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Author Details
Full Name
Umit Topaloglu
Affiliation
Wake Forest School of Medicine
ORCID
Career Start Year
1996
Papers
80
H Index
22
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
36799548
NIH HEAL Clinical Data Elements (CDE) implementation: NIH HEAL Initiative IMPOWR network IDEA-CC.
Pain Med
2023
38023147
Use of comprehensive genomic profiling for biomarker discovery for the management of non-small cell lung cancer brain metastases.
Front Oncol
2023
38057320
Sample 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 J
2023
38055914
Cancer Informatics for Cancer Centers: Sharing Ideas on How to Build an Artificial Intelligence-Ready Informatics Ecosystem for Radiation Oncology.
JCO Clin Cancer Inform
2023
37345039
Transfer Learning Approach to Vascular Permeability Changes in Brain Metastasis Post-Whole-Brain Radiotherapy.
Cancers (Basel)
2023
36973365
Prognostic Mutational Signatures of NSCLC Patients treated with chemotherapy, immunotherapy and chemoimmunotherapy.
NPJ Precis Oncol
2023
36773459
Modulation of oxidative phosphorylation and mitochondrial biogenesis by cigarette smoke influence the response to immune therapy in NSCLC patients.
Lung Cancer
2023
36626203
Adaptation of a Personalized Electronic Care Planning Tool for Cancer Follow-up Care: Formative Study.
JMIR Form Res
2023
36799548
NIH HEAL Clinical Data Elements (CDE) implementation: NIH HEAL Initiative IMPOWR network IDEA-CC.
Pain Med
2023
36847455
Michigan body map: connecting the NIH HEAL IMPOWR network to the HEAL ecosystem.
Pain Med
2023
38023147
Use of comprehensive genomic profiling for biomarker discovery for the management of non-small cell lung cancer brain metastases.
Front Oncol
2023
38057320
Sample 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 J
2023
38055914
Cancer Informatics for Cancer Centers: Sharing Ideas on How to Build an Artificial Intelligence-Ready Informatics Ecosystem for Radiation Oncology.
JCO Clin Cancer Inform
2023
37345039
Transfer Learning Approach to Vascular Permeability Changes in Brain Metastasis Post-Whole-Brain Radiotherapy.
Cancers (Basel)
2023
36973365
Prognostic Mutational Signatures of NSCLC Patients treated with chemotherapy, immunotherapy and chemoimmunotherapy.
NPJ Precis Oncol
2023
36626203
Adaptation of a Personalized Electronic Care Planning Tool for Cancer Follow-up Care: Formative Study.
JMIR Form Res
2023
36847455
Michigan body map: connecting the NIH HEAL IMPOWR network to the HEAL ecosystem.
Pain Med
2023
36773459
Modulation of oxidative phosphorylation and mitochondrial biogenesis by cigarette smoke influence the response to immune therapy in NSCLC patients.
Lung Cancer
2023
34962505
Association Between Immune Dysfunction and COVID-19 Breakthrough Infection After SARS-CoV-2 Vaccination in the US.
JAMA Intern Med
2022
36247085
Patient-reported outcomes via electronic health record portal versus telephone: a pragmatic randomized pilot trial of anxiety or depression symptoms in epilepsy.
JAMIA Open
2022
35461327
Exosomal miR-4466 from nicotine-activated neutrophils promotes tumor cell stemness and metabolism in lung cancer metastasis.
Oncogene
2022
35640977
VOC-alarm: mutation-based prediction of SARS-CoV-2 variants of concern.
Bioinformatics
2022
35854733
Applying FHIR Genomics for Research - From Sequencing to Database.
AMIA Jt Summits Transl Sci Proc
2022
36419451
A transformer-based deep-learning approach for classifying brain metastases into primary organ sites using clinical whole-brain MRI images.
Patterns (N Y)
2022
37448456
Guiding principles for technical infrastructure to support computable biomedical knowledge.
Learn Health Syst
2022
34962505
Association Between Immune Dysfunction and COVID-19 Breakthrough Infection After SARS-CoV-2 Vaccination in the US.
JAMA Intern Med
2022
35286152
Risk and Outcome of Breakthrough COVID-19 Infections in Vaccinated Patients With Cancer: Real-World Evidence From the National COVID Cohort Collaborative.
J Clin Oncol
2022
35640977
VOC-alarm: mutation-based prediction of SARS-CoV-2 variants of concern.
Bioinformatics
2022
35461327
Exosomal miR-4466 from nicotine-activated neutrophils promotes tumor cell stemness and metabolism in lung cancer metastasis.
Oncogene
2022
35854733
Applying FHIR Genomics for Research - From Sequencing to Database.
AMIA Jt Summits Transl Sci Proc
2022
37448456
Guiding principles for technical infrastructure to support computable biomedical knowledge.
Learn Health Syst
2022
36419451
A transformer-based deep-learning approach for classifying brain metastases into primary organ sites using clinical whole-brain MRI images.
Patterns (N Y)
2022
36247085
Patient-reported outcomes via electronic health record portal versus telephone: a pragmatic randomized pilot trial of anxiety or depression symptoms in epilepsy.
JAMIA Open
2022
35286152
Risk and Outcome of Breakthrough COVID-19 Infections in Vaccinated Patients With Cancer: Real-World Evidence From the National COVID Cohort Collaborative.
J Clin Oncol
2022
33411624
Cloud-Based Federated Learning Implementation Across Medical Centers.
JCO Clin Cancer Inform
2021
33791733
Challenges in defining Long COVID: Striking differences across literature, Electronic Health Records, and patient-reported information.
medRxiv
2021
34206538
Prevalence of DNA Repair Gene Mutations in Blood and Tumor Tissue and Impact on Prognosis and Treatment in HNSCC.
Cancers (Basel)
2021
34042773
Evaluating Site-Level Implementations of the HL7 FHIR Standard to Support eSource Data Exchange in Clinical Research.
Stud Health Technol Inform
2021
33989015
What Oncologists Want: Identifying Challenges and Preferences on Diagnosis Data Entry to Reduce EHR-Induced Burden and Improve Clinical Data Quality.
JCO Clin Cancer Inform
2021
33936420
Evaluating 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 Proc
2021
34085538
Outcomes of COVID-19 in Patients With Cancer: Report From the National COVID Cohort Collaborative (N3C).
J Clin Oncol
2021
33098199
The Prognostic and Therapeutic Value of the Mutational Profile of Blood and Tumor Tissue in Head and Neck Squamous Cell Carcinoma.
Oncologist
2021
33411624
Cloud-Based Federated Learning Implementation Across Medical Centers.
JCO Clin Cancer Inform
2021
33107184
SMARCA4 mutations in KRAS-mutant lung adenocarcinoma: a multi-cohort analysis.
Mol Oncol
2021
34623872
Reply to K. Takada et al.
J Clin Oncol
2021
35036547
Creating learning health systems and the emerging role of biomedical informatics.
Learn Health Syst
2021
34830888
Relationship between Tumor Mutational Burden, PD-L1, Patient Characteristics, and Response to Immune Checkpoint Inhibitors in Head and Neck Squamous Cell Carcinoma.
Cancers (Basel)
2021
34693280
In the Pursuit of Privacy: The Promises and Predicaments of Federated Learning in Healthcare.
Front Artif Intell
2021
33791733
Challenges in defining Long COVID: Striking differences across literature, Electronic Health Records, and patient-reported information.
medRxiv
2021
35036547
Creating learning health systems and the emerging role of biomedical informatics.
Learn Health Syst
2021
1 - 50 of 160
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