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Profile

Dongmei Wang PhD

  • Wallace H. Coulter Department of Biomedical Engineering at Georgia Tech and Emory
    Adjunct Professor
  • may.wang@emory.edu

Research

Publications

  • Advancing Sleep Disorder Diagnostics: A Transformer-Based EEG Model for Sleep Stage Classification and OSA Prediction.
    IEEE J Biomed Health Inform Volume: 29 Page(s): 878 - 886
    02/01/2025 Authors: Wan C; Nnamdi MC; Shi W; Smith B; Purnell C; Wang MD
  • Predicting pediatric patient rehabilitation outcomes after spinal deformity surgery with artificial intelligence.
    Commun Med (Lond) Volume: 5 Page(s): 1
    01/02/2025 Authors: Shi W; Giuste FO; Zhu Y; Tamo BJ; Nnamdi MC; Hornback A; Carpenter AM; Hilton C; Iwinski HJ; Wattenbarger JM
  • MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning.
    Volume: 2024 Page(s): 22294 - 22314
    11/01/2024 Authors: Shi W; Xu R; Zhuang Y; Yu Y; Sun H; Wu H; Yang C; Wang MD
  • EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records.
    Volume: 2024 Page(s): 22315 - 22339
    11/01/2024 Authors: Shi W; Xu R; Zhuang Y; Yu Y; Zhang J; Wu H; Zhu Y; Ho J; Yang C; Wang MD
  • Clinical decision making under uncertainty: a bootstrapped counterfactual inference approach.
    BMC Med Inform Decis Mak Volume: 24 Page(s): 275
    09/28/2024 Authors: Wu H; Shi W; Choudhary A; Wang MD
  • Identifying and characterizing disease subpopulations that most benefit from polygenic risk scores.
    Sci Rep Volume: 14 Page(s): 22124
    09/27/2024 Authors: Isgut M; Giuste F; Gloster L; Swain A; Choi K; Hornback A; Deshpande SR; Wang MD
  • Identifying Features for Keloid Scars Subtyping Using K-Modes Clustering.
    Volume: 2024 Page(s): 1 - 6
    07/01/2024 Authors: Jaishankar A; Jain N; Hornback A; Khimani A; Avula P; Wang MD
  • Predicting Cardiovascular Disease Risk in Tobacco Users Using Machine Learning Algorithms.
    Volume: 2024 Page(s): 1 - 5
    07/01/2024 Authors: Khimani A; Hornback A; Jain N; Avula P; Jaishankar A; Wang MD
  • Interpretable Survival Risk Prediction for High-Grade Glioma Patients via Radiomic Features from Peritumoral Region.
    Volume: 2024 Page(s): 1 - 5
    07/01/2024 Authors: Dhamdhere R; Bharadwaj S; Aggarwal A; Mutha P; Shi W; Marteau B; Madabhushi A; Wang MD
  • Developing a novel causal inference algorithm for personalized biomedical causal graph learning using meta machine learning.
    BMC Med Inform Decis Mak Volume: 24 Page(s): 137
    05/27/2024 Authors: Wu H; Shi W; Wang MD
  • Integrating Multi-Omics Data With EHR for Precision Medicine Using Advanced Artificial Intelligence.
    IEEE Rev Biomed Eng Volume: 17 Page(s): 80 - 97
    01/01/2024 Authors: Tong L; Shi W; Isgut M; Zhong Y; Lais P; Gloster L; Sun J; Swain A; Giuste F; Wang MD
  • Optimized Clinical Feature Analysis for Improved Cardiovascular Disease Risk Screening.
    IEEE Open J Eng Med Biol Volume: 5 Page(s): 816 - 827
    01/01/2024 Authors: Vyshnya S; Epperson R; Giuste F; Shi W; Hornback A; Wang MD
  • Graph theoretic visualization of patient and health worker messaging in the EHR.
    Front Artif Intell Volume: 7 Page(s): 1422208
    01/01/2024 Authors: Zia Ul Haq M; Hornback A; Harzand A; Gutman DA; Gallaher B; Schoenberg ED; Zhu Y; Wang MD; Anderson B
  • Improving explainable AI with patch perturbation-based evaluation pipeline: a COVID-19 X-ray image analysis case study.
    Sci Rep Volume: 13 Page(s): 19488
    11/09/2023 Authors: Sun J; Shi W; Giuste FO; Vaghani YS; Tang L; Wang MD
  • Early and fair COVID-19 outcome risk assessment using robust feature selection.
    Sci Rep Volume: 13 Page(s): 18981
    11/03/2023 Authors: Giuste FO; He L; Lais P; Shi W; Zhu Y; Hornback A; Tsai C; Isgut M; Anderson B; Wang MD
  • Use of Natural Language Processing of Patient-Initiated Electronic Health Record Messages to Identify Patients With COVID-19 Infection.
    JAMA Netw Open Volume: 6 Page(s): e2322299
    07/03/2023 Authors: Mermin-Bunnell K; Zhu Y; Hornback A; Damhorst G; Walker T; Robichaux C; Mathew L; Jaquemet N; Peters K; Johnson TM
  • Effect of case and control definitions on genome-wide association study (GWAS) findings.
    Genet Epidemiol Volume: 47 Page(s): 394 - 406
    07/01/2023 Authors: Isgut M; Song K; Ehm MG; Wang MD; Davitte J
  • Explainable synthetic image generation to improve risk assessment of rare pediatric heart transplant rejection.
    J Biomed Inform Volume: 139 Page(s): 104303
    03/01/2023 Authors: Giuste FO; Sequeira R; Keerthipati V; Lais P; Mirzazadeh A; Mohseni A; Zhu Y; Shi W; Marteau B; Zhong Y
  • Novel methods for elucidating modality importance in multimodal electrophysiology classifiers.
    Front Neuroinform Volume: 17 Page(s): 1123376
    01/01/2023 Authors: Ellis CA; Sendi MSE; Zhang R; Carbajal DA; Wang MD; Miller RL; Calhoun VD
  • Systematic Review of Advanced AI Methods for Improving Healthcare Data Quality in Post COVID-19 Era.
    IEEE Rev Biomed Eng Volume: 16 Page(s): 53 - 69
    01/01/2023 Authors: Isgut M; Gloster L; Choi K; Venugopalan J; Wang MD
  • Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review.
    IEEE Rev Biomed Eng Volume: 16 Page(s): 5 - 21
    01/01/2023 Authors: Giuste F; Shi W; Zhu Y; Naren T; Isgut M; Sha Y; Tong L; Gupte M; Wang MD
  • Accelerating Multi-site Health Informatics with Streamlined Data Infrastructure using OMOP-on-FHIR.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2022 Page(s): 4687 - 4690
    07/01/2022 Authors: Marteau BL; Zhu Y; Giuste F; Shi W; Carpenter A; Hilton C; Wang MD
  • Proposing Causal Sequence of Death by Neural Machine Translation in Public Health Informatics.
    IEEE J Biomed Health Inform Volume: 26 Page(s): 1422 - 1431
    04/01/2022 Authors: Zhu Y; Sha Y; Wu H; Li M; Hoffman RA; Wang MD
  • Coronavirus Disease 2019 Temperature Trajectories Correlate With Hyperinflammatory and Hypercoagulable Subphenotypes.
    Crit Care Med Volume: 50 Page(s): 212 - 223
    02/01/2022 Authors: Bhavani SV; Verhoef PA; Maier CL; Robichaux C; Parker WF; Holder A; Kamaleswaran R; Wang MD; Churpek MM; Coopersmith CM
  • Emerging technologies and their impact on regulatory science.
    Exp Biol Med (Maywood) Volume: 247 Page(s): 1 - 75
    01/01/2022 Authors: Anklam E; Bahl MI; Ball R; Beger RD; Cohen J; Fitzpatrick S; Girard P; Halamoda-Kenzaoui B; Hinton D; Hirose A
  • Domain Adaptation Using Convolutional Autoencoder and Gradient Boosting for Adverse Events Prediction in the Intensive Care Unit.
    Front Artif Intell Volume: 5 Page(s): 640926
    01/01/2022 Authors: Zhu Y; Venugopalan J; Zhang Z; Chanani NK; Maher KO; Wang MD
  • Introduction of medical genomics and clinical informatics integration for p-Health care.
    Prog Mol Biol Transl Sci Volume: 190 Page(s): 1 - 37
    01/01/2022 Authors: Tong L; Wu H; Wang MD; Wang G
  • Explainable Sleep Stage Classification with Multimodal Electrophysiology Time-series.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2021 Page(s): 2363 - 2366
    11/01/2021 Authors: Ellis CA; Zhang R; Carbajal DA; Miller RL; Calhoun VD; Wang MD
  • COVID-19 Automatic Diagnosis With Radiographic Imaging: Explainable Attention Transfer Deep Neural Networks.
    IEEE J Biomed Health Inform Volume: 25 Page(s): 2376 - 2387
    07/01/2021 Authors: Shi W; Tong L; Zhu Y; Wang MD
  • Integrating multi-omics data by learning modality invariant representations for improved prediction of overall survival of cancer.
    Methods Volume: 189 Page(s): 74 - 85
    05/01/2021 Authors: Tong L; Wu H; Wang MD
  • Multimodal deep learning models for early detection of Alzheimer's disease stage.
    Sci Rep Volume: 11 Page(s): 3254
    02/05/2021 Authors: Venugopalan J; Tong L; Hassanzadeh HR; Wang MD
  • Did COVID-19 Affect Time to Presentation in the Setting of Pediatric Testicular Torsion?
    Pediatr Emerg Care Volume: 37 Page(s): 123 - 125
    02/01/2021 Authors: Littman AR; Janssen KM; Tong L; Wu H; Wang MD; Blum E; Kirsch AJ
  • An Integrated Deep Network for Cancer Survival Prediction Using Omics Data.
    Front Big Data Volume: 4 Page(s): 568352
    01/01/2021 Authors: Hassanzadeh HR; Wang MD
  • The Landscape of Micro-Inversions Provide Clues for Population Genetic Analysis of Humans.
    Interdiscip Sci Volume: 12 Page(s): 499 - 514
    12/01/2020 Authors: Qu L; Wang L; He F; Han Y; Yang L; Wang MD; Zhu H
  • Impact of RNA-seq data analysis algorithms on gene expression estimation and downstream prediction.
    Sci Rep Volume: 10 Page(s): 17925
    10/21/2020 Authors: Tong L; Wu P-Y; Phan JH; Hassazadeh HR; SEQC Consortium; Tong W; Wang MD
  • Deep learning based feature-level integration of multi-omics data for breast cancer patients survival analysis.
    BMC Med Inform Decis Mak Volume: 20 Page(s): 225
    09/15/2020 Authors: Tong L; Mitchel J; Chatlin K; Wang MD
  • Inhibition and Crystal Structure of the Human DHTKD1-Thiamin Diphosphate Complex.
    ACS Chem Biol Volume: 15 Page(s): 2041 - 2047
    08/21/2020 Authors: Leandro J; Khamrui S; Wang H; Suebsuwong C; Nemeria NS; Huynh K; Moustakim M; Secor C; Wang M; Dodatko T
  • Advancing Medical Imaging Informatics by Deep Learning-Based Domain Adaptation.
    Yearb Med Inform Volume: 29 Page(s): 129 - 138
    08/01/2020 Authors: Choudhary A; Tong L; Zhu Y; Wang MD
  • Generating Region of Interests for Invasive Breast Cancer in Histopathological Whole-Slide-Image.
    Proc COMPSAC Volume: 2020 Page(s): 723 - 728
    07/01/2020 Authors: Patil SM; Tong L; Wang MD
  • Regularization of Deep Neural Networks for EEG Seizure Detection to Mitigate Overfitting.
    Proc COMPSAC Volume: 2020 Page(s): 664 - 673
    07/01/2020 Authors: Saqib M; Zhu Y; Wang MD; Beaulieu-Jones B
  • Personal exposure to fine particulate matter (PM2.5) of pregnant women during three trimesters in rural Yunnan of China.
    Environ Pollut Volume: 256 Page(s): 113055
    01/01/2020 Authors: Wu J; Xiao X; Li Y; Yang F; Yang S; Sun L; Ma R; Wang MC
  • Towards an Effective Patient Health Engagement System Using Cloud-Based Text Messaging Technology.
    IEEE J Transl Eng Health Med Volume: 8 Page(s): 2700107
    01/01/2020 Authors: Cheng C-W; Brown CR; Venugopalan J; Wang MD
  • Can mHealth Technology Help Mitigate the Effects of the COVID-19 Pandemic?
    IEEE Open J Eng Med Biol Volume: 1 Page(s): 243 - 248
    01/01/2020 Authors: Adans-Dester CP; Bamberg S; Bertacchi FP; Caulfield B; Chappie K; Demarchi D; Erb MK; Estrada J; Fabara EE; Freni M
  • Program at a Glance
    Volume: 15 Page(s): 57 - 57
    11/01/2019 Authors: Vatandoust S
  • CAESNet: Convolutional AutoEncoder based Semi-supervised Network for improving multiclass classification of endomicroscopic images.
    J Am Med Inform Assoc Volume: 26 Page(s): 1286 - 1296
    11/01/2019 Authors: Tong L; Wu H; Wang MD
  • A Translational Pipeline for Overall Survival Prediction of Breast Cancer Patients by Decision-Level Integration of Multi-Omics Data.
    Proceedings (IEEE Int Conf Bioinformatics Biomed) Volume: 2019 Page(s): 1573 - 1580
    11/01/2019 Authors: Mitchel J; Chatlin K; Tong L; Wang MD
  • Hybrid Modeling of Ebola Propagation.
    Volume: 2019 Page(s): 204 - 210
    10/01/2019 Authors: Tanade C; Pate N; Paljug E; Hoffman RA; Wang MD
  • Fusion in Breast Cancer Histology Classification.
    ACM BCB Volume: 2019 Page(s): 485 - 493
    09/01/2019 Authors: Vizcarra J; Place R; Tong L; Gutman D; Wang MD
  • Learning to Evaluate Color Similarity for Histopathology Images using Triplet Networks.
    ACM BCB Volume: 2019 Page(s): 466 - 474
    09/01/2019 Authors: Choudhary A; Wu H; Tong L; Wang MD
  • Improving Classification of Breast Cancer by Utilizing the Image Pyramids of Whole-Slide Imaging and Multi-Scale Convolutional Neural Networks.
    Proc COMPSAC Volume: 2019 Page(s): 696 - 703
    07/01/2019 Authors: Tong L; Sha Y; Wang MD
  • Feature Exploration and Causal Inference on Mortality of Epilepsy Patients Using Insurance Claims Data.
    Volume: 2019
    05/01/2019 Authors: Zhu Y; Wu H; Wang MD
  • Improved Prediction on Heart Transplant Rejection Using Convolutional Autoencoder and Multiple Instance Learning on Whole-Slide Imaging.
    Volume: 2019
    05/01/2019 Authors: Zhu Y; Wang MD; Tong L; Deshpande SR
  • Novel Data Imputation for Multiple Types of Missing Data in Intensive Care Units.
    IEEE J Biomed Health Inform Volume: 23 Page(s): 1243 - 1250
    05/01/2019 Authors: Venugopalan J; Chanani N; Maher K; Wang MD
  • Flexible operation of coal-fired power plant integrated with post combustion CO2 capture
    Volume: 158 Page(s): 4810 - 4815
    01/01/2019 Authors: Liao P; Wu X; Li Y; Wang M; Shen J; Sun B; Pan L
  • LncADeep: an ab initio lncRNA identification and functional annotation tool based on deep learning.
    Bioinformatics Volume: 34 Page(s): 3825 - 3834
    11/15/2018 Authors: Yang C; Yang L; Zhou M; Xie H; Zhang C; Wang MD; Zhu H
  • Intelligent Mortality Reporting With FHIR.
    IEEE J Biomed Health Inform Volume: 22 Page(s): 1583 - 1588
    09/01/2018 Authors: Hoffman RA; Wu H; Venugopalan J; Braun P; Wang MD
  • Improving Validity of Cause of Death on Death Certificates.
    Volume: 2018 Page(s): 178 - 183
    08/01/2018 Authors: Hoffman RA; Venugopalan J; Qu L; Wu H; Wang MD
  • Micro-Inversions In Human Cancer Genomes.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2018 Page(s): 1323 - 1326
    07/01/2018 Authors: Qu L; Zhu H; Wang M
  • Early Prediction of Sepsis in EMR Records Using Traditional ML Techniques and Deep Learning LSTM Networks.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2018 Page(s): 4038 - 4041
    07/01/2018 Authors: Saqib M; Sha Y; Wang MD
  • Discovery of Lipidome Alterations Following Traumatic Brain Injury via High-Resolution Metabolomics.
    J Proteome Res Volume: 17 Page(s): 2131 - 2143
    06/01/2018 Authors: Hogan SR; Phan JH; Alvarado-Velez M; Wang MD; Bellamkonda RV; Fernndez FM; LaPlaca MC
  • Prediction of Heart Transplant Rejection Using Histopathological Whole-Slide Imaging.
    IEEE EMBS Int Conf Biomed Health Inform Volume: 2018
    03/01/2018 Authors: Dooley AE; Tong L; Deshpande SR; Wang MD
  • Variance Regularized Counterfactual Risk Minimizationvia Variational Divergence Minimization.
    Proc Mach Learn Res Volume: 80 Page(s): 5353 - 5362
    01/01/2018 Authors: Wu H; Wang MD
  • A CFD Analysis of the Air Flow Through the Stirling Engine's Singularities
    Page(s): 271 - 287
    01/01/2018 Authors: Hachem H; Gheith R; Aloui F; Ben Nasrallah S; Wang M
  • Technical and Economic Analysis of Ionic Liquid-Based Post-combustion CO2 Capture Process
    Page(s): 1393 - 1411
    01/01/2018 Authors: Zacchello B; Oko E; Wang M; Aloui F
  • Optimal Operation of MEA-Based Post-Combustion Carbon Capture Process for Natural Gas Combined Cycle Power Plants
    Page(s): 1377 - 1391
    01/01/2018 Authors: Luo X; Wang M
  • Conventional and Advanced Exergy Analysis of Post-combustion CO2 Capture in the Context of Supercritical Coal-Fired Power Plant
    Page(s): 1235 - 1248
    01/01/2018 Authors: Olaleye AK; Wang M
  • Infer Cause of Death for Population Health Using Convolutional Neural Network.
    ACM BCB Volume: 2017 Page(s): 526 - 535
    08/01/2017 Authors: Wu H; Wang MD
  • Interpretable Predictions of Clinical Outcomes with An Attention-based Recurrent Neural Network.
    ACM BCB Volume: 2017 Page(s): 233 - 240
    08/01/2017 Authors: Sha Y; Wang MD
  • MotifMark: Finding regulatory motifs in DNA sequences.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2017 Page(s): 3890 - 3893
    07/01/2017 Authors: Hassanzadeh HR; Kolhe P; Isbell CL; Wang MD
  • 11C-PIB PET image analysis for Alzheimer's diagnosis using weighted voting ensembles.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2017 Page(s): 3914 - 3917
    07/01/2017 Authors: Wenjun Wu; Venugopalan J; Wang MD
  • Asthma Academy: Developing educational technology to improve Asthma medication adherence and intervention efficiency.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2017 Page(s): 1364 - 1367
    07/01/2017 Authors: Nair AS; DeMuth K; Chih-Wen Cheng; Wang MD
  • Combination of static and temporal data analysis to predict mortality and readmission in the intensive care.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2017 Page(s): 2570 - 2573
    07/01/2017 Authors: Venugopalan J; Chanani N; Maher K; Wang MD
  • DeepDeath: Learning to predict the underlying cause of death with Big Data.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2017 Page(s): 3373 - 3376
    07/01/2017 Authors: Hassanzadeh HR; Ying Sha; Wang MD
  • Refinement of Automated Whole Slide Image Analysis in Pediatric Heart Transplants
    Volume: 36 Page(s): S103 - S104
    04/01/2017 Authors: Bhatia AK; Tong L; Hoffman R; Wu P; Hassanzadeh HR; Wang MD; Deshpande SR
  • Mining standardized neurological signs and symptoms data for concussion identification.
    IEEE EMBS Int Conf Biomed Health Inform Volume: 2017
    02/01/2017 Authors: Venugopalan J; LaPlaca MC; Wang MD
  • Causes of death in the United States, 1999 to 2014.
    Volume: 2017
    02/01/2017 Authors: Jiang H; Wu H; Wang MD
  • Predicting Heart Rejection Using Histopathological Whole-Slide Imaging and Deep Neural Network with Dropout.
    IEEE EMBS Int Conf Biomed Health Inform Volume: 2017
    02/01/2017 Authors: Tong L; Hoffman R; Deshpande SR; Wang MD
  • Intelligent Mortality Reporting with FHIR.
    Volume: 2017 Page(s): 181 - 184
    02/01/2017 Authors: Hoffman RA; Wu H; Venugopalan J; Braun P; Wang MD
  • Improving Multi-class Classification for Endomicroscopic Images by Semi-supervised Learning.
    IEEE EMBS Int Conf Biomed Health Inform Volume: 2017
    02/01/2017 Authors: Wu H; Tong L; Wang MD
  • -Omic and Electronic Health Record Big Data Analytics for Precision Medicine.
    IEEE Trans Biomed Eng Volume: 64 Page(s): 263 - 273
    02/01/2017 Authors: Wu P-Y; Cheng C-W; Kaddi CD; Venugopalan J; Hoffman R; Wang MD
  • Models for Predicting Stage in Head and Neck Squamous Cell Carcinoma Using Proteomic and Transcriptomic Data.
    IEEE J Biomed Health Inform Volume: 21 Page(s): 246 - 253
    01/01/2017 Authors: Kaddi CD; Wang MD
  • Study of mass transfer correlations for intensified absorbers in post-combustion CO2 capture based on chemical absorption
    Volume: 114 Page(s): 1630 - 1636
    01/01/2017 Authors: Oko E; Wang M; Ramshaw C
  • Preliminary Performance Assessment of Intensified Stripper in Post-combustion Carbon Capture through Modelling and Simulation
    Volume: 114 Page(s): 1637 - 1642
    01/01/2017 Authors: Joel AS; Wang M
  • Review of dynamic modelling, system identification and control scheme in solvent-based post-combustion carbon capture process
    Volume: 142 Page(s): 3505 - 3510
    01/01/2017 Authors: Liao P; Li Y; Wang M; Wu X; Shen J
  • A Multi-Modal Graph-Based Semi-Supervised Pipeline for Predicting Cancer Survival.
    Volume: 2016 Page(s): 184 - 189
    12/01/2016 Authors: Hassanzadeh HR; Phan JH; Wang MD
  • DeeperBind: Enhancing Prediction of Sequence Specificities of DNA Binding Proteins.
    Volume: 2016 Page(s): 178 - 183
    12/01/2016 Authors: Hassanzadeh HR; Wang MD
  • Advanced Big Data Analytics for -Omic Data and Electronic Health Records: Toward Precision Medicine.
    IEEE Trans Biomed Eng
    10/10/2016 Authors: Wu P-Y; Cheng C-W; Kaddi C; Venugopalan J; Hoffman R; Wang MD
  • InterVisAR: An Interactive Visualization for Association Rule Search.
    ACM BCB Volume: 2016 Page(s): 175 - 184
    10/01/2016 Authors: Cheng C-W; Sha Y; Wang MD
  • A Novel Temporal Similarity Measure for Patients Based on Irregularly Measured Data in Electronic Health Records.
    ACM BCB Volume: 2016 Page(s): 337 - 344
    10/01/2016 Authors: Sha Y; Venugopalan J; Wang MD
  • Anticoagulation manager: development of a clinical decision support mobile application for management of anticoagulants.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2016 Page(s): 2582 - 2585
    08/01/2016 Authors: Chih-Wen Cheng; Hang Wu; Thompson PJ; Taylor JR; Zehnbauer BA; Wilson KK; Wang MD
  • Multi-view non-negative tensor factorization as relation learning in healthcare data.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2016 Page(s): 3325 - 3328
    08/01/2016 Authors: Hang Wu; Wang MD
  • Pan-cancer analysis for studying cancer stage using protein and gene expression data.
    Conf Proc IEEE Eng Med Biol Soc Volume: 2016 Page(s): 2440 - 2443
    08/01/2016 Authors: Mishra S; Kaddi CD; Wang MD; Mishra S; Kaddi CD; Wang MD; Mishra S; Kaddi CD; Wang MD
  • Pan-cancer analysis for studying cancer stage using protein and gene expression data.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2016 Page(s): 2440 - 2443
    08/01/2016 Authors: Mishra S; Kaddi CD; Wang MD
  • Integration of Multi-Modal Biomedical Data to Predict Cancer Grade and Patient Survival.
    IEEE EMBS Int Conf Biomed Health Inform Volume: 2016 Page(s): 577 - 580
    02/01/2016 Authors: Phan JH; Hoffman R; Kothari S; Wu P-Y; Wang MD
  • Evaluating the impact of sequencing error correction for RNA-seq data with ERCC RNA spike-in controls.
    Volume: 2016 Page(s): 74 - 77
    02/01/2016 Authors: Tong L; Yang C; Wu P-Y; Wang MD
  • Development of user-friendly and interactive data collection system for cerebral palsy.
    Volume: 2016 Page(s): 406 - 409
    02/01/2016 Authors: Raharjo I; Burns TG; Venugopalan J; Wang MD
  • PEPCOR - A Risk Prediction Model for Pediatric Intensive Care Units Utilizing Ventilator Days and Length of Stay.
    Volume: 2016 Page(s): 86 - 89
    02/01/2016 Authors: Pethiyagoda T; Chanani N; Cheng C; Wang MD
  • Automated Risk Prediction for Esophageal Optical Endomicroscopic Images.
    Volume: 2016 Page(s): 160 - 163
    02/01/2016 Authors: Kothari S; Wu H; Tong L; Woods KE; Wang MD
  • The Selection of Quantification Pipelines for Illumina RNA-seq Data Using a Subsampling Approach.
    IEEE EMBS Int Conf Biomed Health Inform Volume: 2016 Page(s): 78 - 81
    02/01/2016 Authors: Wu P-Y; Wang MD
  • DetectTLC: Automated Reaction Mixture Screening Utilizing Quantitative Mass Spectrometry Image Features.
    J Am Soc Mass Spectrom Volume: 27 Page(s): 359 - 365
    02/01/2016 Authors: Kaddi CD; Bennett RV; Paine MRL; Banks MD; Weber AL; Fernndez FM; Wang MD
  • Intraoperative Spectroscopy with Ultrahigh Sensitivity for Image-Guided Surgery of Malignant Brain Tumors.
    Anal Chem Volume: 88 Page(s): 858 - 867
    01/05/2016 Authors: Kairdolf BA; Bouras A; Kaluzova M; Sharma AK; Wang MD; Hadjipanayis CG; Nie S
  • In vivo use of hyperspectral imaging to develop a noncontact endoscopic diagnosis support system for malignant colorectal tumors.
    J Biomed Opt Volume: 21 Page(s): 16001
    01/01/2016 Authors: Han Z; Zhang A; Wang X; Sun Z; Wang MD; Xie T
  • Whole Reproductive System Non-Negative Matrix Factorization Mass Spectrometry Imaging of an Early-Stage Ovarian Cancer Mouse Model.
    PLoS One Volume: 11 Page(s): e0154837
    01/01/2016 Authors: Paine MRL; Kim J; Bennett RV; Parry RM; Gaul DA; Wang MD; Matzuk MM; Fernndez FM
  • A Review of Emerging Technologies for the Management of Diabetes Mellitus.
    IEEE Trans Biomed Eng Volume: 62 Page(s): 2735 - 2749
    12/01/2015 Authors: Zarkogianni K; Litsa E; Mitsis K; Wu P-Y; Kaddi CD; Cheng C-W; Wang MD; Nikita KS
  • Integration of multimodal RNA-seq data for prediction of kidney cancer survival.
    Proceedings (IEEE Int Conf Bioinformatics Biomed) Volume: 2015 Page(s): 1591 - 1595
    11/01/2015 Authors: Schwartzi M; Parkl M; Phanl JH; Wang MD
  • Developing Robust Predictive Models for Head and Neck Cancer across Microarray and RNA-seq Data.
    Volume: 2015 Page(s): 393 - 402
    09/01/2015 Authors: Kaddi CD; Coulter WH; Wang MD
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    Nanomedicine (Lond) Volume: 8 Page(s): 1323 - 1333
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    01/01/2009 Authors: Babu MM; Mori H
  • Automated Renal Cell Carcinoma Subtype Classification Using Morphological, Textural and Wavelets Based Features
    Page(s): 253 - 261
    01/01/2009 Authors: Chaudry Q; Raza SH; Young AN; Wang MD
  • AUTOMATED CELL COUNTING AND CLUSTER SEGMENTATION USING CONCAVITY DETECTION AND ELLIPSE FITTING TECHNIQUES.
    Volume: 2009 Page(s): 795 - 798
    01/01/2009 Authors: Kothari S; Chaudry Q; Wang MD
  • Improving the efficiency of biomarker identification using biological knowledge.
    Pac Symp Biocomput Page(s): 427 - 438
    01/01/2009 Authors: Phan JH; Yin-Goen Q; Young AN; Wang MD
  • Emerging translational bioinformatics: knowledge-guided biomarker identification for cancer diagnostics.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2009 Page(s): 4162 - 4165
    01/01/2009 Authors: Phan JH; Yin-Goen Q; Young AN; Wang MD
  • Deblurring molecular images using desorption electrospray ionization mass spectrometry.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2009 Page(s): 6731 - 6734
    01/01/2009 Authors: Parry R; Galhena AS; Fernandez FM; Wang MD
  • Quality control of highly multiplexed proteomic immunostaining with quantum dots: correcting for crosstalk.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2009 Page(s): 6739 - 6742
    01/01/2009 Authors: Moffitt RA; Caldwell ML; Liu T; Liu J; Nie S; Wang MD
  • Development of an automatic quantification method for cancer tissue microarray study.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2009 Page(s): 3665 - 3668
    01/01/2009 Authors: Sanders TH; Stokes TH; Moffitt RA; Chaudry Q; Parry R; Wang MD
  • Improving Renal Cell Carcinoma Classification by Automatic Region of Interest Selection.
    Volume: 2008
    10/01/2008 Authors: Chaudry Q; Raza SH; Sharma Y; Young AN; Wang MD
  • Using spiral intensity profile to quantify head and neck cancer.
    Volume: 2008
    10/01/2008 Authors: Kong KY; Shanna Y; Raza SH; Chen ZG; Muller S; Wang MD
  • Matrix Factorization Techniques for Analysis of Imaging Mass Spectrometry Data.
    Volume: 2008
    10/01/2008 Authors: Siy PW; Moffitt RA; Parry RM; Chen Y; Liu Y; Sullards MC; Merrill AH; Wang MD
  • Carcinoembryonic antigen as a vaccine target.
    Expert Rev Vaccines Volume: 7 Page(s): 987 - 993
    09/01/2008 Authors: Wang D; Rayani S; Marshall JL
  • ArrayWiki: an enabling technology for sharing public microarray data repositories and meta-analyses.
    BMC Bioinformatics Volume: 9 Suppl 6 Page(s): S18
    05/28/2008 Authors: Stokes TH; Torrance JT; Li H; Wang MD
  • Quantitative analysis of numerical solvers for oscillatory biomolecular system models.
    BMC Bioinformatics Volume: 9 Suppl 6 Page(s): S17
    05/28/2008 Authors: Quo CF; Wang MD
  • Nanometer-scale mapping and single-molecule detection with color-coded nanoparticle probes.
    Proc Natl Acad Sci U S A Volume: 105 Page(s): 3298 - 3303
    03/04/2008 Authors: Agrawal A; Deo R; Wang GD; Wang MD; Nie S
  • Renal epithelial neoplasms: diagnostic applications of gene expression profiling.
    Adv Anat Pathol Volume: 15 Page(s): 28 - 38
    01/01/2008 Authors: Young AN; Master VA; Paner GP; Wang MD; Amin MB
  • Combining multiple microarray studies using bootstrap meta-analysis.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2008 Page(s): 5660 - 5663
    01/01/2008 Authors: Barrett AB; Phan JH; Wang MD
  • An interactive visualization tool and data model for experimental design in systems biology.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2008 Page(s): 2423 - 2426
    01/01/2008 Authors: Kapoor S; Quo CF; Merrill AH; Wang MD
  • Quantitative metrics for bio-modeling algorithm selection.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2008 Page(s): 4613 - 4616
    01/01/2008 Authors: Kaddi C; Quo CF; Wang MD
  • PASuite: a preprocessing algorithm suite for cellular and molecular image classification in cancer diagnosis and treatment.
    Volume: 2008 Page(s): 3114 - 3117
    01/01/2008 Authors: Sharma Y; Raza SH; Kong KY; Chaudry Q; Muller S; Young AN; Chen ZG; Wang MD
  • A two dimensional simulation of microtubule dynamics
    Page(s): 406 - +
    01/01/2008 Authors: Kong KY; Marcus AI; Giannakakou P; Alberti C; Wang MD
  • An agent-based stochastic tumor model for predicting mitotic arrest drug response.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2008 Page(s): 5458 - 5461
    01/01/2008 Authors: Fox BM; Moffitt RA; Wang MD
  • In vivo tumor targeting and spectroscopic detection with surface-enhanced Raman nanoparticle tags.
    Nat Biotechnol Volume: 26 Page(s): 83 - 90
    01/01/2008 Authors: Qian X; Peng X-H; Ansari DO; Yin-Goen Q; Chen GZ; Shin DM; Yang L; Young AN; Wang MD; Nie S
  • Simple quantification of multiplexed quantum dot staining in clinical tissue samples.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2008 Page(s): 1907 - 1910
    01/01/2008 Authors: Caldwell ML; Moffitt RA; Liu J; Parry RM; Sharma Y; Wang MD
  • (Glyco)sphingolipidology: an amazing challenge and opportunity for systems biology.
    Trends Biochem Sci Volume: 32 Page(s): 457 - 468
    10/01/2007 Authors: Merrill AH; Wang MD; Park M; Sullards MC
  • Nanotechnology for targeted cancer therapy.
    Expert Rev Anticancer Ther Volume: 7 Page(s): 833 - 837
    06/01/2007 Authors: Wang MD; Shin DM; Simons JW; Nie S
  • The design and performance of the exubera pulmonary insulin delivery system.
    Diabetes Technol Ther Volume: 9 Suppl 1 Page(s): S16 - S27
    06/01/2007 Authors: Harper NJ; Gray S; De Groot J; Parker JM; Sadrzadeh N; Schuler C; Schumacher JD; Seshadri S; Smith AE; Steeno GS
  • chip artifact CORRECTion (caCORRECT): a bioinformatics system for quality assurance of genomics and proteomics array data.
    Ann Biomed Eng Volume: 35 Page(s): 1068 - 1080
    06/01/2007 Authors: Stokes TH; Moffitt RA; Phan JH; Wang MD
  • Web Structure Reorganization to Improve Web Navigation Efficiency

    01/01/2007 Authors: Wang M; Yen B
  • Relational Study of Information Technology and Production Management: - The Case of Closer Economic Partnership Arrangement (CEPA) between Mainland China and Hong Kong

    01/01/2007 Authors: Wang M; Yen B
  • Computational modeling of a metabolic pathway in ceramide de novo synthesis.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2007 Page(s): 1405 - 1408
    01/01/2007 Authors: Dhingra S; Freedenberg M; Quo CF; Merrill AH; Wang MD
  • Modified genetic algorithm for parameter selection of compartmental models.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2007 Page(s): 143 - 146
    01/01/2007 Authors: Shah NA; Moffitt RA; Wang MD
  • Improved bolstering error estimation for gene ranking.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2007 Page(s): 4633 - 4636
    01/01/2007 Authors: Huynh KNT; Phan JH; Vo TM; Wang MD
  • Reproducibility of differential gene detection across multiple microarray studies.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2007 Page(s): 4231 - 4234
    01/01/2007 Authors: Vo TM; Phan JH; Huynh KNT; Wang MD
  • Exploration of quantitative scoring metrics to compare systems biology modeling approaches.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2007 Page(s): 1121 - 1124
    01/01/2007 Authors: Kaddi C; Oden ED; Quo CF; Wang MD
  • Bioconjugated quantum dots for multiplexed and quantitative immunohistochemistry.
    Nat Protoc Volume: 2 Page(s): 1152 - 1165
    01/01/2007 Authors: Xing Y; Chaudry Q; Shen C; Kong KY; Zhau HE; Chung LW; Petros JA; O'Regan RM; Yezhelyev MV; Simons JW
  • Bio-nano-info integration for personalized medicine
    Page(s): 1452 - 1452
    01/01/2007 Authors: Jakobsson E; Wang MD; Molnar L
  • Extending microarray quality control and analysis algorithms to Illumina chip platform.
    Annu Int Conf IEEE Eng Med Biol Soc Volume: 2007 Page(s): 4637 - 4640
    01/01/2007 Authors: Stokes TH; Han X; Moffitt RA; Wang MD
  • Current trends in molecular classification of adult renal tumors.
    Urology Volume: 67 Page(s): 873 - 880
    05/01/2006 Authors: Young AN; Dale J; Yin-Goen Q; Harris WB; Petros JA; Datta MW; Wang MD; Marshall FF; Amin MB
  • Advances in molecular classification of renal neoplasms.
    Histol Histopathol Volume: 21 Page(s): 325 - 339
    03/01/2006 Authors: Yin-Goen Q; Dale J; Yang W-L; Phan J; Moffitt R; Petros JA; Datta MW; Amin MB; Wang MD; Young AN
  • Automatic microtubule tracking for QD-based in vivo cell imaging and drug efficacy study.
    Conf Proc IEEE Eng Med Biol Soc Volume: 2006 Page(s): 3321 - 3324
    01/01/2006 Authors: Kong KY; Marcus AI; Hong JY; Giannakakou P; Wang MD
  • Functional genomics and proteomics in the clinical neurosciences: data mining and bioinformatics.
    Prog Brain Res Volume: 158 Page(s): 83 - 108
    01/01/2006 Authors: Phan JH; Quo C-F; Wang MD
  • Selecting clinically-driven biomarkers for cancer nanotechnology.
    Conf Proc IEEE Eng Med Biol Soc Volume: 2006 Page(s): 3317 - 3320
    01/01/2006 Authors: Phan JH; Young AN; Wang MD
  • Bio-nano-informatics: An integrated information management system for personalized oncology
    Page(s): 6425 - +
    01/01/2006 Authors: Stokes TH; Phan J; Quo CF; Nie S; Wang MD
  • Detecting and quantifying biomarkers of risk for colorectal cancer using quantum dots and novel image analysis algorithms
    Page(s): 6401 - +
    01/01/2006 Authors: Bostick RM; Kong KY; Ahearn TU; Chaudry Q; Cohen V; Wang MD
  • Detecting and quantifying biomarkers of risk for colorectal cancer using quantum dots and novel image analysis algorithms.
    Conf Proc IEEE Eng Med Biol Soc Volume: 2006 Page(s): 3313 - 3316
    01/01/2006 Authors: Bostick RM; Kong KY; Ahearn TU; Chaudry Q; Cohen V; Wang MD
  • Selecting clinically-driven biomarkers for cancer nanotechnology
    Page(s): 6405 - +
    01/01/2006 Authors: Phan JH; Young AN; Wang MD
  • Automatic microtubule tracking for QD-Based in vivo cell imaging and drug efficacy study
    Page(s): 6420 - +
    01/01/2006 Authors: Kong KY; Marcus AI; Hong JY; Giannakakou P; Wang MD
  • Bio-nano-informatics: an integrated information management system for personalized oncology.
    Conf Proc IEEE Eng Med Biol Soc Volume: 2006 Page(s): 3325 - 3328
    01/01/2006 Authors: Stokes TH; Phan J; Quo CF; Nie S; Wang MD
  • Simulated microgravity using the Random Positioning Machine inhibits differentiation and alters gene expression profiles of 2T3 preosteoblasts.
    Am J Physiol Cell Physiol Volume: 288 Page(s): C1211 - C1221
    06/01/2005 Authors: Pardo SJ; Patel MJ; Sykes MC; Platt MO; Boyd NL; Sorescu GP; Xu M; van Loon JJWA; Wang MD; Jo H
  • Effect of outlier removal on gene marker selection using support vector machines.
    Conf Proc IEEE Eng Med Biol Soc Volume: 2006 Page(s): 917 - 920
    01/01/2005 Authors: Moffitt R; Phan J; Hemby S; Wang M
  • Nanomolecular histopathology for renal tumor classification.
    Conf Proc IEEE Eng Med Biol Soc Volume: 2006 Page(s): 723 - 726
    01/01/2005 Authors: Young A; Amin M; Petros J; Natan M; Nie S; Wang M
  • Development of a laboratory information system for cancer collaboration projects.
    Conf Proc IEEE Eng Med Biol Soc Volume: 2005 Page(s): 2859 - 2862
    01/01/2005 Authors: Quo CF; Wu B; Wang MD
  • Computationally predicting rate constants in pathway models.
    Conf Proc IEEE Eng Med Biol Soc Volume: 2005 Page(s): 5093 - 5096
    01/01/2005 Authors: Henning P; Moffitt R; Allegood J; Wang E; Merrill A; Wang M
  • Improvement of SVM Algorithm for Microarray Analysis Using Intelligent Parameter Selection.
    Volume: 2005 Page(s): 4838 - 4841
    01/01/2005 Authors: Phan J; Moffitt R; Dale J; Petros J; Young A; Wang M
  • Optically encoded nanoparticles for detecting single biomolecules and viruses: rapid analysis of two-color colocalization data by high-speed computing.
    Conf Proc IEEE Eng Med Biol Soc Volume: 2005 Page(s): 1739 - 1742
    01/01/2005 Authors: Wang G; Agrawal A; Nie S; Wang M
  • An integrated cancer biomarker information system.
    Volume: 2005 Page(s): 2851 - 2854
    01/01/2005 Authors: Feng W; Wu B; Phan J; Dale J; Wang M; Young A
  • GAVis: a Tool for Visualization and Control of Genetic Algorithms for -omic Data Analysis.
    Volume: 2005 Page(s): 2855 - 2858
    01/01/2005 Authors: Stokes T; Phan J; Feng W; Tuteja G; Wang M
  • Towards Analytical Approach to Effective Website Designs: A Framework for Modeling, Evaluation and Enhancement
    Page(s): 933 - 950
    01/01/2005 Authors: Yen B; Hu PJ-H; Wang M
  • EGOMiner: a comprehensive genomics and proteomics data analysis and biological function interpretation system.
    Conf Proc IEEE Eng Med Biol Soc Volume: 2004 Page(s): 2809 - 2812
    01/01/2004 Authors: Feng W; Henning P; Wang MD
  • Dynamic pathway modeling of sphingolipid metabolism.
    Conf Proc IEEE Eng Med Biol Soc Volume: 2004 Page(s): 2913 - 2916
    01/01/2004 Authors: Henning PA; Merrill AH; Wang MD
  • Segmentation of bionano images for understanding cell dynamics.
    Conf Proc IEEE Eng Med Biol Soc Volume: 2004 Page(s): 1759 - 1762
    01/01/2004 Authors: Mukewar P; Wang G; Henning P; Bao G; Wang M
  • Comparative study of microarray data for cancer research.
    Conf Proc IEEE Eng Med Biol Soc Volume: 2004 Page(s): 2960 - 2963
    01/01/2004 Authors: Phan JH; Quo CF; Wang MD
  • Development of gene ontology tool for biological interpretation of genomic and proteomic data.
    AMIA Annu Symp Proc Volume: 2003 Page(s): 839
    01/01/2003 Authors: Feng W; Wang G; Zeeberg BR; Guo K; Fojo AT; Kane DW; Reinhold WC; Lababidi S; Weinstein JN; Wang MD
  • Development of a biomedical imaging informatics system for diagnosis and treatment planning.
    AMIA Annu Symp Proc Volume: 2003 Page(s): 1045
    01/01/2003 Authors: Wang G; Wang MD
  • GoMiner: a resource for biological interpretation of genomic and proteomic data.
    Genome Biol Volume: 4 Page(s): R28
    01/01/2003 Authors: Zeeberg BR; Feng W; Wang G; Wang MD; Fojo AT; Sunshine M; Narasimhan S; Kane DW; Reinhold WC; Lababidi S
  • Does estrogen facilitate social behavior by reducing anxiety?
    Ann N Y Acad Sci Volume: 807 Page(s): 541 - 542
    01/15/1997 Authors: McCarthy MM; Schwartz-Giblin S; Wang SM
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