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Polley, Eric
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overview Director, Biostatistics Laboratory Eric Polley, PhD is an Associate Professor in the Department of Public Health Sciences at The University of Chicago where he is the faculty director for the Data Science concentration in the Master of Public Health program. Dr. Polley was previously an Assistant Professor of Biostatistics in the Department of Quantitative Health Sciences at Mayo Clinic (2015-2021) and a mathematical statistician in the Biometric Research Branch at the U.S. National Cancer Institute (2012-2015). Dr. Polley received his PhD in biostatistics from the University of California, Berkeley in 2010. With Mark van der Laan, they developed the Super Learner ensemble prediction methodology. His research area involves the development and evaluation of prediction methods, innovative methods for diagnostic and prognostic prediction, and precision medicine clinical trial design.
One or more keywords matched the following items that are connected to Polley, Eric
Item TypeName
Concept Neurofibromin 1
Academic Article A case-only study to identify genetic modifiers of breast cancer risk for BRCA1/BRCA2 mutation carriers.
Academic Article Associations Between Cancer Predisposition Testing Panel Genes and Breast Cancer.
Academic Article Automatic Deep Learning Semantic Segmentation of Ultrasound Thyroid Cineclips Using Recurrent Fully Convolutional Networks.
Academic Article Association between clot composition and stroke origin in mechanical thrombectomy patients: analysis of the Stroke Thromboembolism Registry of Imaging and Pathology.
Academic Article A Population-Based Study of Genes Previously Implicated in Breast Cancer.
Academic Article Does Body Position Affect Ultrasound Measurements of Bladder-Wall Elasticity?
Academic Article Characterizing thrombus with multiple red blood cell compositions by optical coherence tomography attenuation coefficient.
Academic Article Individualized-thresholding Shear Wave Elastography combined with clinical factors improves specificity in discriminating breast masses.
Academic Article Effect of Germline Mutations in Homologous Recombination Repair Genes on Overall Survival of Patients with Pancreatic Adenocarcinoma.
Academic Article Pathogenic Variants in Cancer Predisposition Genes and Prostate Cancer Risk in Men of African Ancestry.
Academic Article Mutation prevalence tables for hereditary cancer derived from multigene panel testing.
Academic Article Prediction of the functional impact of missense variants in BRCA1 and BRCA2 with BRCA-ML.
Academic Article Evaluation of Germline Genetic Testing Criteria in a Hospital-Based Series of Women With Breast Cancer.
Academic Article Super Learner for Survival Data Prediction.
Academic Article The Contribution of Germline Predisposition Gene Mutations to Clinical Subtypes of Invasive Breast Cancer From a Clinical Genetic Testing Cohort.
Academic Article Author Correction: Interaction between the microbiome and TP53 in human lung cancer.
Academic Article A clinical guide to hereditary cancer panel testing: evaluation of gene-specific cancer associations and sensitivity of genetic testing criteria in a cohort of 165,000 high-risk patients.
Academic Article Mutations in BRCA1/2 and Other Panel Genes in Patients With Metastatic Breast Cancer -Association With Patient and Disease Characteristics and Effect on Prognosis.
Academic Article Strong functional data for pathogenicity or neutrality classify BRCA2 DNA-binding-domain variants of uncertain significance.
Academic Article Two-stage deep learning model for fully automated pancreas segmentation on computed tomography: Comparison with intra-reader and inter-reader reliability at full and reduced radiation dose on an external dataset.
Academic Article Racial and Ethnic Differences in Multigene Hereditary Cancer Panel Test Results for Women With Breast Cancer.
Academic Article Contribution of Germline Predisposition Gene Mutations to Breast Cancer Risk in African American Women.
Academic Article Combined Associations of a Polygenic Risk Score and Classical Risk Factors With Breast Cancer Risk.
Academic Article Predictive value of comb-push ultrasound shear elastography for the differentiation of reactive and metastatic axillary lymph nodes: A preliminary investigation.
Academic Article Assessment of MRI-detected lesions on screening tomosynthesis in patients with newly diagnosed breast cancer.
Academic Article Classification of variants of uncertain significance in BRCA1 and BRCA2 using personal and family history of cancer from individuals in a large hereditary cancer multigene panel testing cohort.
Academic Article Molecular Profiling-Based Assignment of Cancer Therapy (NCI-MPACT): A Randomized Multicenter Phase II Trial.
Academic Article Early assessment of shear wave elastography parameters foresees the response to neoadjuvant chemotherapy in patients with invasive breast cancer.
Academic Article Differential Contribution of ASPECTS Regions to Clinical Outcome after Thrombectomy for Acute Ischemic Stroke.
Academic Article Author Correction: A case-only study to identify genetic modifiers of breast cancer risk for BRCA1/BRCA2 mutation carriers.
Academic Article Prediction of Invasive Breast Cancer Using Mass Characteristic Frequency and Elasticity in Correlation with Prognostic Histologic Features and Immunohistochemical Biomarkers.
Academic Article Adipose tissue macrophage populations and inflammation are associated with systemic inflammation and insulin resistance in obesity.
Academic Article Comparison of the Prevalence of Pathogenic Variants in Cancer Susceptibility Genes in Black Women and Non-Hispanic White Women With Breast Cancer in the United States.
Academic Article Preserved skeletal muscle oxidative capacity in older adults despite decreased cardiorespiratory fitness with ageing.
Academic Article Risk of Breast Cancer Among Carriers of Pathogenic Variants in Breast Cancer Predisposition Genes Varies by Polygenic Risk Score.
Academic Article Relationships Between Time-at-Bedside During Hospital Ward Rounds, Clinician-Patient Agreement, and Patient Experience.
Academic Article A molecular pathology, neurobiology, biochemical, genetic and neuroimaging study of progressive apraxia of speech.
Academic Article Risk of Late-Onset Breast Cancer in Genetically Predisposed Women.
Academic Article Quantitative Biomarkers for Cancer Detection Using Contrast-Free Ultrasound High-Definition Microvessel Imaging: Fractal Dimension, Murray's Deviation, Bifurcation Angle & Spatial Vascularity Pattern.
Academic Article Real-world Cardiovascular Outcomes Associated With Degarelix vs Leuprolide for Prostate Cancer Treatment.
Academic Article Germline Pathogenic Variants in Cancer Predisposition Genes Among Women With Invasive Lobular Carcinoma of the Breast.
Academic Article Alterations of human skin microbiome and expansion of antimicrobial resistance after systemic antibiotics.
Academic Article Breast Cancer Screening Strategies for Women With ATM, CHEK2, and PALB2 Pathogenic Variants: A Comparative Modeling Analysis.
Academic Article Ultrasound high-definition microvasculature imaging with novel quantitative biomarkers improves breast cancer detection accuracy.
Academic Article An integrative model for the comprehensive classification of BRCA1 and BRCA2 variants of uncertain clinical significance.
Academic Article Classification of BRCA2 Variants of Uncertain Significance (VUS) Using an ACMG/AMP Model Incorporating a Homology-Directed Repair (HDR) Functional Assay.
Academic Article Dismissal disagreement and discharge delays: Associations of patient-clinician plan of care agreement with discharge outcomes.
Academic Article Emulating the GRADE trial using real world data: retrospective comparative effectiveness study.
Academic Article Contralateral Breast Cancer Risk Among Carriers of Germline Pathogenic Variants in ATM, BRCA1, BRCA2, CHEK2, and PALB2.
Academic Article Association of the CHEK2 c.1100delC variant, radiotherapy, and systemic treatment with contralateral breast cancer risk and breast cancer-specific survival.
Academic Article Identifying treatment heterogeneity in atrial fibrillation using a novel causal machine learning method.
Academic Article Association of the CHEK2 c.1100delC variant, radiotherapy, and systemic treatment with contralateral breast cancer risk and breast cancer-specific survival.
Academic Article Clot composition and recanalization outcomes in mechanical thrombectomy.
Academic Article Functional and Clinical Characterization of Variants of Uncertain Significance Identifies a Hotspot for Inactivating Missense Variants in RAD51C.
Academic Article Intermuscular Coherence in Spinocerebellar Ataxias 3 and 6: a Preliminary Study.
Academic Article Targeted Investigational Oncology Agents in the NCI-60: A Phenotypic Systems-based Resource.
Academic Article Comparative effectiveness of second line glucose lowering drug treatments using real world data: emulation of a target trial.
Academic Article Assessing the use of observational methods and real-world data to emulate ongoing randomized controlled trials.
Academic Article Electronic Health Records (EHRs) Can Identify Patients at High Risk of Fracture but Require Substantial Race Adjustments to Currently Available Fracture Risk Calculators.
Academic Article Signal processing and machine learning with transdermal alcohol concentration to predict natural environment alcohol consumption.
Academic Article Functional analysis and clinical classification of 462 germline BRCA2 missense variants affecting the DNA binding domain.
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