Wang, Fei

Publications

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selected publications

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
Building the Model. Archives of pathology & laboratory medicine. 2023 Review 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
Social Drivers of Mental Health: A U.S. Study Using Machine Learning. American journal of preventive medicine. 2023 Academic Article GET IT
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
Assessing the Accuracy and Clinical Utility of ChatGPT in Laboratory Medicine. Clinical chemistry. 2023 Academic Article GET IT
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
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
Times cited: 1
Biomedical discovery through the integrative biomedical knowledge hub (iBKH). iScience. 2023 Academic Article GET IT
Times cited: 367
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
Times cited: 1317
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
Times cited: 5
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: 44
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
Times cited: 1
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: 1
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
Times cited: 1685
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: 23
Application of Deep Learning on Single-cell RNA Sequencing Data Analysis: A Review. Genomics, proteomics & bioinformatics. 2022 Review GET IT
Times cited: 1
Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes. Nature medicine. 2022 Academic Article GET IT
Times cited: 16
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: 2
Biomedical evidence engineering for data-driven discovery. Bioinformatics (Oxford, England). 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
Times cited: 1
Multimodal machine learning in precision health: A scoping review. NPJ digital medicine. 2022 Review GET IT
Times cited: 14
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
Times cited: 2
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
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: 51
Algorithmic fairness in computational medicine. EBioMedicine. 2022 Review GET IT
Times cited: 7
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: 3
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: 2
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
Times cited: 1
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: 33
Development of a screening algorithm for borderline personality disorder using electronic health records. Scientific reports. 2022 Academic Article GET IT
Sepsis subphenotyping based on organ dysfunction trajectory. Critical care (London, England). 2022 Academic Article GET IT
Times cited: 8
Clinical Review of Smartphone Applications in Parkinson's Disease. The neurologist. 2022 Review 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
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: 1
Machine learning for passive mental health symptom prediction: Generalization across different longitudinal mobile sensing studies. PloS one. 2022 Academic Article GET IT
Times cited: 4
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: 1
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: 4
Computational pathology for musculoskeletal conditions using machine learning: advances, trends, and challenges. Arthritis research & therapy. 2022 Review GET IT
Times cited: 4
A call for open data to develop mental health digital biomarkers. BJPsych open. 2022 Academic Article GET IT
Times cited: 3
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: 1
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: 3
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: 1
Novel informatics approaches to COVID-19 Research: From methods to applications. Journal of biomedical informatics. 2022 Editorial Article GET IT
Times cited: 3
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: 3
CODER: Knowledge-infused cross-lingual medical term embedding for term normalization. Journal of biomedical informatics. 2022 Academic Article GET IT
Times cited: 15
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: 1
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: 3
AD-linked R47H-TREM2 mutation induces disease-enhancing microglial states via AKT hyperactivation. Science translational medicine. 2021 Academic Article GET IT
Times cited: 22
SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health Records. Proceedings. IEEE International Conference on Data Mining. 2021 Academic Article GET IT
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: 3
Peel learning for pathway-related outcome prediction. Bioinformatics (Oxford, England). 2021 Academic Article GET IT
Contrastive learning improves critical event prediction in COVID-19 patients. Patterns (New York, N.Y.). 2021 Academic Article GET IT
Times cited: 110
Artificial intelligence for COVID-19: battling the pandemic with computational intelligence. Intelligent medicine. 2021 Review GET IT
Times cited: 81
An empirical study of using radiology reports and images to improve ICU-mortality prediction. IEEE International Conference on Healthcare Informatics. IEEE International Conference on Healthcare Informatics. 2021 Academic Article GET IT
Times cited: 3
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: 6
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: 14
Identifying organ dysfunction trajectory-based subphenotypes in critically ill patients with COVID-19. Scientific reports. 2021 Academic Article GET IT
Times cited: 13
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: 16
Development of a federated learning approach to predict acute kidney injury in adult hospitalized patients with COVID-19 in New York City. medRxiv : the preprint server for health sciences. 2021 Article GET IT
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: 1669
Machine Learning Highlights Downtrending of COVID-19 Patients with a Distinct Laboratory Profile. Health data science. 2021 Academic Article GET IT
Times cited: 147
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: 14
Recent advances in biomedical literature mining. Briefings in bioinformatics. 2021 Review GET IT
Times cited: 31
CQL4NLP: Development and Integration of FHIR NLP Extensions in Clinical Quality Language for EHR-driven Phenotyping. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2021 Academic Article GET IT
Times cited: 7
Integration of NLP2FHIR Representation with Deep Learning Models for EHR Phenotyping: A Pilot Study on Obesity Datasets. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2021 Academic Article GET IT
Times cited: 2
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: 47
Machine Learning for Predicting Rare Clinical Outcomes-Finding Needles in a Haystack. JAMA network open. 2021 Comment GET IT
Times cited: 6
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: 4
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: 93
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: 20
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: 49
Deep representation learning of patient data from Electronic Health Records (EHR): A systematic review. Journal of biomedical informatics. 2020 Review GET IT
Times cited: 35
Machine learning for suicide risk prediction in children and adolescents with electronic health records. Translational psychiatry. 2020 Academic Article GET IT
Times cited: 40
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: 6
Federated Learning for Healthcare Informatics. Journal of healthcare informatics research. 2020 Academic Article GET IT
Times cited: 2161
Routine Laboratory Blood Tests Predict SARS-CoV-2 Infection Using Machine Learning. Clinical chemistry. 2020 Academic Article GET IT
Times cited: 62
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: 29
Mapping scientific landscapes in UMLS research: a scientometric review. Journal of the American Medical Informatics Association : JAMIA. 2020 Review GET IT
Times cited: 13
Artificial intelligence in COVID-19 drug repurposing. The Lancet. Digital health. 2020 Review GET IT
Times cited: 40
Identifying risk factors for mortality among patients previously hospitalized for a suicide attempt. Scientific reports. 2020 Academic Article GET IT
Times cited: 10
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: 6
Mining genetic and transcriptomic data using machine learning approaches in Parkinson's disease. NPJ Parkinson's disease. 2020 Review GET IT
Times cited: 18
Federated Learning of Electronic Health Records Improves Mortality Prediction in Patients Hospitalized with COVID-19. medRxiv : the preprint server for health sciences. 2020 Article GET IT
Subphenotyping depression using machine learning and electronic health records. Learning health systems. 2020 Academic Article GET IT
Times cited: 32
Knowledge-driven drug repurposing using a comprehensive drug knowledge graph. Health informatics journal. 2020 Academic Article GET IT
Times cited: 30
Toward cross-platform electronic health record-driven phenotyping using Clinical Quality Language. Learning health systems. 2020 Academic Article GET IT
Times cited: 9
Graph convolutional networks for computational drug development and discovery. Briefings in bioinformatics. 2020 Academic Article GET IT
Times cited: 158
Deep learning in mental health outcome research: a scoping review. Translational psychiatry. 2020 Review GET IT
Times cited: 92
Scalable diagnostic screening of mild cognitive impairment using AI dialogue agent. Scientific reports. 2020 Academic Article GET IT
Times cited: 10
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: 7
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: 9
Towards Interpretable Skin Lesion Classification with Deep Learning Models. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2020 Academic Article GET IT
Times cited: 11
Comorbid neuropsychiatric and autonomic features in REM sleep behavior disorder. Clinical parkinsonism & related disorders. 2020 Academic Article GET IT
Times cited: 24
Network embedding in biomedical data science. Briefings in bioinformatics. 2020 Academic Article GET IT
Times cited: 92
Bregmannian consensus clustering for cancer subtypes analysis. Computer methods and programs in biomedicine. 2020 Academic Article GET IT
Times cited: 15
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: 32
Should Health Care Demand Interpretable Artificial Intelligence or Accept "Black Box" Medicine?. Annals of internal medicine. 2019 Academic Article GET IT
Times cited: 92
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: 26
Stratified Mortality Prediction of Patients with Acute Kidney Injury in Critical Care. Studies in health technology and informatics. 2019 Academic Article GET IT
Times cited: 14
AI in Health: State of the Art, Challenges, and Future Directions. Yearbook of medical informatics. 2019 Review GET IT
Times cited: 87
Detection of medical text semantic similarity based on convolutional neural network. BMC medical informatics and decision making. 2019 Academic Article GET IT
Times cited: 17
MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records. KDD : proceedings. International Conference on Knowledge Discovery & Data Mining. 2019 Academic Article GET IT
Times cited: 52
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: 684
Automated spectrographic seizure detection using convolutional neural networks. Seizure. 2019 Academic Article GET IT
Times cited: 11
Retaining Privileged Information for Multi-Task Learning. KDD : proceedings. International Conference on Knowledge Discovery & Data Mining. 2019 Academic Article GET IT
Times cited: 11
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: 11
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: 23
Current state of educational compensation in academic neurology: Results of a US national survey. Neurology. 2019 Academic Article GET IT
Times cited: 5
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
Artificial Intelligence Algorithms for Medical Prediction Should Be Nonproprietary and Readily Available-Reply. JAMA internal medicine. 2019 Comment GET IT
Times cited: 2
Integrating hypertension phenotype and genotype with hybrid non-negative matrix factorization. Bioinformatics (Oxford, England). 2019 Academic Article GET IT
Times cited: 11
Deep Learning in Medicine-Promise, Progress, and Challenges. JAMA internal medicine. 2019 Academic Article GET IT
Times cited: 169
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: 92
Data-Driven Subtyping of Parkinson's Disease Using Longitudinal Clinical Records: A Cohort Study. Scientific reports. 2019 Academic Article GET IT
Times cited: 72
Supervised Nonnegative Matrix Factorization to Predict ICU Mortality Risk. Proceedings. IEEE International Conference on Bioinformatics and Biomedicine. 2019 Academic Article GET IT
Times cited: 9
Temporal biomedical data analytics. Journal of biomedical informatics. 2019 Editorial Article GET IT
Times cited: 5
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: 50
Deep learning for healthcare: review, opportunities and challenges. Briefings in bioinformatics. 2018 Review GET IT
Times cited: 1175
Special Issue on Data Mining in Health Informatics. Journal of healthcare informatics research. 2018 Editorial Article GET IT
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: 7
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: 50
Predictive modeling in urgent care: a comparative study of machine learning approaches. JAMIA open. 2018 Academic Article GET IT
Times cited: 29
Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis. JMIR medical informatics. 2018 Academic Article GET IT
Times cited: 32
Readmission prediction via deep contextual embedding of clinical concepts. PloS one. 2018 Academic Article GET IT
Times cited: 66
An MCEM Framework for Drug Safety Signal Detection and Combination from Heterogeneous Real World Evidence. Scientific reports. 2018 Academic Article GET IT
Times cited: 18
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
Times cited: 50
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: 50
Predicting Negative Events: Using Post-discharge Data to Detect High-Risk Patients. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2017 Academic Article GET IT
Towards Unsupervised Gene Selection: A Matrix Factorization Framework. IEEE/ACM transactions on computational biology and bioinformatics. 2016 Academic Article GET IT
Times cited: 17
Which Doctor to Trust: A Recommender System for Identifying the Right Doctors. Journal of medical Internet research. 2016 Academic Article GET IT
Times cited: 35
P-selectin is a nanotherapeutic delivery target in the tumor microenvironment. Science translational medicine. 2016 Academic Article GET IT
Times cited: 128
Comprehensible Predictive Modeling Using Regularized Logistic Regression and Comorbidity Based Features. PloS one. 2015 Academic Article GET IT
Times cited: 22
A Graph Based Methodology for Temporal Signature Identification from HER. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2015 Academic Article GET IT
Label Propagation Prediction of Drug-Drug Interactions Based on Clinical Side Effects. Scientific reports. 2015 Academic Article GET IT
Times cited: 142
Mining and exploring care pathways from electronic medical records with visual analytics. Journal of biomedical informatics. 2015 Academic Article GET IT
Times cited: 84
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
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
Analysis of care pathway variation patterns in patient records. Studies in health technology and informatics. 2015 Academic Article GET IT
Times cited: 4
Synthesizing analytic evidence to refine care pathways. Studies in health technology and informatics. 2015 Academic Article GET IT
Times cited: 1
Clinical risk prediction by exploring high-order feature correlations. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2014 Academic Article GET IT
Times cited: 7
Exploring joint disease risk prediction. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2014 Academic Article GET IT
Times cited: 17
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: 67
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: 39
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
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: 92
Care pathway workbench: evidence harmonization from guideline and data. Studies in health technology and informatics. 2014 Academic Article GET IT
Times cited: 7
Exploring the relationship between drug side-effects and therapeutic indications. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2013 Academic Article GET IT
Times cited: 30
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 GET IT
Times cited: 57
A healthcare utilization analysis framework for hot spotting and contextual anomaly detection. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2012 Academic Article GET IT
Times cited: 27
Combining knowledge and data driven insights for identifying risk factors using electronic health records. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2012 Academic Article GET IT
Times cited: 63
ICDA: a platform for Intelligent Care Delivery Analytics. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2012 Academic Article GET IT
Times cited: 31

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Research

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Co-investigator Network

Funding awarded

Eligibility criteria design for Alzheimer''s trials with real-world data and explainable AI awarded by National Institute on Aging Principal Investigator 2023 - 2027
Computational Drug Repurposing for AD/ADRD with Integrative Analysis of Real World Data and Biomedical Knowledge awarded by National Institute on Aging Principal Investigator 2022 - 2027
Collaborative research: III: Medium: A consolidated framework of computational privacy and machine learning awarded by National Science Foundation Principal Investigator 2022 - 2026
Understanding the Progression Heterogeneity of Parkinson''s Disease with Integrative Data-Driven Subtype Analysis awarded by Michael J. Fox Foundation Principal Investigator 2023 - 2024
Biopharma - Regeneron Pharmaceuticals, Inc awarded by Regeneron Pharmaceuticals, Inc. Principal Investigator 2023 - 2024
CAREER: Towards Interpretable Deep Sequence Modeling awarded by National Science Foundation Principal Investigator 2018 - 2024
iDEA Award: Machine Learning Algorithms for Treatment Effect Estimation Using Real World Data (RWD) (BioPharma Alliance with Sanofi) awarded by Sanofi US Principal Investigator 2020 - 2023

Linking VA and non-VA data to study the risk of suicide in chronic pain patients. awarded by National Institute of Mental Health Co-Investigator 2020 - 2025
Comparative Effectiveness Research to Elucidate Glycemic Control Targets and Optimal Drug Choice for Patients with Type 2 Diabetes at High Risk for COVID-19 awarded by Patient-Centered Outcomes Research Institute Co-Investigator 2020 - 2023
Comparative Effectiveness of Metformin for Type 2 Diabetes with Chronic Kidney Disease awarded by Patient-Centered Outcomes Research Institute Co-Investigator 2018 - 2023

PASC EHR/ORWD Phase II Proposal (RECOVER) awarded by National Heart, Lung, & Blood Institute Key Personnel 2021 - 2023

TREM2 Genotype-Informed Drug Repurposing and Combination Therapy Design for Alzheimer''s Disease awarded by National Institute on Aging Principal Investigator Subaward 2022 - 2027
Identification of Mild Cognitive Impairment using Machine Learning from Language and Behavior Markers？ awarded by National Institute on Aging Principal Investigator Subaward 2021 - 2024
Developing Suicide Risk Algorithms For Diverse Clinical Settings Using Data Fusion awarded by National Institute of Mental Health Principal Investigator Subaward 2020 - 2024
PRECISION AND IMMERSIVE HEALTH INITIATIVE at CORNELL TECH awarded by National Institute of General Medical Sciences Principal Investigator Subaward 2022 - 2023

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Background

education and training

Ph.D., Tsinghua University (China) 2008
B.E., Xidian University (China) 2003

Contact

full name

Fei Wang

primary email

few2001@med.cornell.edu

VIVO Weill Cornell Medical College

Fei Wang Associate Professor of Population Health Sciences

Publications

selected publications

Research

Funding awarded

Background

education and training

Contact

full name

primary email

Phone

Publications

selected publications

Research

Funding awarded

Background

education and training

Contact

full name

primary email