selected publications
- A network-based systems genetics framework identifies pathobiology and drug repurposing in Parkinson's disease. 2024 GET IT
- Author Correction: Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling. 2024 GET IT
- Automated multi-scale computational pathotyping (AMSCP) of inflamed synovial tissue. Nature communications. 2024 Academic Article GET IT
- 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
- Improving Fairness of Automated Chest Radiograph Diagnosis by Contrastive Learning. Radiology. Artificial intelligence. 2024 Academic Article GET IT
- Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling. NPJ digital medicine. 2024 Academic Article GET IT
- Accuracy and transportability of machine learning models for adolescent suicide prediction with longitudinal clinical records. Translational psychiatry. 2024 Academic Article GET IT
- Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling. 2024 GET IT
- Identification of risk factors of Long COVID and predictive modeling in the RECOVER EHR cohorts. Communications medicine. 2024 Academic Article GET IT
- Identification of Parkinson's disease PACE subtypes and repurposing treatments through integrative analyses of multimodal data. NPJ digital medicine. 2024 Academic Article GET IT
- 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
- Implementing AI models in clinical workflows: a roadmap. BMJ evidence-based medicine. 2024 Academic Article GET IT
- Real-World Effectiveness of Nirmatrelvir in Protecting Long COVID for Outpatient Adult Patients - A Large-Scale Observational Cohort Study from the RECOVER Initiative. 2024 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
- 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
- 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
- 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
- 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
- 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
- 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
- Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness. Journal of biomedical informatics. 2024 Academic Article GET IT
- Synovial fibroblast gene expression is associated with sensory nerve growth and pain in rheumatoid arthritis. Science translational medicine. 2024 Academic Article GET IT
- The Burden of Cancer and Pre-cancerous Conditions Among Transgender Individuals in a Large Healthcare Network. 2024 GET IT
- Corticosteroids for infectious critical illness: A multicenter target trial emulation stratified by predicted organ dysfunction trajectory. 2024 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
- A scoping review of fair machine learning techniques when using real-world data. Journal of biomedical informatics. 2024 Review GET IT
- Language model and its interpretability in biomedicine: A scoping review. iScience. 2024 Review GET IT
- Artificial intelligence and open science in discovery of disease-modifying medicines for Alzheimer's disease. Cell reports. Medicine. 2024 Review GET IT
- 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
- Effect of Paxlovid Treatment on Long COVID Onset: An EHR-Based Target Trial Emulation from N3C. 2024 GET IT
- Learning across diverse biomedical data modalities and cohorts: Challenges and opportunities for innovation. Patterns (New York, N.Y.). 2024 Review GET IT
- 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
- 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
- Real-World Effectiveness of BNT162b2 Against Infection and Severe Diseases in Children and Adolescents. Annals of internal medicine. 2024 Academic Article GET IT
- Editorial: Computing and artificial intelligence in digital therapeutics. Frontiers in medicine. 2024 Editorial Article GET IT
- 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
- High-throughput target trial emulation for Alzheimer's disease drug repurposing with real-world data. Nature communications. 2023 Academic Article GET IT
- Faithful AI in Medicine: A Systematic Review with Large Language Models and Beyond. 2023 GET IT
- Real-world Effectiveness of BNT162b2 Against Infection and Severe Diseases in Children and Adolescents. 2023 GET IT
- Protocol to implement a computational pipeline for biomedical discovery based on a biomedical knowledge graph. STAR protocols. 2023 Academic Article GET IT
- Patterns of Social Determinants of Health and Child Mental Health, Cognition, and Physical Health. JAMA pediatrics. 2023 Academic Article GET IT
- Meta-analysis of Association between Newer Glucose-Lowering Drugs and Risk of Parkinson's Disease. Movement disorders clinical practice. 2023 Academic Article GET IT
- 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
- Improving model fairness in image-based computer-aided diagnosis. Nature communications. 2023 Academic Article GET IT
- 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
- A translational perspective towards clinical AI fairness. NPJ digital medicine. 2023 Review GET IT
- A scoping review on multimodal deep learning in biomedical images and texts. Journal of biomedical informatics. 2023 Review GET IT
- Neurologic and psychiatric features of impending neurodegeneration in iRBD. Clinical parkinsonism & related disorders. 2023 Academic Article GET IT
- 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
- Identification of Outcome-Oriented Progression Subtypes from Mild Cognitive Impairment to Alzheimer's Disease Using Electronic Health Records. 2023 GET IT
- From Answers to Insights: Unveiling the Strengths and Limitations of ChatGPT and Biomedical Knowledge Graphs. 2023 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
- 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. 2023 GET IT
- Social Drivers of Mental Health: A U.S. Study Using Machine Learning. American journal of preventive medicine. 2023 Academic 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: 4 - 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
- Target-based fusion using social determinants of health to enhance suicide prediction with electronic health records. PloS one. 2023 Academic Article GET IT
- Enhancing thoracic disease detection using chest X-rays from PubMed Central Open Access. Computers in biology and medicine. 2023 Academic Article GET IT
- Data-driven analysis to understand long COVID using electronic health records from the RECOVER initiative. Nature communications. 2023 Academic Article GET IT
- Using Machine Learning to Predict Antidepressant Treatment Outcome From Electronic Health Records. Psychiatric research and clinical practice. 2023 Academic Article GET IT
- Biomedical discovery through the integrative biomedical knowledge hub (iBKH). iScience. 2023 Academic Article GET IT
- CTformer: convolution-free Token2Token dilated vision transformer for low-dose CT denoising. Physics in medicine and biology. 2023 Academic Article GET IT
- 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
- Machine learning identification of thresholds to discriminate osteoarthritis and rheumatoid arthritis synovial inflammation. Arthritis research & therapy. 2023 Academic Article GET IT
- 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
- 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
- Fetal and maternal morbidity in pregnant patients with Lupus: a 10-year US nationwide analysis. RMD open. 2023 Academic Article GET IT
- Machine learning enabled subgroup analysis with real-world data to inform clinical trial eligibility criteria design. Scientific reports. 2023 Academic Article GET IT
- 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
- 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
- Acoustic Screening of the "Wet voice": Proof of Concept in an ex vivo Canine Laryngeal Model. The Laryngoscope. 2022 Academic Article GET IT
- 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
- 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
- Application of Deep Learning on Single-cell RNA Sequencing Data Analysis: A Review. Genomics, proteomics & bioinformatics. 2022 Review GET IT
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Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes.
Nature medicine.
2022
Academic Article
GET IT
Times cited: 1 - 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
- Multimodal machine learning in precision health: A scoping review. NPJ digital medicine. 2022 Review GET IT
- 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 Review GET IT
- 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
- Biomedical Evidence Engineering for Data-Driven Discovery. Bioinformatics (Oxford, England). 2022 Academic Article GET IT
- 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
- Algorithmic fairness in computational medicine. EBioMedicine. 2022 Review GET IT
- Automated diagnosing primary open-angle glaucoma from fundus image by simulating human's grading with deep learning. Scientific reports. 2022 Academic Article GET IT
- Primary Open-Angle Glaucoma Diagnosis from Optic Disc Photographs Using a Siamese Network. Ophthalmology science. 2022 Academic Article GET IT
- 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
- 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
- Development of a screening algorithm for borderline personality disorder using electronic health records. Scientific reports. 2022 Academic Article GET IT
- Design and validation of a FHIR-based EHR-driven phenotyping toolbox. Journal of the American Medical Informatics Association : JAMIA. 2022 Academic Article GET IT
- Sepsis subphenotyping based on organ dysfunction trajectory. Critical care (London, England). 2022 Academic Article GET IT
- Simulating Colorectal Cancer Trials Using Real-World Data. JCO clinical cancer informatics. 2022 Academic Article GET IT
- Protocol for the development of a reporting guideline for causal and counterfactual prediction models in biomedicine. BMJ open. 2022 Academic Article GET IT
- Editorial: Measuring and Analysing Social Determinants of Health in the Era of Big Data. Frontiers in public health. 2022 Editorial Article GET IT
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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: 3 - Machine learning for passive mental health symptom prediction: Generalization across different longitudinal mobile sensing studies. PloS one. 2022 Academic Article GET IT
- 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
- Computational pathology for musculoskeletal conditions using machine learning: advances, trends, and challenges. Arthritis research & therapy. 2022 Review GET IT
- 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
- 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
- Validation of Real-World Data-based Endpoint Measures of Cancer Treatment Outcomes. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2022 Academic Article GET IT
- Novel informatics approaches to COVID-19 Research: From methods to applications. Journal of biomedical informatics. 2022 Editorial Article GET IT
- 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
- CODER: Knowledge-infused cross-lingual medical term embedding for term normalization. Journal of biomedical informatics. 2022 Academic Article GET IT
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Self-Correcting Recurrent Neural Network for Acute Kidney Injury Prediction in Critical Care.
Health data science.
2021
Academic Article
GET IT
Times cited: 4 - 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
- 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
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AD-linked R47H-TREM2 mutation induces disease-enhancing microglial states via AKT hyperactivation.
Science translational medicine.
2021
Academic Article
GET IT
Times cited: 58 -
Deep significance clustering: a novel approach for identifying risk-stratified and predictive patient subgroups.
Journal of the American Medical Informatics Association : JAMIA.
2021
Academic Article
GET IT
Times cited: 10 - Contrastive Learning Improves Critical Event Prediction in COVID-19 Patients. Patterns (New York, N.Y.). 2021 Academic Article GET IT
- AI for COVID-19: Battling the pandemic with computational intelligence. Intelligent medicine. 2021 Review GET IT
- 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
- Comparison of the Parkinson's KinetiGraph to off/on levodopa response testing: Single center experience. Clinical neurology and neurosurgery. 2021 Academic Article GET IT
-
The application of artificial intelligence and data integration in COVID-19 studies: a scoping review.
Journal of the American Medical Informatics Association : JAMIA.
2021
Review
GET IT
Times cited: 26 -
Identifying organ dysfunction trajectory-based subphenotypes in critically ill patients with COVID-19.
Scientific reports.
2021
Academic Article
GET IT
Times cited: 20 -
Socioeconomic variation in characteristics, outcomes, and healthcare utilization of COVID-19 patients in New York City.
PloS one.
2021
Academic Article
GET IT
Times cited: 24 -
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: 16 -
Machine Learning Highlights Downtrending of COVID-19 Patients with a Distinct Laboratory Profile.
Health data science.
2021
Academic Article
GET IT
Times cited: 5 - Peel Learning for Pathway-Related Outcome Prediction. Bioinformatics (Oxford, England). 2021 Academic Article GET IT
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Differential impact of non-pharmaceutical public health interventions on COVID-19 epidemics in the United States.
BMC public health.
2021
Academic Article
GET IT
Times cited: 21 -
Recent advances in biomedical literature mining.
Briefings in bioinformatics.
2021
Review
GET IT
Times cited: 68 - CQL4NLP: Development and Integration of FHIR NLP Extensions in Clinical Quality Language for EHR-driven Phenotyping. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2021 Academic Article GET IT
- Integration of NLP2FHIR Representation with Deep Learning Models for EHR Phenotyping: A Pilot Study on Obesity Datasets. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2021 Academic Article GET IT
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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: 17 -
Machine Learning for Predicting Rare Clinical Outcomes-Finding Needles in a Haystack.
JAMA network open.
2021
Comment
GET IT
Times cited: 2 -
Development and validation of the type 2 diabetes mellitus 10-year risk score prediction models from survey data.
Primary care diabetes.
2021
Academic Article
GET IT
Times cited: 3 -
Impact of temperature and relative humidity on the transmission of COVID-19: a modelling study in China and the United States.
BMJ open.
2021
Academic Article
GET IT
Times cited: 113 -
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: 117 -
ALeRT-COVID: Attentive Lockdown-awaRe Transfer Learning for Predicting COVID-19 Pandemics in Different Countries.
Journal of healthcare informatics research.
2021
Academic Article
GET IT
Times cited: 11 -
Deep representation learning of patient data from Electronic Health Records (EHR): A systematic review.
Journal of biomedical informatics.
2020
Review
GET IT
Times cited: 4 -
Machine learning for suicide risk prediction in children and adolescents with electronic health records.
Translational psychiatry.
2020
Academic Article
GET IT
Times cited: 78 -
Can google glass™ technology improve freezing of gait in parkinsonism? A pilot study.
Disability and rehabilitation. Assistive technology.
2020
Academic Article
GET IT
Times cited: 2 -
Federated Learning for Healthcare Informatics.
Journal of healthcare informatics research.
2020
Academic Article
GET IT
Times cited: 682 -
Routine Laboratory Blood Tests Predict SARS-CoV-2 Infection Using Machine Learning.
Clinical chemistry.
2020
Academic Article
GET IT
Times cited: 81 -
A Time-Phased Machine Learning Model for Real-Time Prediction of Sepsis in Critical Care.
Critical care medicine.
2020
Academic Article
GET IT
Times cited: 15 -
Mapping scientific landscapes in UMLS research: a scientometric review.
Journal of the American Medical Informatics Association : JAMIA.
2020
Review
GET IT
Times cited: 18 -
Artificial intelligence in COVID-19 drug repurposing.
The Lancet. Digital health.
2020
Review
GET IT
Times cited: 353 -
Identifying risk factors for mortality among patients previously hospitalized for a suicide attempt.
Scientific reports.
2020
Academic Article
GET IT
Times cited: 14 -
Data-driven discovery of probable Alzheimer's disease and related dementia subphenotypes using electronic health records.
Learning health systems.
2020
Academic Article
GET IT
Times cited: 19 -
Mining genetic and transcriptomic data using machine learning approaches in Parkinson's disease.
NPJ Parkinson's disease.
2020
Review
GET IT
Times cited: 31 -
Subphenotyping depression using machine learning and electronic health records.
Learning health systems.
2020
Academic Article
GET IT
Times cited: 12 -
Knowledge-driven drug repurposing using a comprehensive drug knowledge graph.
Health informatics journal.
2020
Academic Article
GET IT
Times cited: 11 -
Toward cross-platform electronic health record-driven phenotyping using Clinical Quality Language.
Learning health systems.
2020
Academic Article
GET IT
Times cited: 19 -
Deep learning in mental health outcome research: a scoping review.
Translational psychiatry.
2020
Information Resource
GET IT
Times cited: 181 -
Scalable diagnostic screening of mild cognitive impairment using AI dialogue agent.
Scientific reports.
2020
Academic Article
GET IT
Times cited: 17 -
Considerations for Improving the Portability of Electronic Health Record-Based Phenotype Algorithms.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2020
Academic Article
GET IT
Times cited: 11 -
Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2020
Academic Article
GET IT
Times cited: 15 -
Towards Interpretable Skin Lesion Classification with Deep Learning Models.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2020
Academic Article
GET IT
Times cited: 21 - Comorbid neuropsychiatric and autonomic features in REM sleep behavior disorder. Clinical parkinsonism & related disorders. 2020 Academic Article GET IT
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Bregmannian consensus clustering for cancer subtypes analysis.
Computer methods and programs in biomedicine.
2020
Academic Article
GET IT
Times cited: 4 -
Identifying sub-phenotypes of acute kidney injury using structured and unstructured electronic health record data with memory networks.
Journal of biomedical informatics.
2020
Academic Article
GET IT
Times cited: 19 -
Should Health Care Demand Interpretable Artificial Intelligence or Accept "Black Box" Medicine?.
Annals of internal medicine.
2019
Academic Article
GET IT
Times cited: 27 -
Developing a FHIR-based EHR phenotyping framework: A case study for identification of patients with obesity and multiple comorbidities from discharge summaries.
Journal of biomedical informatics.
2019
Academic Article
GET IT
Times cited: 44 -
AI in Health: State of the Art, Challenges, and Future Directions.
Yearbook of medical informatics.
2019
Review
GET IT
Times cited: 165 -
Detection of medical text semantic similarity based on convolutional neural network.
BMC medical informatics and decision making.
2019
Academic Article
GET IT
Times cited: 22 -
Improving the Efficacy of the Data Entry Process for Clinical Research With a Natural Language Processing-Driven Medical Information Extraction System: Quantitative Field Research.
JMIR medical informatics.
2019
Academic Article
GET IT
Times cited: 16 -
Automated spectrographic seizure detection using convolutional neural networks.
Seizure.
2019
Academic Article
GET IT
Times cited: 3 -
PTPN3 acts as a tumor suppressor and boosts TGF-β signaling independent of its phosphatase activity.
The EMBO journal.
2019
Academic Article
GET IT
Times cited: 17 -
Development of a Consumer Health Vocabulary by Mining Health Forum Texts Based on Word Embedding: Semiautomatic Approach.
JMIR medical informatics.
2019
Academic Article
GET IT
Times cited: 15 -
Current state of educational compensation in academic neurology: Results of a US national survey.
Neurology.
2019
Academic Article
GET IT
Times cited: 3 - Feature Selection in Predictive Modeling: A Systematic Study on Drug Response Heterogeneity for Type II Diabetic Patients. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2019 Academic Article GET IT
- Predictive Modeling of the Risk of Acute Kidney Injury in Critical Care: A Systematic Investigation of The Class Imbalance Problem. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2019 Academic Article GET IT
- Predictive Modeling of the Total Joint Replacement Surgery Risk: a Deep Learning Based Approach with Claims Data. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2019 Academic Article GET IT
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Integrating hypertension phenotype and genotype with hybrid non-negative matrix factorization.
Bioinformatics (Oxford, England).
2019
Academic Article
GET IT
Times cited: 13 -
Predictive Modeling of the Hospital Readmission Risk from Patients' Claims Data Using Machine Learning: A Case Study on COPD.
Scientific reports.
2019
Academic Article
GET IT
Times cited: 131 -
Data-Driven Subtyping of Parkinson's Disease Using Longitudinal Clinical Records: A Cohort Study.
Scientific reports.
2019
Academic Article
GET IT
Times cited: 96 -
Temporal biomedical data analytics.
Journal of biomedical informatics.
2019
Editorial Article
GET IT
Times cited: 3 -
Network embedding in biomedical data science.
Briefings in bioinformatics.
2018
Academic Article
GET IT
Times cited: 53 -
Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2018
Academic Article
GET IT
Times cited: 76 - Special Issue on Data Mining in Health Informatics. Journal of healthcare informatics research. 2018 Editorial Article GET IT
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Association networks in a matched case-control design - Co-occurrence patterns of preexisting chronic medical conditions in patients with major depression versus their matched controls.
Journal of biomedical informatics.
2018
Academic Article
GET IT
Times cited: 8 -
A study of generalizability of recurrent neural network-based predictive models for heart failure onset risk using a large and heterogeneous EHR data set.
Journal of biomedical informatics.
2018
Academic Article
GET IT
Times cited: 81 -
Predictive modeling in urgent care: a comparative study of machine learning approaches.
JAMIA open.
2018
Academic Article
GET IT
Times cited: 36 -
Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis.
JMIR medical informatics.
2018
Academic Article
GET IT
Times cited: 145 -
Readmission prediction via deep contextual embedding of clinical concepts.
PloS one.
2018
Academic Article
GET IT
Times cited: 79 -
An MCEM Framework for Drug Safety Signal Detection and Combination from Heterogeneous Real World Evidence.
Scientific reports.
2018
Academic Article
GET IT
Times cited: 22 - Integrating Temporal Pattern Mining in Ischemic Stroke Prediction and Treatment Pathway Discovery for Atrial Fibrillation. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2017 Academic Article GET IT
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Semantic relatedness and similarity of biomedical terms: examining the effects of recency, size, and section of biomedical publications on the performance of word2vec.
BMC medical informatics and decision making.
2017
Academic Article
GET IT
Times cited: 56 - Predicting Negative Events: Using Post-discharge Data to Detect High-Risk Patients. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2017 Academic Article GET IT
- A Predictive Model for Medical Events Based on Contextual Embedding of Temporal Sequences. JMIR medical informatics. 2016 Academic Article GET IT
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Towards Unsupervised Gene Selection: A Matrix Factorization Framework.
IEEE/ACM transactions on computational biology and bioinformatics.
2016
Academic Article
GET IT
Times cited: 15 -
Which Doctor to Trust: A Recommender System for Identifying the Right Doctors.
Journal of medical Internet research.
2016
Academic Article
GET IT
Times cited: 43 -
Comprehensible Predictive Modeling Using Regularized Logistic Regression and Comorbidity Based Features.
PloS one.
2015
Academic Article
GET IT
Times cited: 24 - A Graph Based Methodology for Temporal Signature Identification from HER. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2015 Academic Article GET IT
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Label Propagation Prediction of Drug-Drug Interactions Based on Clinical Side Effects.
Scientific reports.
2015
Academic Article
GET IT
Times cited: 185 -
Mining and exploring care pathways from electronic medical records with visual analytics.
Journal of biomedical informatics.
2015
Academic Article
GET IT
Times cited: 77 - Personalized Predictive Modeling and Risk Factor Identification using Patient Similarity. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2015 Academic Article GET IT
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Adaptive semi-supervised recursive tree partitioning: The ART towards large scale patient indexing in personalized healthcare.
Journal of biomedical informatics.
2015
Academic Article
GET IT
Times cited: 18 -
Clinical risk prediction by exploring high-order feature correlations.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2014
Academic Article
GET IT
Times cited: 9 -
Exploring joint disease risk prediction.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2014
Academic Article
GET IT
Times cited: 17 -
Pediatric readmission classification using stacked regularized logistic regression models.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2014
Academic Article
GET IT
Times cited: 10 -
Towards drug repositioning: a unified computational framework for integrating multiple aspects of drug similarity and disease similarity.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2014
Academic Article
GET IT
Times cited: 72 -
Towards actionable risk stratification: a bilinear approach.
Journal of biomedical informatics.
2014
Academic Article
GET IT
Times cited: 10 -
Exploring the associations between drug side-effects and therapeutic indications.
Journal of biomedical informatics.
2014
Academic Article
GET IT
Times cited: 34 - Towards personalized medicine: leveraging patient similarity and drug similarity analytics. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2014 Academic Article GET IT
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A methodology for interactive mining and visual analysis of clinical event patterns using electronic health record data.
Journal of biomedical informatics.
2014
Academic Article
GET IT
Times cited: 86 -
Exploring the relationship between drug side-effects and therapeutic indications.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2013
Academic Article
GET IT
Times cited: 38 -
A framework for mining signatures from event sequences and its applications in healthcare data.
IEEE transactions on pattern analysis and machine intelligence.
2013
Academic Article
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Times cited: 55 -
A healthcare utilization analysis framework for hot spotting and contextual anomaly detection.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2012
Academic Article
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Times cited: 29 -
Combining knowledge and data driven insights for identifying risk factors using electronic health records.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2012
Academic Article
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Times cited: 68 -
ICDA: a platform for Intelligent Care Delivery Analytics.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2012
Academic Article
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Times cited: 31