2022 Research Day Poster Gallery

2022 Research Day Poster Gallery

Flash Talk Presenter
A Bayesian Linear Mixed Model for Bi-Level Feature Selection
Daniel Baer, Biostatistics
Feature selection, longitudinal data analysis
Lung function and collagen 1a levels are associated with changes in six-minute walk test distance during treatment of TB among HIV-infected adults: a prospective cohort study
Yeonsoo Baik, Epidemiology
HIV/TB inflammatory biomarks, six-minute walk test
Identifying Highly Heritable Brain Amyloid Phenotypes Through Mining Alzheimer’s Imaging and Sequencing Biobank Data
Jingxuan Bao, Informatics
Brain imaging genetics, Alzheimer’s Disease
Flash Talk Presenter
Assessing Treatment Effect Heterogeneity in the Presence of Missing Effect Modifier Data in Cluster-Randomized Trials
Bryan Blette, Biostatistics
Heterogeneous Treatment Effects, Missing Data
Exploring Traumatic Brain Injury Mechanisms and Severity Using Electronic Health Records
Silvia Canelón, Informatics
Electronic Health Records, Traumatic Brain Injury
Flash Talk Presenter
Polygenic Hazard Score Showed Protective Effect on Progression-free Survival of Korean Colorectal Cancer Patients
Soojin Cha, Informatics
Polygenic hazard score, Colorectal cancer
Prescription Medication Exposures and Multiple Gestation Pregnancies: Medication-Wide Association Study (MWAS) Using Electronic Health Record Data
Lena Davidson, Informatics
electronic health record, pregnancy, multiple
Effectiveness and Safety of Prophylactic-Dose Heparin for Thromboprophylaxis in Hospitalized Inflammatory Bowel Disease Patients
Ghadeer Dawwas, Epidemiology
VTE, IBD, pharmacoepidemiology
Flash Talk Presenter
Connectivity Regression
Neel Desai, Biostatistics
Functional Connectivity
Machine Learning for Classification of COVID-19 Vaccine Misinformation on Twitter
Alana Foreman, Informatics
Social media, misinformation, COVID-19, NLP
Diuretic Exposure in Critically Ill Pediatric Patients Who Progress to Continuous Renal Replacement Therapy
Rosanna Fulchiero, Epidemiology
fluid overload, diuretics, AKI, CRRT
A Bayesian Machine Learning Approach for Estimating Heterogeneous Survivor Causal Effects
Michael Harhay, Epidemiology
randomized trial, Bayesian, missing data
A Two-Stage Modeling Approach for Building and Evaluating Risk Prediction Models Using High-Dimensional Two-Phase Data
Jill Hasler, Biostatistics
Two-Stage Modeling, Predictive Accuracy
Maternal Weight Change in Pregnancy is Associated with Women’s Long-term Mortality
Maternal Weight Change in Pregnancy is Associated with Women’s Long-term Mortality
Stefanie Hinkle, Epidemiology
Pregnancy, mortality, obesity, weight gain
Brain damage
Repetitive Head Impact Exposure Does Not Affect Postural Control in Early to Middle-Aged Adults
Katie Hunzinger, Epidemiology
gait, sport, neurotrauma, exercise
Transitioning In-Person Research to Remote: A Reflection on the Taste of Medicine Study
Erin Hyer, Epidemiology
Lessons learned transitioning to remote research
WWOX Associates with ARDS Risk
WWOX Demonstrates Ancestry-Specific Associations with ARDS Risk in Sepsis
Tiffanie Jones, Epidemiology
Acute respiratory distress syndrome, GWAS
Image of poster "Validity of Self-Reported Migraine in Adolescents and Children" by Danielle Kellier
Validity of Self-Reported Migraine in Adolescents and Children
Danielle Kellier, Epidemiology
Migraine, Pain Measurement, Mobile health
Research Day Poster
The Impact of Implementing an Obstetric Co-Morbidity Scoring System during Delivery Admissions on Maternal Morbidity
Adina Kern-Goldberger, Epidemiology
maternal morbidity, implementation, co-morbidity
Flash Talk Presenter
HiG2Vec: Hierarchical Representations of Gene Ontology and Genes in the Poincaré Ball
Jaesik Kim, Informatics
Representation learning, Gene Ontology
Automatically Identifying Twitter Users for PrEP-Related Interventions
Ari Klein, Informatics
NLP, social media, data mining, PrEP, HIV, AIDS
Artificial Intelligence and Individualized Optimal Glycemic Target in ICU Patients
Garam Lee, Informatics
individualized glycemic control
Flash Talk Presenter
Sex modifies predictive effects of imaging and CSF biomarkers on Alzheimer’s disease cognitive outcomes
Sex Modifies Predictive Effects of Imaging and CSF Biomarkers on Alzheimer’s Disease Cognitive Outcomes
Brian Lee, Informatics
Alzheimer's Disease, Chow test, health disparities
Attention-based Multiple Instance Learning with Self-supervision to Predict Microsatellite Instability in Colorectal Cancer from Histology Whole-Slide Images
Jacob Leiby, Informatics
Deep learning, Histology
Construction of scalable and robust relationships across multiple phenotypes from biobank-scaled PheWAS data
Yonghyun Nam, Informatics
Enhanced disease-disease network
Risk Prediction for Partially Heterogeneous Subgroups via Fusion
Eun Jeong Oh, Biostatistics
Risk prediction; Heterogeneity; Fused lasso
Transformer-based Sentence Segmentation for Clinical Notes
Siddharth Rawal, Informatics
natural language processing, clinical notes
A Bayesian Nonparametric Approach for Causal Inference with Multiple Mediators
Samrat Roy, Biostatistics
Bayesian nonparametric, Multiple mediators
Flash Talk Presenter
PCA Structured lasSO (PCASSO)
PCA Structured laSSO (PCASSO)
Jeremy Rubin, Biostatistics
Computational pathology, image analysis
Flash Talk Presenter
Chemoimmunotherapy Versus Immunotherapy for First Line Treatment of Advanced Non-small Cell Lung Cancer with a PD-L1 Score of 50-100%
Mohsin Shah, Epidemiology
Chemoimmunotherapy, immunotherapy, cancer
Flash Talk Presenter
An Approach for Estimating and Evaluating Optimal Treatment Decision Rules when Data are Missing at Random
Jenny Shen, Biostatistics
Individualized Treatment Regime, Missing Data
Dissecting the Clinical Relevance of Polygenic Risk Score for Obesity – A Cross-sectional, Longitudinal Analysis
Manu Shivakumar, Informatics
PRS, BMI
NETMAGE: A Human-Disease Phenotype Map Generator for the Visualization of PheWAS
Vivek Sriram, Informatics
Network Medicine, PheWAS, Disease Comorbidity
covid-19 vaccination coverage in philadelphia
Neighborhood Vulnerability and COVID-19 Vaccination Coverage in Philadelphia, PA
Tuhina Srivastava, Epidemiology
vaccines, COVID-19, health disparities
Informed presence in electronic health record data: bias and bias reduction approaches in longitudinal analyses
Daniel Vader, Biostatistics
bias, informed data presence, EHR, DAG, data viz
Flash Talk Presenter
Penalized Decomposition Using Residuals (PeDecURe) for Mitigating Nuisance Variables in Multivariate Pattern Analysis
Sarah Weinstein, Biostatistics
neuroimaging
Flash Talk Presenter
Identifying Imaging Genetic Associations via Regional Morphometricity Estimation
Zixuan Wen, Informatics
Regional morphometricity
Assessing the Impact of Neighborhood Trees and Pre-Term Birth in Philadelphia, PA
Kelli Williams, Epidemiology
preterm birth, trees, fetal outcomes
CeLEry: Cell Location Recovery in Single-cell RNA Sequencing
Qihuang Zhang, Biostatistics
spatial transcriptomics

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