academic Article
GET IT
Times cited: 8 -
Liver fibrosis associated with more severe motor deficits in early Parkinson's disease.
Clinical neurology and neurosurgery.
2025
Academic Article
GET IT
Times cited: 1 -
Predicting response to neoadjuvant chemotherapy in muscle-invasive bladder cancer via interpretable multimodal deep learning.
NPJ digital medicine.
2025
Academic Article
GET IT
Times cited: 17 -
Comparing Community-Level Social Determinants of Health With Patient Race in Total Hip Arthroplasty Outcomes.
Arthritis care & research.
2025
Academic Article
GET IT
Times cited: 2 -
Performance evaluation of large language models with chain-of-thought reasoning ability in clinical laboratory case interpretation.
Clinical chemistry and laboratory medicine.
2025
Article
GET IT
Times cited: 6 -
An empirical study of using radiology reports and images to improve intensive care unit mortality prediction.
JAMIA open.
2025
Academic Article
GET IT
Times cited: 2 -
A network-based systems genetics framework identifies pathobiology and drug repurposing in Parkinson's disease.
NPJ Parkinson's disease.
2025
Academic Article
GET IT
Times cited: 9 -
Skin immune-mesenchymal interplay within tertiary lymphoid structures promotes autoimmune pathogenesis in hidradenitis suppurativa.
Immunity.
2024
Academic Article
GET IT
Times cited: 30 -
Single-microglia transcriptomic transition network-based prediction and real-world patient data validation identifies ketorolac as a repurposable drug for Alzheimer's disease.
Alzheimer's & dementia : the journal of the Alzheimer's Association.
2024
Academic Article
GET IT
Times cited: 7 -
Longitudinal trajectories of symptom change during antidepressant treatment among managed care patients with depression and anxiety.
Npj mental health research.
2024
Academic Article
GET IT
Times cited: 3 -
Beyond Detection: Towards Actionable Sensing Research in Clinical Mental Healthcare.
Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies.
2024
Academic Article
GET IT
Times cited: 8 - A network-based systems genetics framework identifies pathobiology and drug repurposing in Parkinson's disease. Research square. 2024 Article GET IT
- Author Correction: Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling. NPJ digital medicine. 2024 Article GET IT
-
Improving Fairness of Automated Chest Radiograph Diagnosis by Contrastive Learning.
Radiology. Artificial intelligence.
2024
Academic Article
GET IT
Times cited: 6 -
Automated multi-scale computational pathotyping (AMSCP) of inflamed synovial tissue.
Nature communications.
2024
Academic Article
GET IT
Times cited: 8 -
Glucagon-Like Peptide-1 Receptor Agonists and Risk of Parkinson's Disease in Patients with Type 2 Diabetes: A Population-Based Cohort Study.
Movement disorders : official journal of the Movement Disorder Society.
2024
Academic Article
GET IT
Times cited: 26 -
Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling.
NPJ digital medicine.
2024
Academic Article
GET IT
Times cited: 18 -
Accuracy and transportability of machine learning models for adolescent suicide prediction with longitudinal clinical records.
Translational psychiatry.
2024
Academic Article
GET IT
Times cited: 11 - Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling. ArXiv. 2024 Article GET IT
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Identification of risk factors of Long COVID and predictive modeling in the RECOVER EHR cohorts.
Communications medicine.
2024
Academic Article
GET IT
Times cited: 27 -
Identification of Parkinson's disease PACE subtypes and repurposing treatments through integrative analyses of multimodal data.
NPJ digital medicine.
2024
Academic Article
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Times cited: 31 -
Develop and validate a computable phenotype for the identification of Alzheimer's disease patients using electronic health record data.
Alzheimer's & dementia (Amsterdam, Netherlands).
2024
Academic Article
GET IT
Times cited: 3 - Real-World Effectiveness of Nirmatrelvir in Protecting Long COVID for Outpatient Adult Patients - A Large-Scale Observational Cohort Study from the RECOVER Initiative. Research square. 2024 Article GET IT
-
Evaluating the robustness of an AI pathfinder application on eligibility criteria in multiple myeloma trials using real-world data and historical trials.
Journal of comparative effectiveness research.
2024
Academic Article
GET IT
Times cited: 6 -
Excess burden of respiratory and abdominal conditions following COVID-19 infections during the ancestral and Delta variant periods in the United States: An EHR-based cohort study from the RECOVER program.
PloS one.
2024
Academic Article
GET IT
Times cited: 3 - Learning Phenotypic Associations for Parkinson's Disease with Longitudinal Clinical Records. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2024 Academic Article GET IT
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Association between acquiring SARS-CoV-2 during pregnancy and post-acute sequelae of SARS-CoV-2 infection: RECOVER electronic health record cohort analysis.
EClinicalMedicine.
2024
Academic Article
GET IT
Times cited: 6 -
Protocol to perform integrative analysis of high-dimensional single-cell multimodal data using an interpretable deep learning technique.
STAR protocols.
2024
Academic Article
GET IT
Times cited: 1 -
Understanding the Influence of Single Payer Health Insurance on Socioeconomic Disparities in Total Hip Arthroplasty (THA) Utilization: A Transnational Analysis.
The Journal of the American Academy of Orthopaedic Surgeons.
2024
Academic Article
GET IT
Times cited: 1 - Application of a data continuity prediction algorithm to an electronic health record-based pharmacoepidemiology study. Journal of evaluation in clinical practice. 2024 Academic Article GET IT
-
Measuring algorithmic bias to analyze the reliability of AI tools that predict depression risk using smartphone sensed-behavioral data.
Npj mental health research.
2024
Academic Article
GET IT
Times cited: 20 -
Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness.
Journal of biomedical informatics.
2024
Academic Article
GET IT
Times cited: 32 -
Synovial fibroblast gene expression is associated with sensory nerve growth and pain in rheumatoid arthritis.
Science translational medicine.
2024
Academic Article
GET IT
Times cited: 50 - Leveraging Generative AI for Clinical Evidence Synthesis Needs to Ensure Trustworthiness. ArXiv. 2024 Article GET IT
- The Burden of Cancer and Pre-cancerous Conditions Among Transgender Individuals in a Large Healthcare Network. medRxiv : the preprint server for health sciences. 2024 Article GET IT
- Corticosteroids for infectious critical illness: A multicenter target trial emulation stratified by predicted organ dysfunction trajectory. medRxiv : the preprint server for health sciences. 2024 Article GET IT
-
A Novel Approach for Mixed-Methods Research Using Large Language Models: A Report Using Patients' Perspectives on Barriers to Arthroplasty.
ACR open rheumatology.
2024
Academic Article
GET IT
Times cited: 7 -
A scoping review of fair machine learning techniques when using real-world data.
Journal of biomedical informatics.
2024
Information Resource
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Times cited: 35 -
Language model and its interpretability in biomedicine: A scoping review.
iScience.
2024
Information Resource
GET IT
Times cited: 12 -
Artificial intelligence and open science in discovery of disease-modifying medicines for Alzheimer's disease.
Cell reports. Medicine.
2024
Information Resource
GET IT
Times cited: 44 -
Large Language Models in Health Care: Charting a Path Toward Accurate, Explainable, and Secure AI.
Journal of general internal medicine.
2024
Editorial Article
GET IT
Times cited: 10 -
Learning across diverse biomedical data modalities and cohorts: Challenges and opportunities for innovation.
Patterns (New York, N.Y.).
2024
Information Resource
GET IT
Times cited: 29 -
A Computable Phenotype for the Identification of Sexual and Gender Minorities in Electronic Health Records.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2024
Academic Article
GET IT
Times cited: 2 -
Identification of Outcome-Oriented Progression Subtypes from Mild Cognitive Impairment to Alzheimer's Disease Using Electronic Health Records.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2024
Academic Article
GET IT
Times cited: 2 -
Real-World Effectiveness of BNT162b2 Against Infection and Severe Diseases in Children and Adolescents.
Annals of internal medicine.
2024
Academic Article
GET IT
Times cited: 24 -
Editorial: Computing and artificial intelligence in digital therapeutics.
Frontiers in medicine.
2024
Editorial Article
GET IT
Times cited: 4 -
An adaptive federated learning framework for clinical risk prediction with electronic health records from multiple hospitals.
Patterns (New York, N.Y.).
2024
Academic Article
GET IT
Times cited: 22 -
High-throughput target trial emulation for Alzheimer's disease drug repurposing with real-world data.
Nature communications.
2023
Academic Article
GET IT
Times cited: 42 - Faithful AI in Medicine: A Systematic Review with Large Language Models and Beyond. Research square. 2023 Article GET IT
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Patterns of Social Determinants of Health and Child Mental Health, Cognition, and Physical Health.
JAMA pediatrics.
2023
Academic Article
GET IT
Times cited: 73 - Real-world Effectiveness of BNT162b2 Against Infection and Severe Diseases in Children and Adolescents. medRxiv : the preprint server for health sciences. 2023 Article GET IT
-
AI Chatbots in Clinical Laboratory Medicine: Foundations and Trends.
Clinical chemistry.
2023
Information Resource
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Times cited: 28 -
Generalizability of a Machine Learning Model for Improving Utilization of Parathyroid Hormone-Related Peptide Testing across Multiple Clinical Centers.
Clinical chemistry.
2023
Academic Article
GET IT
Times cited: 16 -
Protocol to implement a computational pipeline for biomedical discovery based on a biomedical knowledge graph.
STAR protocols.
2023
Academic Article
GET IT
Times cited: 1 -
Meta-analysis of Association between Newer Glucose-Lowering Drugs and Risk of Parkinson's Disease.
Movement disorders clinical practice.
2023
Academic Article
GET IT
Times cited: 11 -
Implications of the Use of Artificial Intelligence Predictive Models in Health Care Settings : A Simulation Study.
Annals of internal medicine.
2023
Academic Article
GET IT
Times cited: 34 -
Improving model fairness in image-based computer-aided diagnosis.
Nature communications.
2023
Academic Article
GET IT
Times cited: 27 -
A translational perspective towards clinical AI fairness.
NPJ digital medicine.
2023
Information Resource
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Times cited: 63 -
A scoping review on multimodal deep learning in biomedical images and texts.
Journal of biomedical informatics.
2023
Information Resource
GET IT
Times cited: 39 -
Neurologic and psychiatric features of impending neurodegeneration in iRBD.
Clinical parkinsonism & related disorders.
2023
Academic Article
GET IT
Times cited: 2 -
Single-cell multi-omics topic embedding reveals cell-type-specific and COVID-19 severity-related immune signatures.
Cell reports methods.
2023
Academic Article
GET IT
Times cited: 13 - Identification of Outcome-Oriented Progression Subtypes from Mild Cognitive Impairment to Alzheimer's Disease Using Electronic Health Records. medRxiv : the preprint server for health sciences. 2023 Article GET IT
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Assessing the Accuracy and Clinical Utility of ChatGPT in Laboratory Medicine.
Clinical chemistry.
2023
Article
GET IT
Times cited: 56 - From Answers to Insights: Unveiling the Strengths and Limitations of ChatGPT and Biomedical Knowledge Graphs. Research square. 2023 Article GET IT
-
AD-BERT: Using pre-trained language model to predict the progression from mild cognitive impairment to Alzheimer's disease.
Journal of biomedical informatics.
2023
Academic Article
GET IT
Times cited: 58 -
Building the Model.
Archives of pathology & laboratory medicine.
2023
Information Resource
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Times cited: 25 - Faithful AI in Medicine: A Systematic Review with Large Language Models and Beyond. medRxiv : the preprint server for health sciences. 2023 Article GET IT
- Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served populations. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2023 Academic Article GET IT
- From Answers to Insights: Unveiling the Strengths and Limitations of ChatGPT and Biomedical Knowledge Graphs. medRxiv : the preprint server for health sciences. 2023 Article GET IT
-
Social Drivers of Mental Health: A U.S. Study Using Machine Learning.
American journal of preventive medicine.
2023
Academic Article
GET IT
Times cited: 4 - Single-cell multi-omic topic embedding reveals cell-type-specific and COVID-19 severity-related immune signatures. bioRxiv : the preprint server for biology. 2023 Article GET IT
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Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records.
Scientific reports.
2023
Academic Article
GET IT
Times cited: 7 - Impacts of Eligibility Criteria on Trial Participants' Age in Alzheimer's Disease Clinical Trials. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2023 Academic Article GET IT
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Target-based fusion using social determinants of health to enhance suicide prediction with electronic health records.
PloS one.
2023
Academic Article
GET IT
Times cited: 8 -
Enhancing thoracic disease detection using chest X-rays from PubMed Central Open Access.
Computers in biology and medicine.
2023
Academic Article
GET IT
Times cited: 6 -
Data-driven analysis to understand long COVID using electronic health records from the RECOVER initiative.
Nature communications.
2023
Academic Article
GET IT
Times cited: 41 -
Using Machine Learning to Predict Antidepressant Treatment Outcome From Electronic Health Records.
Psychiatric research and clinical practice.
2023
Academic Article
GET IT
Times cited: 14 -
Biomedical discovery through the integrative biomedical knowledge hub (iBKH).
iScience.
2023
Academic Article
GET IT
Times cited: 22 -
CTformer: convolution-free Token2Token dilated vision transformer for low-dose CT denoising.
Physics in medicine and biology.
2023
Academic Article
GET IT
Times cited: 193 -
Data heterogeneity in federated learning with Electronic Health Records: Case studies of risk prediction for acute kidney injury and sepsis diseases in critical care.
PLOS digital health.
2023
Academic Article
GET IT
Times cited: 33 -
Risk Factors and Predictive Modeling for Post-Acute Sequelae of SARS-CoV-2 Infection: Findings from EHR Cohorts of the RECOVER Initiative.
Research square.
2023
Article
GET IT
Times cited: 193 -
Machine learning identification of thresholds to discriminate osteoarthritis and rheumatoid arthritis synovial inflammation.
Arthritis research & therapy.
2023
Academic Article
GET IT
Times cited: 31 -
Excess burden of respiratory and abdominal conditions following COVID-19 infections during the ancestral and Delta variant periods in the United States: An EHR-based cohort study from the RECOVER Program.
medRxiv : the preprint server for health sciences.
2023
Article
GET IT
Times cited: 86 -
Racial/Ethnic Disparities in Post-acute Sequelae of SARS-CoV-2 Infection in New York: an EHR-Based Cohort Study from the RECOVER Program.
Journal of general internal medicine.
2023
Academic Article
GET IT
Times cited: 131 -
Identifying environmental risk factors for post-acute sequelae of SARS-CoV-2 infection: An EHR-based cohort study from the recover program.
Environmental advances.
2023
Academic Article
GET IT
Times cited: 12 -
Fetal and maternal morbidity in pregnant patients with Lupus: a 10-year US nationwide analysis.
RMD open.
2023
Academic Article
GET IT
Times cited: 16 -
Machine learning enabled subgroup analysis with real-world data to inform clinical trial eligibility criteria design.
Scientific reports.
2023
Academic Article
GET IT
Times cited: 13 -
Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study.
Scientific reports.
2023
Academic Article
GET IT
Times cited: 16 -
Assess the documentation of cognitive tests and biomarkers in electronic health records via natural language processing for Alzheimer's disease and related dementias.
International journal of medical informatics.
2022
Academic Article
GET IT
Times cited: 16 -
Acoustic Screening of the "Wet voice": Proof of Concept in an ex vivo Canine Laryngeal Model.
The Laryngoscope.
2022
Academic Article
GET IT
Times cited: 2 -
Multi-scale Multi-structure Siamese Network (MMSNet) for Primary Open-Angle Glaucoma Prediction.
Machine learning in medical imaging. MLMI (Workshop).
2022
Academic Article
GET IT
Times cited: 4 -
Predicting Age-related Macular Degeneration Progression with Longitudinal Fundus Images Using Deep Learning.
Machine learning in medical imaging. MLMI (Workshop).
2022
Academic Article
GET IT
Times cited: 9 -
Application of Deep Learning on Single-cell RNA Sequencing Data Analysis: A Review.
Genomics, proteomics & bioinformatics.
2022
Information Resource
GET IT
Times cited: 75 -
Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes.
Nature medicine.
2022
Academic Article
GET IT
Times cited: 140 -
Incidence Trends of New-Onset Diabetes in Children and Adolescents Before and During the COVID-19 Pandemic: Findings From Florida.
Diabetes.
2022
Academic Article
GET IT
Times cited: 14 -
Biomedical evidence engineering for data-driven discovery.
Bioinformatics (Oxford, England).
2022
Academic Article
GET IT
Times cited: 5 -
Interpretable deep learning translation of GWAS and multi-omics findings to identify pathobiology and drug repurposing in Alzheimer's disease.
Cell reports.
2022
Academic Article
GET IT
Times cited: 92 -
Multimodal machine learning in precision health: A scoping review.
NPJ digital medicine.
2022
Information Resource
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Times cited: 396 - Distinct Laboratory Test Result Profiles Between SARS-CoV-2 and Seasonable Influenza Infected Patients. Annals of clinical and laboratory science. 2022 Academic Article GET IT
-
Deep generative molecular design reshapes drug discovery.
Cell reports. Medicine.
2022
Information Resource
GET IT
Times cited: 244 -
Machine learning models for identifying predictors of clinical outcomes with first-line immune checkpoint inhibitor therapy in advanced non-small cell lung cancer.
Scientific reports.
2022
Academic Article
GET IT
Times cited: 9 -
Identifying Contextual and Spatial Risk Factors for Post-Acute Sequelae of SARS-CoV-2 Infection: An EHR-based Cohort Study from the RECOVER Program.
medRxiv : the preprint server for health sciences.
2022
Article
GET IT
Times cited: 52 -
Algorithmic fairness in computational medicine.
EBioMedicine.
2022
Information Resource
GET IT
Times cited: 122 -
Automated diagnosing primary open-angle glaucoma from fundus image by simulating human's grading with deep learning.
Scientific reports.
2022
Academic Article
GET IT
Times cited: 37 -
Design and validation of a FHIR-based EHR-driven phenotyping toolbox.
Journal of the American Medical Informatics Association : JAMIA.
2022
Academic Article
GET IT
Times cited: 7 -
Primary Open-Angle Glaucoma Diagnosis from Optic Disc Photographs Using a Siamese Network.
Ophthalmology science.
2022
Academic Article
GET IT
Times cited: 8 -
Enhancing convolutional neural network predictions of electrocardiograms with left ventricular dysfunction using a novel sub-waveform representation.
Cardiovascular digital health journal.
2022
Academic Article
GET IT
Times cited: 7 -
Supervised Pretraining through Contrastive Categorical Positive Samplings to Improve COVID-19 Mortality Prediction.
ACM-BCB ... ... : the ... ACM Conference on Bioinformatics, Computational Biology and Biomedicine. ACM Conference on Bioinformatics, Computational Biology and Biomedicine.
2022
Academic Article
GET IT
Times cited: 7 -
Development of a screening algorithm for borderline personality disorder using electronic health records.
Scientific reports.
2022
Academic Article
GET IT
Times cited: 7 -
Sepsis subphenotyping based on organ dysfunction trajectory.
Critical care (London, England).
2022
Academic Article
GET IT
Times cited: 69 -
Clinical Review of Smartphone Applications in Parkinson's Disease.
The neurologist.
2022
Information Resource
GET IT
Times cited: 8 -
Simulating Colorectal Cancer Trials Using Real-World Data.
JCO clinical cancer informatics.
2022
Academic Article
GET IT
Times cited: 5 -
Protocol for the development of a reporting guideline for causal and counterfactual prediction models in biomedicine.
BMJ open.
2022
Academic Article
GET IT
Times cited: 5 -
Editorial: Measuring and Analysing Social Determinants of Health in the Era of Big Data.
Frontiers in public health.
2022
Editorial Article
GET IT
Times cited: 5 -
Are Income-based Differences in TKA Use and Outcomes Reduced in a Single-payer System? A Large-database Comparison of the United States and Canada.
Clinical orthopaedics and related research.
2022
Academic Article
GET IT
Times cited: 11 -
Machine learning for passive mental health symptom prediction: Generalization across different longitudinal mobile sensing studies.
PloS one.
2022
Academic Article
GET IT
Times cited: 56 -
Association between antidiabetic drug use and the risk of COVID-19 hospitalization in the INSIGHT Clinical Research Network in New York City.
Diabetes, obesity & metabolism.
2022
Academic Article
GET IT
Times cited: 6 -
Prevalence of Alzheimer's and Related Dementia Diseases and Risk Factors Among Transgender Adults, Florida, 2012‒2020.
American journal of public health.
2022
Academic Article
GET IT
Times cited: 30 -
Computational pathology for musculoskeletal conditions using machine learning: advances, trends, and challenges.
Arthritis research & therapy.
2022
Information Resource
GET IT
Times cited: 17 -
A call for open data to develop mental health digital biomarkers.
BJPsych open.
2022
Academic Article
GET IT
Times cited: 17 -
Baseline haemoglobin A1c and the risk of COVID-19 hospitalization among patients with diabetes in the INSIGHT Clinical Research Network.
Diabetic medicine : a journal of the British Diabetic Association.
2022
Academic Article
GET IT
Times cited: 5 -
Multi-task deep learning-based survival analysis on the prognosis of late AMD using the longitudinal data in AREDS.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2022
Academic Article
GET IT
Times cited: 6 -
Validation of Real-World Data-based Endpoint Measures of Cancer Treatment Outcomes.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2022
Academic Article
GET IT
Times cited: 7 -
Novel informatics approaches to COVID-19 Research: From methods to applications.
Journal of biomedical informatics.
2022
Editorial Article
GET IT
Times cited: 8 -
Improving suicide risk prediction via targeted data fusion: proof of concept using medical claims data.
Journal of the American Medical Informatics Association : JAMIA.
2022
Academic Article
GET IT
Times cited: 16 -
CODER: Knowledge-infused cross-lingual medical term embedding for term normalization.
Journal of biomedical informatics.
2022
Academic Article
GET IT
Times cited: 87 -
Self-Correcting Recurrent Neural Network for Acute Kidney Injury Prediction in Critical Care.
Health data science.
2021
Academic Article
GET IT
Times cited: 6 -
How Parkinson's patients in the USA perceive deep brain stimulation in the 21st century: Results of a nationwide survey.
Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia.
2021
Academic Article
GET IT
Times cited: 9 -
Evaluation of Albumin Kinetics in Critically Ill Patients With Coronavirus Disease 2019 Compared to Those With Sepsis-Induced Acute Respiratory Distress Syndrome.
Critical care explorations.
2021
Academic Article
GET IT
Times cited: 10 -
AD-linked R47H-TREM2 mutation induces disease-enhancing microglial states via AKT hyperactivation.
Science translational medicine.
2021
Academic Article
GET IT
Times cited: 98 -
SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health Records.
Proceedings. IEEE International Conference on Data Mining.
2021
Academic Article
GET IT
Times cited: 19 -
Contrastive learning improves critical event prediction in COVID-19 patients.
Patterns (New York, N.Y.).
2021
Academic Article
GET IT
Times cited: 24 -
Artificial intelligence for COVID-19: battling the pandemic with computational intelligence.
Intelligent medicine.
2021
Information Resource
GET IT
Times cited: 28 -
An empirical study of using radiology reports and images to improve ICU-mortality prediction.
Proceedings. IEEE International Conference on Healthcare Informatics.
2021
Academic Article
GET IT
Times cited: 12 -
Comprehensive subtyping of Parkinson's disease patients with similarity fusion: a case study with BioFIND data.
NPJ Parkinson's disease.
2021
Academic Article
GET IT
Times cited: 14 -
Clinical subphenotypes in COVID-19: derivation, validation, prediction, temporal patterns, and interaction with social determinants of health.
NPJ digital medicine.
2021
Academic Article
GET IT
Times cited: 24 -
Machine Learning Highlights Downtrending of COVID-19 Patients with a Distinct Laboratory Profile.
Health data science.
2021
Academic Article
GET IT
Times cited: 6 -
Exploring the feasibility of using real-world data from a large clinical data research network to simulate clinical trials of Alzheimer's disease.
NPJ digital medicine.
2021
Academic Article
GET IT
Times cited: 32 -
Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach.
JMIR medical informatics.
2021
Academic Article
GET IT
Times cited: 165 -
Machine learning for suicide risk prediction in children and adolescents with electronic health records.
Translational psychiatry.
2020
Academic Article
GET IT
Times cited: 137 -
Mining genetic and transcriptomic data using machine learning approaches in Parkinson's disease.
NPJ Parkinson's disease.
2020
Information Resource
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Times cited: 46 -
Retaining Privileged Information for Multi-Task Learning.
KDD : proceedings. International Conference on Knowledge Discovery & Data Mining.
2019
Academic Article
GET IT
Times cited: 20 -
Special Issue on Data Mining in Health Informatics.
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