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Author Details

Umit Topaloglu
Wake Forest School of Medicine
1996
80
22
PMIDPaper TitleJournal TitlePublished Year
36799548NIH HEAL Clinical Data Elements (CDE) implementation: NIH HEAL Initiative IMPOWR network IDEA-CC.Pain Med2023
38023147Use of comprehensive genomic profiling for biomarker discovery for the management of non-small cell lung cancer brain metastases.Front Oncol2023
38057320Sample average treatment effect on the treated (SATT) analysis using counterfactual explanation identifies BMT and SARS-CoV-2 vaccination as protective risk factors associated with COVID-19 severity and survival in patients with multiple myeloma.Blood Cancer J2023
38055914Cancer Informatics for Cancer Centers: Sharing Ideas on How to Build an Artificial Intelligence-Ready Informatics Ecosystem for Radiation Oncology.JCO Clin Cancer Inform2023
37345039Transfer Learning Approach to Vascular Permeability Changes in Brain Metastasis Post-Whole-Brain Radiotherapy.Cancers (Basel)2023
36973365Prognostic Mutational Signatures of NSCLC Patients treated with chemotherapy, immunotherapy and chemoimmunotherapy.NPJ Precis Oncol2023
36773459Modulation of oxidative phosphorylation and mitochondrial biogenesis by cigarette smoke influence the response to immune therapy in NSCLC patients.Lung Cancer2023
36626203Adaptation of a Personalized Electronic Care Planning Tool for Cancer Follow-up Care: Formative Study.JMIR Form Res2023
36799548NIH HEAL Clinical Data Elements (CDE) implementation: NIH HEAL Initiative IMPOWR network IDEA-CC.Pain Med2023
36847455Michigan body map: connecting the NIH HEAL IMPOWR network to the HEAL ecosystem.Pain Med2023
38023147Use of comprehensive genomic profiling for biomarker discovery for the management of non-small cell lung cancer brain metastases.Front Oncol2023
38057320Sample average treatment effect on the treated (SATT) analysis using counterfactual explanation identifies BMT and SARS-CoV-2 vaccination as protective risk factors associated with COVID-19 severity and survival in patients with multiple myeloma.Blood Cancer J2023
38055914Cancer Informatics for Cancer Centers: Sharing Ideas on How to Build an Artificial Intelligence-Ready Informatics Ecosystem for Radiation Oncology.JCO Clin Cancer Inform2023
37345039Transfer Learning Approach to Vascular Permeability Changes in Brain Metastasis Post-Whole-Brain Radiotherapy.Cancers (Basel)2023
36973365Prognostic Mutational Signatures of NSCLC Patients treated with chemotherapy, immunotherapy and chemoimmunotherapy.NPJ Precis Oncol2023
36626203Adaptation of a Personalized Electronic Care Planning Tool for Cancer Follow-up Care: Formative Study.JMIR Form Res2023
36847455Michigan body map: connecting the NIH HEAL IMPOWR network to the HEAL ecosystem.Pain Med2023
36773459Modulation of oxidative phosphorylation and mitochondrial biogenesis by cigarette smoke influence the response to immune therapy in NSCLC patients.Lung Cancer2023
34962505Association Between Immune Dysfunction and COVID-19 Breakthrough Infection After SARS-CoV-2 Vaccination in the US.JAMA Intern Med2022
36247085Patient-reported outcomes via electronic health record portal versus telephone: a pragmatic randomized pilot trial of anxiety or depression symptoms in epilepsy.JAMIA Open2022
35461327Exosomal miR-4466 from nicotine-activated neutrophils promotes tumor cell stemness and metabolism in lung cancer metastasis.Oncogene2022
35640977VOC-alarm: mutation-based prediction of SARS-CoV-2 variants of concern.Bioinformatics2022
35854733Applying FHIR Genomics for Research - From Sequencing to Database.AMIA Jt Summits Transl Sci Proc2022
36419451A transformer-based deep-learning approach for classifying brain metastases into primary organ sites using clinical whole-brain MRI images.Patterns (N Y)2022
37448456Guiding principles for technical infrastructure to support computable biomedical knowledge.Learn Health Syst2022
34962505Association Between Immune Dysfunction and COVID-19 Breakthrough Infection After SARS-CoV-2 Vaccination in the US.JAMA Intern Med2022
35286152Risk and Outcome of Breakthrough COVID-19 Infections in Vaccinated Patients With Cancer: Real-World Evidence From the National COVID Cohort Collaborative.J Clin Oncol2022
35640977VOC-alarm: mutation-based prediction of SARS-CoV-2 variants of concern.Bioinformatics2022
35461327Exosomal miR-4466 from nicotine-activated neutrophils promotes tumor cell stemness and metabolism in lung cancer metastasis.Oncogene2022
35854733Applying FHIR Genomics for Research - From Sequencing to Database.AMIA Jt Summits Transl Sci Proc2022
37448456Guiding principles for technical infrastructure to support computable biomedical knowledge.Learn Health Syst2022
36419451A transformer-based deep-learning approach for classifying brain metastases into primary organ sites using clinical whole-brain MRI images.Patterns (N Y)2022
36247085Patient-reported outcomes via electronic health record portal versus telephone: a pragmatic randomized pilot trial of anxiety or depression symptoms in epilepsy.JAMIA Open2022
35286152Risk and Outcome of Breakthrough COVID-19 Infections in Vaccinated Patients With Cancer: Real-World Evidence From the National COVID Cohort Collaborative.J Clin Oncol2022
33411624Cloud-Based Federated Learning Implementation Across Medical Centers.JCO Clin Cancer Inform2021
33791733Challenges in defining Long COVID: Striking differences across literature, Electronic Health Records, and patient-reported information.medRxiv2021
34206538Prevalence of DNA Repair Gene Mutations in Blood and Tumor Tissue and Impact on Prognosis and Treatment in HNSCC.Cancers (Basel)2021
34042773Evaluating Site-Level Implementations of the HL7 FHIR Standard to Support eSource Data Exchange in Clinical Research.Stud Health Technol Inform2021
33989015What Oncologists Want: Identifying Challenges and Preferences on Diagnosis Data Entry to Reduce EHR-Induced Burden and Improve Clinical Data Quality.JCO Clin Cancer Inform2021
33936420Evaluating the Coverage of the HL7 <sup><i>®</i></sup> FHIR <sup><i>®</i></sup> Standard to Support eSource Data Exchange Implementations for use in Multi-Site Clinical Research Studies.AMIA Annu Symp Proc2021
34085538Outcomes of COVID-19 in Patients With Cancer: Report From the National COVID Cohort Collaborative (N3C).J Clin Oncol2021
33098199The Prognostic and Therapeutic Value of the Mutational Profile of Blood and Tumor Tissue in Head and Neck Squamous Cell Carcinoma.Oncologist2021
33411624Cloud-Based Federated Learning Implementation Across Medical Centers.JCO Clin Cancer Inform2021
33107184SMARCA4 mutations in KRAS-mutant lung adenocarcinoma: a multi-cohort analysis.Mol Oncol2021
34623872Reply to K. Takada et al.J Clin Oncol2021
35036547Creating learning health systems and the emerging role of biomedical informatics.Learn Health Syst2021
34830888Relationship between Tumor Mutational Burden, PD-L1, Patient Characteristics, and Response to Immune Checkpoint Inhibitors in Head and Neck Squamous Cell Carcinoma.Cancers (Basel)2021
34693280In the Pursuit of Privacy: The Promises and Predicaments of Federated Learning in Healthcare.Front Artif Intell2021
33791733Challenges in defining Long COVID: Striking differences across literature, Electronic Health Records, and patient-reported information.medRxiv2021
35036547Creating learning health systems and the emerging role of biomedical informatics.Learn Health Syst2021
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Collaborators

Co-authored papers 8
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College of Medicine, University of Florida
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University of Washington School of Medicine
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University of Arkansas at Little Rock
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Rutgers Robert Wood Johnson Medical School
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University of Texas Health
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Prostate Cancer Research Center, Tampere University and Tays Cancer Center
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Harvard Medical School
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Brown University, Brown University Warren Alpert Medical School, Dartmouth-Hitchcock Medical Center, Harvard School of Public Health, Johns Hopkins Medicine, Mayo Clinic Minnesota
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University of Arkansas for Medical Sciences
Co-authored papers 2
Dalhousie University
Co-authored papers 1
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Adult and Child Center for Outcomes Research and Delivery Science
Co-authored papers 1
William S. Middleton Memorial Veterans' Hospital
Co-authored papers 1
College of Medicine, University of Arkansas for Medical Sciences
Co-authored papers 1
University of Alabama at Birmingham
Co-authored papers 1
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University of Washington
Co-authored papers 1
Columbia University
Co-authored papers 1
Wake Forest University School of Medicine
Co-authored papers 1
Benaroya Research Institute at Virginia Mason
Co-authored papers 1
Virginia Commonwealth University
Co-authored papers 1
University of Minnesota
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Rensselaer Polytechnic Institute
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University of Chicago
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Comprehensive Cancer Center of Wake Forest Baptist Health, Medical Center Boulevard
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