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Results for Data Modeling

1 - 10 of 235

Adam C. Resnick, PhD
Adam C. Resnick

Dr. Resnick's research focuses on the cell signaling mechanisms of oncogenesis and tumor progression in brain tumors. He studies signaling cascades and alterations to elucidate the molecular and genetic underpinnings in order to develop targeted therapies. As co-director of the Center of Data-Driven Discovery in Biomedicine, he leads a multidisciplinary team building and supporting a scalable, patient-focused healthcare and educational discovery ecosystem.

E-mail:
resnick [at] chop.edu
Jing Huang, PhD
Jing Huang

Dr. Huang works on methodology development to understand the dynamics of disease activities and inform health management using multivariate longitudinal health data. She also works on data integration in Clinical Research Networks.

E-mail:
huangj5 [at] chop.edu
Fuchiang (Rich) Tsui, PhD, FAMIA
Fuchiang (Rich) Tsui

Dr. Tsui's research interests include clinical informatics, natural language processing, artificial intelligence and machine learning, population informatics, data science, signal processing, mobile healthcare, and large real-time clinical production systems. He's published over 100 peer-reviewed papers.

E-mail:
tsuif [at] chop.edu
Jarcy Zee, PhD
Jarcy Zee, PhD

Dr. Zee's statistical methods research includes topics in survival analysis, measurement error, observational data methods, and machine learning. Her clinical research is focused on kidney disease, specifically in clinical and pathology markers of glomerular and chronic kidney disease progression.

E-mail:
zeej [at] chop.edu
Marni J. Falk, MD
Marni J. Falk

Dr. Falk is a Clinical Geneticist who serves as executive director of the Mitochondrial Medicine Frontier Program. Her translational research lab investigates the causes and global metabolic consequences of mitochondrial disease, as well as targeted therapies, in C. elegans, zebrafish, mouse, and human tissue models of genetic-based respiratory chain dysfunction.

E-mail:
falkm [at] chop.edu
Allan F. Simpao, MD, MBI
Allan F. Simpao

Dr. Simpao, a pediatric anesthesiologist and clinical informatician, has a strong track record of innovation and research. He's led projects that use visual analytics and machine learning models to derive insights and predict outcomes using large healthcare data sets.

E-mail:
simpaoa [at] chop.edu
Di Shu, PhD
Di Shu, PhD

Dr. Shu's research focuses on developing and applying suitable statistical methods for assessing comparative safety and effectiveness of medical products.

E-mail:
shud [at] chop.edu
Kai Tan, PhD
Kai Tan

Dr. Tan studies transcriptional regulation during normal development and disease. This involves the interplay of multiple transcription and epigenetic factors in a 3D chromosomal environment. Using experimental genomics and computational modeling, Dr. Tan investigates transcriptional regulatory networks underlying embryonic hematopoiesis, T cell differentiation, and pediatric leukemia.

E-mail:
tank1 [at] chop.edu
Justine Shults, PhD, MS
Justine Shults

Dr. Shults works to develop statistical methods for longitudinal data that include semi-parametric approaches to account for subject/cluster level associations and maximum likelihood-based approaches for simulation and analysis of discrete longitudinal outcomes that may have overdispersion.

E-mail:
shultsj [at] chop.edu
Kelly D. Getz, PhD, MPH
Kelly D. Getz

Dr. Getz develops and applies advanced methods to enable epidemiologic research that aims to optimize the treatment and supportive care of children with cancer by balancing the therapeutic benefits and toxicity risks with an emphasis in cardio-oncology.

E-mail:
getzk [at] chop.edu
1 - 10 of 235

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In this section

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  • PolicyLab (30)
  • Department of Biomedical and Health Informatics (23)
  • Department of Pediatrics (21)
  • Center for Injury Research and Prevention (20)
  • Center for Autism Research (18)
  • Center for Applied Genomics (15)
  • Center for Pediatric Clinical Effectiveness (15)
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  • Raymond G. Perelman Center for Cellular and Molecular Therapeutics (13)
  • Center for Childhood Cancer Research (12)
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  • Inflammatory Bowel Disease Center (3)
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  • Vaccine and Treatment Evaluation Unit (2)
  • Bailis Laboratory (1)
  • Beckwith-Wiedemann Syndrome Program of Excellence (1)
  • Bernt Laboratory (1)
  • Bhoj Laboratory (1)
  • Brain-Gene-Development Lab (1)
  • Brodeur Laboratory (1)
  • Cell and Gene Therapy Collaborative (1)
  • Center for Applied Genomics Laboratory (1)
  • Center for Pediatric Airway Disorders (1)
  • Chronic Kidney Disease in Children Study (1)
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  • Comprehensive Center for the Cure of Sickle Cell Disease and Other Red Blood Cell Disorders (1)
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  • DBHi Bioinformatics (1)
  • DBHi Clinical Decision Support (1)
  • Division of Developmental and Behavioral Pediatrics (1)
  • Division of Neuroradiology (1)
  • Division of Neurosurgery (1)
  • Division of Protective Immunity (1)
  • eMERGE (1)
  • Fetal Biology and Therapy Research Affinity Group (1)
  • Feudtner Laboratory (1)
  • Food Allergy Center (1)
  • Friedreich’s Ataxia Center of Excellence (1)
  • Grant Laboratory (1)
  • Hamilton Laboratory (1)
  • Innovation Ecosystem (1)
  • Intellectual and Developmental Disabilities Research Center (1)
  • Jill and Mark Fishman Center for Lymphatic Disorders (1)
  • John Laboratory (1)
  • Leukodystrophy Center of Excellence (1)
  • Metabolomic Core (1)
  • mHealth Research Affinity Group (1)
  • Minds Matter Concussion Program (1)
  • Mir Laboratory (1)
  • Mitchell Laboratory (1)
  • Neuromotor Performance Lab (1)
  • Office of the Ruth M. Colket Chair Pediatric Nursing Science (1)
  • Pediatric Center of Excellence in Nephrology (1)
  • PEDSnet (1)
  • PennCHOP Microbiome Program (1)
  • Pennsylvania Pediatric Medical Device Consortium (1)
  • Research Information Services (1)
  • RIS Business Analytics Services (1)
  • Rivella Laboratory (1)
  • Romberg Laboratory (1)
  • Shalem Laboratory (1)
  • Stress Neurobiology Program (1)
  • The Resuscitation Science Center (1)
  • Thyroid Center (1)
  • Vanderver Laboratory (1)
  • Wallace Laboratory (1)
  • Wells Laboratory (1)
  • Wolfe Lab (1)

In this section

Filter By

  • Principal Investigator / Faculty (15)

Organizations

  • PolicyLab (30)
  • Department of Biomedical and Health Informatics (23)
  • Department of Pediatrics (21)
  • Center for Injury Research and Prevention (20)
  • Center for Autism Research (18)
  • Center for Applied Genomics (15)
  • Center for Pediatric Clinical Effectiveness (15)
  • Division of Human Genetics (15)
  • Raymond G. Perelman Center for Cellular and Molecular Therapeutics (13)
  • Center for Childhood Cancer Research (12)
  • Division of Allergy and Immunology (12)
  • Division of Infectious Diseases (12)
  • Division of Oncology (10)
  • Department of Anesthesiology and Critical Care Medicine (9)
  • Division of Hematology (9)
  • Lifespan Brain Institute (9)
  • Center for Data-Driven Discovery in Biomedicine (8)
  • Department of Child and Adolescent Psychiatry (8)
  • Division of Neonatology (8)
  • Division of Neurology (8)
  • Department of Pathology and Laboratory Medicine (7)
  • Department of Radiology (7)
  • Division of Gastroenterology, Hepatology, and Nutrition (7)
  • Division of Adolescent Medicine (6)
  • Division of Endocrinology and Diabetes (6)
  • Center for Computational and Genomic Medicine (5)
  • Mitochondrial Medicine (5)
  • Center for Child Injury Prevention Studies (4)
  • Center for Mitochondrial and Epigenomic Medicine (4)
  • Center for Violence Prevention (4)
  • Department of Surgery (4)
  • Division of Emergency Medicine (4)
  • Office of Academic Training and Outreach Programs (4)
  • Cancer Immunotherapy (CAR-T) (3)
  • Children’s Oncology Group (3)
  • Comprehensive Bone Marrow Failure Center (3)
  • Division of General Pediatrics (3)
  • Division of Orthopaedic Surgery (3)
  • Division of Urology (3)
  • Epilepsy NeuroGenetics Initiative (ENGIN) (3)
  • Inflammatory Bowel Disease Center (3)
  • Roberts Individualized Medical Genetics Center (3)
  • Spatial and Functional Genomics Collaborative (3)
  • Center for Human Phenomic Science (2)
  • Congenital Hyperinsulinism Research Laboratory (2)
  • Davidson Laboratory (2)
  • Division of Cardiology (2)
  • Division of Nephrology (2)
  • Division of Pulmonary and Sleep Medicine (2)
  • Maris Laboratory (2)
  • Spatial and Functional Genomics Research Affinity Group (2)
  • Vaccine and Treatment Evaluation Unit (2)
  • Bailis Laboratory (1)
  • Beckwith-Wiedemann Syndrome Program of Excellence (1)
  • Bernt Laboratory (1)
  • Bhoj Laboratory (1)
  • Brain-Gene-Development Lab (1)
  • Brodeur Laboratory (1)
  • Cell and Gene Therapy Collaborative (1)
  • Center for Applied Genomics Laboratory (1)
  • Center for Pediatric Airway Disorders (1)
  • Chronic Kidney Disease in Children Study (1)
  • Clinical Reporting Unit (1)
  • Comparative Medicine Services Core (1)
  • Comprehensive Center for the Cure of Sickle Cell Disease and Other Red Blood Cell Disorders (1)
  • Comprehensive Vascular Anomalies Program (1)
  • DBHi Bioinformatics (1)
  • DBHi Clinical Decision Support (1)
  • Division of Developmental and Behavioral Pediatrics (1)
  • Division of Neuroradiology (1)
  • Division of Neurosurgery (1)
  • Division of Protective Immunity (1)
  • eMERGE (1)
  • Fetal Biology and Therapy Research Affinity Group (1)
  • Feudtner Laboratory (1)
  • Food Allergy Center (1)
  • Friedreich’s Ataxia Center of Excellence (1)
  • Grant Laboratory (1)
  • Hamilton Laboratory (1)
  • Innovation Ecosystem (1)
  • Intellectual and Developmental Disabilities Research Center (1)
  • Jill and Mark Fishman Center for Lymphatic Disorders (1)
  • John Laboratory (1)
  • Leukodystrophy Center of Excellence (1)
  • Metabolomic Core (1)
  • mHealth Research Affinity Group (1)
  • Minds Matter Concussion Program (1)
  • Mir Laboratory (1)
  • Mitchell Laboratory (1)
  • Neuromotor Performance Lab (1)
  • Office of the Ruth M. Colket Chair Pediatric Nursing Science (1)
  • Pediatric Center of Excellence in Nephrology (1)
  • PEDSnet (1)
  • PennCHOP Microbiome Program (1)
  • Pennsylvania Pediatric Medical Device Consortium (1)
  • Research Information Services (1)
  • RIS Business Analytics Services (1)
  • Rivella Laboratory (1)
  • Romberg Laboratory (1)
  • Shalem Laboratory (1)
  • Stress Neurobiology Program (1)
  • The Resuscitation Science Center (1)
  • Thyroid Center (1)
  • Vanderver Laboratory (1)
  • Wallace Laboratory (1)
  • Wells Laboratory (1)
  • Wolfe Lab (1)
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