Tianxi Cai | Academic Influence

Tianxi Cai's AcademicInfluence.com Rankings

Tianxi Cai

Mathematics

#5596

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#7863

Historical Rank

Statistics

#582

World Rank

#662

Historical Rank

Measure Theory

#1863

World Rank

#2275

Historical Rank

mathematics Degrees

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Mathematics

Tianxi Cai's Degrees

Bachelors Mathematics Peking University

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Why Is Tianxi Cai Influential?

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According to Wikipedia, Tianxi Cai is a Chinese biostatistician. She is the John Rock Professor of Population and Translational Data Sciences in the Department of Biostatistics at the Harvard T.H. Chan School of Public Health. Topics in her research include biomarkers, personalized medicine, survival analysis, and health informatics.

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Tianxi Cai's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Rare-variant association testing for sequencing data with the sequence kernel association test. (2011) (2085)
On the C‐statistics for evaluating overall adequacy of risk prediction procedures with censored survival data (2011) (937)
Initial evaluation of coronary images from 320-detector row computed tomography (2008) (595)
Predicting suicides after psychiatric hospitalization in US Army soldiers: the Army Study To Assess Risk and rEsilience in Servicemembers (Army STARRS). (2015) (364)
Origins of lymphatic and distant metastases in human colorectal cancer (2017) (319)
Evaluating Prediction Rules for t-Year Survivors With Censored Regression Models (2007) (313)
Electronic medical records for discovery research in rheumatoid arthritis (2010) (296)
A unified inference procedure for a class of measures to assess improvement in risk prediction systems with survival data (2013) (293)
Joint Effects of Common Genetic Variants on the Risk for Type 2 Diabetes in U.S. Men and Women of European Ancestry (2009) (263)
Combining Predictors for Classification Using the Area under the Receiver Operating Characteristic Curve (2006) (252)
The Performance of Risk Prediction Models (2008) (246)
Analysis of randomized comparative clinical trial data for personalized treatment selections. (2011) (228)
Development of phenotype algorithms using electronic medical records and incorporating natural language processing (2015) (215)
Portability of an algorithm to identify rheumatoid arthritis in electronic health records (2012) (212)
Normalization of Plasma 25-Hydroxy Vitamin D Is Associated with Reduced Risk of Surgery in Crohn’s Disease (2013) (193)
Testing a machine-learning algorithm to predict the persistence and severity of major depressive disorder from baseline self-reports (2015) (191)
Narrowing the phase window width in prospectively ECG-gated single heart beat 320-detector row coronary CT angiography (2008) (180)
Population-level evidence for an autoimmune etiology of epilepsy. (2014) (163)
Alternatives to Hazard Ratios for Comparing the Efficacy or Safety of Therapies in Noninferiority Studies. (2015) (160)
Iodinated Contrast Opacification Gradients in Normal Coronary Arteries Imaged With Prospectively ECG-Gated Single Heart Beat 320-Detector Row Computed Tomography (2010) (152)
Improving Case Definition of Crohn's Disease and Ulcerative Colitis in Electronic Medical Records Using Natural Language Processing: A Novel Informatics Approach (2013) (150)
Genome-wide Association Studies of Posttraumatic Stress Disorder in 2 Cohorts of US Army Soldiers. (2016) (149)
Toward high-throughput phenotyping: unbiased automated feature extraction and selection from knowledge sources (2015) (139)
Genetic basis of autoantibody positive and negative rheumatoid arthritis risk in a multi-ethnic cohort derived from electronic health records. (2011) (137)
Effectively Selecting a Target Population for a Future Comparative Study (2013) (135)
Hazard Regression for Interval‐Censored Data with Penalized Spline (2003) (128)
Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data (2018) (126)
Colonoscopy is associated with a reduced risk for colon cancer and mortality in patients with inflammatory bowel diseases. (2015) (113)
The Analysis of Placement Values for Evaluating Discriminatory Measures (2004) (110)
Validation of electronic health record phenotyping of bipolar disorder cases and controls. (2015) (109)
Exact and efficient inference procedure for meta-analysis and its application to the analysis of independent 2 x 2 tables with all available data but without artificial continuity correction. (2009) (107)
Meta‐analysis for rare events (2010) (102)
Association between reduced plasma 25-hydroxy vitamin D and increased risk of cancer in patients with inflammatory bowel diseases. (2013) (100)
Regularized Estimation for the Accelerated Failure Time Model (2009) (100)
A Perturbation Method for Inference on Regularized Regression Estimates (2011) (98)
Semiparametric regression analysis for clustered failure time data (2000) (95)
Associations of autoantibodies, autoimmune risk alleles, and clinical diagnoses from the electronic medical records in rheumatoid arthritis cases and non-rheumatoid arthritis controls. (2013) (91)
Semi-parametric estimation of the binormal ROC curve for a continuous diagnostic test. (2004) (90)
Genetic susceptibility to coronary heart disease in type 2 diabetes: 3 independent studies. (2011) (88)
Similar Risk of Depression and Anxiety Following Surgery or Hospitalization for Crohn's Disease and Ulcerative Colitis (2013) (88)
The sensitivity and specificity of markers for event times. (2005) (87)
Model evaluation based on the sampling distribution of estimated absolute prediction error (2007) (85)
Rare Variant Association Testing for Sequencing Data Using the Sequence Kernel Association Test ( SKAT ) (2011) (82)
International Electronic Health Record-Derived COVID-19 Clinical Course Profiles: The 4CE Consortium (2020) (81)
A general statistical framework for subgroup identification and comparative treatment scoring (2017) (80)
Application of the Time‐Dependent ROC Curves for Prognostic Accuracy with Multiple Biomarkers (2006) (79)
Large-scale identification of patients with cerebral aneurysms using natural language processing (2017) (78)
Nonconcave penalized composite conditional likelihood estimation of sparse Ising models (2012) (77)
Association of intracranial aneurysm rupture with smoking duration, intensity, and cessation (2017) (76)
Modeling Disease Severity in Multiple Sclerosis Using Electronic Health Records (2013) (76)
Methods to Develop an Electronic Medical Record Phenotype Algorithm to Compare the Risk of Coronary Artery Disease across 3 Chronic Disease Cohorts (2015) (75)
Enabling phenotypic big data with PheNorm (2018) (74)
Association of Interleukin 6 Receptor Variant With Cardiovascular Disease Effects of Interleukin 6 Receptor Blocking Therapy: A Phenome-Wide Association Study (2018) (68)
Time-resolved MR angiography: a primary screening examination of patients with suspected pulmonary embolism and contraindications to administration of iodinated contrast material. (2007) (67)
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium (2020) (66)
Kernel machine SNP‐set analysis for censored survival outcomes in genome‐wide association studies (2011) (66)
Surrogate-assisted feature extraction for high-throughput phenotyping (2016) (64)
Semi-parametric ROC regression analysis with placement values. (2004) (64)
Comparison of ECG-gated versus non-gated CT ventricular measurements in thirty patients with acute pulmonary embolism (2008) (63)
Axial and reformatted four-chamber right ventricle-to-left ventricle diameter ratios on pulmonary CT angiography as predictors of death after acute pulmonary embolism. (2012) (63)
Estimating the Confidence Interval for Prediction Errors of Support Vector Machine Classifiers (2008) (63)
Kernel Machine Approach to Testing the Significance of Multiple Genetic Markers for Risk Prediction (2011) (61)
High-throughput phenotyping with electronic medical record data using a common semi-supervised approach (PheCAP) (2019) (61)
Semiparametric regression analysis for doubly censored data (2004) (61)
Structured Matrix Completion with Applications to Genomic Data Integration (2015) (61)
Semiparametric Box–Cox power transformation models for censored survival observations (2005) (61)
Lipid and Lipoprotein Levels and Trend in Rheumatoid Arthritis Compared to the General Population (2013) (61)
Distinct Proteomic Signatures in 16 HDL (High-Density Lipoprotein) Subspecies (2018) (58)
MAJOR DEPRESSIVE DISORDER SUBTYPES TO PREDICT LONG‐TERM COURSE (2014) (58)
Evaluating prognostic accuracy of biomarkers in nested case-control studies. (2012) (57)
High-throughput Multimodal Automated Phenotyping (MAP) with Application to PheWAS (2019) (56)
Thromboprophylaxis is associated with reduced post-hospitalization venous thromboembolic events in patients with inflammatory bowel diseases. (2014) (56)
Statin Use Is Associated With Reduced Risk of Colorectal Cancer in Patients With Inflammatory Bowel Diseases. (2016) (55)
Calibrating parametric subject-specific risk estimation. (2010) (54)
Interval increase in right-left ventricular diameter ratios at CT as a predictor of 30-day mortality after acute pulmonary embolism: initial experience. (2008) (53)
Comparative Effectiveness of Infliximab and Adalimumab in Crohn's Disease and Ulcerative Colitis (2016) (52)
Mortality and extraintestinal cancers in patients with primary sclerosing cholangitis and inflammatory bowel disease. (2014) (51)
High Throughput Phenotyping for Dimensional Psychopathology in Electronic Health Records (2018) (51)
Clinical Concept Embeddings Learned from Massive Sources of Medical Data (2018) (50)
Serum inflammatory markers and risk of colorectal cancer in patients with inflammatory bowel diseases. (2014) (48)
Testing Differential Networks with Applications to Detecting Gene-by-Gene Interactions. (2015) (46)
Time-Dependent Predictive Values of Prognostic Biomarkers With Failure Time Outcome (2008) (46)
On the Accelerated Failure Time Model for Current Status and Interval Censored Data (2006) (45)
Efficient and adaptive linear regression in semi-supervised settings (2017) (45)
Genomewide association studies of suicide attempts in US soldiers (2017) (45)
Lipid-Lowering Agents and High HDL (High-Density Lipoprotein) Are Inversely Associated With Intracranial Aneurysm Rupture (2018) (44)
Identifying lupus patients in electronic health records: Development and validation of machine learning algorithms and application of rule-based algorithms. (2019) (44)
Pragmatic randomized clinical trials: best practices and statistical guidance (2018) (43)
Reduced-dose CT: effect on reader evaluation in detection of pulmonary embolism. (2007) (41)
Improving the power of genetic association tests with imperfect phenotype derived from electronic medical records (2014) (40)
A predictive enrichment procedure to identify potential responders to a new therapy for randomized, comparative controlled clinical studies (2016) (39)
On longitudinal prediction with time‐to‐event outcome: Comparison of modeling options (2017) (38)
What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask (2021) (38)
Screening pregnant women for suicidal behavior in electronic medical records: diagnostic codes vs. clinical notes processed by natural language processing (2018) (38)
Evaluating Prognostic Accuracy of Biomarkers under Competing Risk (2012) (38)
Association between aspirin dose and subarachnoid hemorrhage from saccular aneurysms (2018) (37)
Landmark Estimation of Survival and Treatment Effect in a Randomized Clinical Trial (2014) (36)
Contrast opacification using a reduced volume of iodinated contrast material and low peak kilovoltage in pulmonary CT angiography: Objective and subjective evaluation. (2010) (35)
On the covariate-adjusted estimation for an overall treatment difference with data from a randomized comparative clinical trial. (2012) (35)
Identification of subjects with polycystic ovary syndrome using electronic health records (2015) (34)
Classification of CT pulmonary angiography reports by presence, chronicity, and location of pulmonary embolism with natural language processing (2014) (34)
L1-Regularized Least Squares for Support Recovery of High Dimensional Single Index Models with Gaussian Designs (2015) (33)
Association between low density lipoprotein and rheumatoid arthritis genetic factors with low density lipoprotein levels in rheumatoid arthritis and non-rheumatoid arthritis controls (2013) (33)
A Short Introduction to NILE (2013) (32)
Evaluating marker‐guided treatment selection strategies (2014) (32)
Common Genetic Variants Influence Circulating Vitamin D Levels in Inflammatory Bowel Diseases (2015) (31)
Spherical Regression Under Mismatch Corruption With Application to Automated Knowledge Translation (2018) (30)
Alcohol Consumption and Aneurysmal Subarachnoid Hemorrhage (2018) (30)
Mediation analysis for survival data using semiparametric probit models (2016) (30)
Regression Analysis for the Partial Area Under the ROC Curve (2006) (29)
Protein-Defined Subspecies of HDLs (High-Density Lipoproteins) and Differential Risk of Coronary Heart Disease in 4 Prospective Studies (2020) (29)
Psychiatric comorbidity is associated with increased risk of surgery in Crohn ' s disease (2013) (29)
Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Identify and Estimate Survival in a Longitudinal Cohort of Patients With Lung Cancer (2021) (28)
The effects of co-morbidity in defining major depression subtypes associated with long-term course and severity (2014) (28)
Landmark Prediction of Long-Term Survival Incorporating Short-Term Event Time Information (2012) (27)
Validation of psoriatic arthritis diagnoses in electronic medical records using natural language processing. (2011) (27)
Apolipoprotein C-III and High-Density Lipoprotein Subspecies Defined by Apolipoprotein C-III in Relation to Diabetes Risk (2017) (27)
Temporal bias in case-control design: preventing reliable predictions of the future (2021) (26)
Suicidal behavior-related hospitalizations among pregnant women in the USA, 2006–2012 (2016) (26)
Phenome‐Wide Association Study of Autoantibodies to Citrullinated and Noncitrullinated Epitopes in Rheumatoid Arthritis (2017) (26)
Use of natural language processing in electronic medical records to identify pregnant women with suicidal behavior: towards a solution to the complex classification problem (2018) (26)
Robust combination of multiple diagnostic tests for classifying censored event times. (2007) (26)
Semi‐supervised approaches to efficient evaluation of model prediction performance (2017) (26)
Mode of Childbirth and Long-Term Outcomes in Women with Inflammatory Bowel Diseases (2015) (25)
Model-free approach to quantifying the proportion of treatment effect explained by a surrogate marker. (2019) (25)
A fast divide-and-conquer sparse Cox regression. (2018) (25)
International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries (2021) (25)
Automated feature selection of predictors in electronic medical records data (2019) (24)
Morphological Variables Associated With Ruptured Middle Cerebral Artery Aneurysms. (2018) (24)
Probabilistic record linkage of de-identified research datasets with discrepancies using diagnosis codes (2019) (24)
Risk Assessment and Evaluation of Predictions (2013) (24)
Evolving phenotypes of non-hospitalized patients that indicate long COVID (2021) (24)
Adverse obstetric outcomes during delivery hospitalizations complicated by suicidal behavior among US pregnant women (2018) (23)
Feature extraction for phenotyping from semantic and knowledge resources (2019) (22)
Evaluating the Predictive Value of Biomarkers with Stratified Case‐Cohort Design (2012) (21)
A Predictive Phosphorylation Signature of Lung Cancer (2009) (21)
Individual Data Protected Integrative Regression Analysis of High-Dimensional Heterogeneous Data (2019) (21)
The Highest Confidence Density Region and Its Usage for Joint Inferences about Constrained Parameters (2011) (21)
Genome-wide Association Study of Dimensional Psychopathology Using Electronic Health Records (2018) (21)
A Computable Phenotype Improves Cohort Ascertainment in a Pediatric Pulmonary Hypertension Registry (2017) (20)
Cerebral Artery Diameter in Inbred Mice Varies as a Function of Strain (2018) (20)
Identifying genetic marker sets associated with phenotypes via an efficient adaptive score test. (2012) (20)
Model Checking for ROC Regression Analysis (2007) (20)
NATURAL LANGUAGE PROCESSING IMPROVES PHENOTYPIC ACCURACY IN AN ELECTRONIC MEDICAL RECORD COHORT OF TYPE 2 DIABETES AND CARDIOVASCULAR DISEASE (2014) (20)
sureLDA: A multidisease automated phenotyping method for the electronic health record (2020) (20)
Nonparametric Evaluation of Biomarker Accuracy Under Nested Case-Control Studies (2011) (20)
Safety and Efficacy of Tumor Necrosis Factor Antagonists in Older Patients With Ulcerative Colitis: Patient-Level Pooled Analysis of Data From Randomized Trials. (2020) (20)
Evaluating surrogate marker information using censored data (2016) (19)
NONPARAMETRIC INFERENCE PROCEDURE FOR PERCENTILES OF THE RANDOM EFFECTS DISTRIBUTION IN META-ANALYSIS. (2010) (19)
Resampling Procedures for Making Inference Under Nested Case–Control Studies (2013) (19)
Genetic validation of bipolar disorder identified by automated phenotyping using electronic health records (2017) (19)
Combining Predictors for Classification Using the Area Under the ROC Curve (2004) (19)
Predicting future responses based on possibly mis-specified working models (2008) (19)
Identification of Nonresponse to Treatment Using Narrative Data in an Electronic Health Record Inflammatory Bowel Disease Cohort (2016) (18)
Incorporating short‐term outcome information to predict long‐term survival with discrete markers (2011) (17)
Robust Prediction of t‐Year Survival with Data from Multiple Studies (2011) (17)
Two-Sample Tests for High-Dimensional Linear Regression with an Application to Detecting Interactions. (2018) (17)
Semiparametric Models of Time‐Dependent Predictive Values of Prognostic Biomarkers (2010) (17)
Adopting nested case–control quota sampling designs for the evaluation of risk markers (2013) (16)
Risk Classification With an Adaptive Naive Bayes Kernel Machine Model (2015) (16)
Prioritizing individual genetic variants after kernel machine testing using variable selection (2016) (16)
Multiple Testing of Submatrices of a Precision Matrix With Applications to Identification of Between Pathway Interactions (2018) (16)
Association of Apolipoprotein E in Lipoprotein Subspecies With Risk of Dementia (2020) (15)
International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study (2020) (15)
Targeting Underrepresented Populations in Precision Medicine: A Federated Transfer Learning Approach (2021) (15)
A phenotyping algorithm to identify acute ischemic stroke accurately from a national biobank: the Million Veteran Program (2018) (15)
Gender differences in the effect of occupational endotoxin exposure on impaired lung function and death: the Shanghai Textile Worker Study (2013) (15)
NILE: Fast Natural Language Processing for Electronic Health Records (2013) (15)
Urinary 8-hydroxy-2-deoxyguanosine and cognitive function in Puerto Rican adults. (2010) (14)
Inference for survival prediction under the regularized Cox model. (2016) (14)
Pathprinting: An integrative approach to understand the functional basis of disease (2013) (14)
Associations of anthropometry and lifestyle factors with HDL subspecies according to apolipoprotein C-III[S] (2017) (14)
Landmark risk prediction of residual life for breast cancer survival (2013) (14)
Semi‐supervised validation of multiple surrogate outcomes with application to electronic medical records phenotyping (2019) (14)
EXTraction of EMR numerical data: an efficient and generalizable tool to EXTEND clinical research (2019) (13)
Evaluating incremental values from new predictors with net reclassification improvement in survival analysis (2013) (13)
Optimal statistical inference for individualized treatment effects in high‐dimensional models (2021) (13)
Incorporating natural language processing to improve classification of axial spondyloarthritis using electronic health records. (2019) (13)
Individualized Treatment Selection: An Optimal Hypothesis Testing Approach In High-dimensional Models (2019) (12)
Genome-Wide Analyses Reveal Gene Influence on HIV Disease Progression and HIV-1C Acquisition in Southern Africa. (2017) (12)
High density lipoprotein and its apolipoprotein-defined subspecies and risk of dementia (2019) (12)
Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation (2020) (12)
Graphical Procedures for Evaluating Overall and Subject‐Specific Incremental Values from New Predictors with Censored Event Time Data (2011) (12)
Integrative High Dimensional Multiple Testing with Heterogeneity under Data Sharing Constraints (2020) (11)
Common First-Pass CT Angiography Findings Associated With Rapid Growth Rate in Abdominal Aorta Aneurysms Between 3 and 5 cm in Largest Diameter. (2017) (11)
Identifying predictive markers for personalized treatment selection (2016) (11)
Antihyperglycemic Agents Are Inversely Associated With Intracranial Aneurysm Rupture (2018) (11)
Impact of ICD10 and secular changes on electronic medical record rheumatoid arthritis algorithms. (2020) (11)
Learning a Comorbidity-Driven Taxonomy of Pediatric Pulmonary Hypertension (2017) (11)
Leveraging electronic health records data to predict multiple sclerosis disease activity (2021) (11)
Autoantibodies, autoimmune risk alleles and clinical associations in rheumatoid arthritis cases and non-RA controls in the electronic medical records (2013) (10)
Estimating average treatment effects with a double‐index propensity score (2017) (10)
Comparison of Dimethyl Fumarate vs Fingolimod and Rituximab vs Natalizumab for Treatment of Multiple Sclerosis (2021) (10)
Comparing Risk Scoring Systems Beyond the ROC Paradigm in Survival Analysis (2009) (10)
Phenome-wide examination of comorbidity burden and multiple sclerosis disease severity (2020) (10)
International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study (2021) (9)
Heroin Use Is Associated with Ruptured Saccular Aneurysms (2018) (9)
On the Characterization of a Class of Fisher-Consistent Loss Functions and its Application to Boosting (2016) (9)
Multinational Prevalence of Neurological Phenotypes in Patients Hospitalized with COVID-19 (2021) (9)
International electronic health record-derived post-acute sequelae profiles of COVID-19 patients (2022) (9)
Multi-contrast high spatial resolution black blood inner volume three-dimensional fast spin echo MR imaging in peripheral vein bypass grafts (2010) (9)
Assessment of biomarkers for risk prediction with nested case–control studies (2013) (9)
Association Between Anti–Citrullinated Fibrinogen Antibodies and Coronary Artery Disease in Rheumatoid Arthritis (2018) (8)
Rare variant association test in family-based sequencing studies (2016) (8)
Age and morphology of posterior communicating artery aneurysms (2020) (8)
Robust Inferences for Covariate Effects on Survival Time with Censored Linear Regression Models (2009) (8)
Supplementary materials for “ Non-concave Penalized Composite Likelihood Estimation of Sparse Ising Models ” (2012) (8)
Comparison of respiratory motion artifact from craniocaudal versus caudocranial scanning with 64-MDCT pulmonary angiography. (2010) (8)
Low Serum Calcium and Magnesium Levels and Rupture of Intracranial Aneurysms (2018) (8)
Classifying Pseudogout Using Machine Learning Approaches With Electronic Health Record Data (2020) (8)
Optimal stratification in outcome prediction using baseline information (2016) (8)
Comparing costs associated with risk stratification rules for t-year survival. (2011) (8)
Surrogate Assisted Semi-supervised Inference for High Dimensional Risk Prediction (2021) (7)
Stratifying Subjects for Treatment Selection with Censored Event Time Data from a Comparative Study (2010) (7)
Federated Adaptive Causal Estimation (FACE) of Target Treatment Effects (preprint)/ en (2021) (7)
Omnibus Risk Assessment via Accelerated Failure Time Kernel Machine Modeling (2013) (7)
Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: An international multi-centre observational cohort study (2022) (6)
Augmented Transfer Regression Learning with Semi-non-parametric Nuisance Models (2020) (6)
Assessing incremental value of biomarkers with multi‐phase nested case‐control studies (2015) (6)
Using a surrogate marker for early testing of a treatment effect (2019) (6)
Subgroup specific incremental value of new markers for risk prediction (2013) (6)
Pathway aggregation for survival prediction via multiple kernel learning (2018) (6)
Demonstrating the Advantages of Applying Data Mining Techniques on Time-Dependent Electronic Medical Records (2015) (6)
High-Dimensional Regression Models (2013) (6)
Doubly Robust Covariate Shift Regression with Semi-nonparametric Nuisance Models. (2020) (6)
Vascular geometry associated with anterior communicating artery aneurysm formation. (2020) (5)
IMPROVING EFFICIENCY IN BIOMARKER INCREMENTAL VALUE EVALUATION UNDER TWO-PHASE DESIGNS. (2017) (5)
Efficient and Robust Semi-Supervised Estimation of Average Treatment Effects in Electronic Medical Records Data (2018) (5)
Decreased Total Iron Binding Capacity May Correlate with Ruptured Intracranial Aneurysms (2019) (5)
Robust and efficient semi‐supervised estimation of average treatment effects with application to electronic health records data (2018) (5)
Integrating questionnaire measures for transdiagnostic psychiatric phenotyping using word2vec (2020) (5)
Risk of infections with ustekinumab and tofacitinib compared to tumor necrosis factor α antagonists in inflammatory bowel diseases. (2022) (5)
Elevated International Normalized Ratio Is Associated With Ruptured Aneurysms (2018) (5)
Large-Scale Simultaneous Testing of Cross-Covariance Matrices with Applications to PheWAS. (2019) (5)
Improving the Efficiency of Clinical Trial Recruitment Using an Ensemble Machine Learning to Assist With Eligibility Screening (2021) (5)
Multimodal Learning on Graphs for Disease Relation Extraction (2022) (5)
Assessing the value of a censored surrogate outcome (2019) (5)
Limited Hospital Variation in the Use and Yield of CT for Pulmonary Embolism in Patients Undergoing Total Hip or Total Knee Replacement Surgery. (2016) (5)
Estimation and testing for multiple regulation of multivariate mixed outcomes (2015) (5)
Improved Appropriateness of Advanced Diagnostic Imaging After Implementation of Clinical Decision Support Mechanism (2021) (4)
Tu1278 Body Mass Index in the Aetiology of Inflammatory Bowel Disease - Data From a European Prospective Cohort Study (EPIC) (2012) (4)
A high-throughput phenotyping algorithm is portable from adult to pediatric populations (2021) (4)
Surrounding vascular geometry associated with basilar tip aneurysm formation (2020) (4)
Automated grouping of medical codes via multiview banded spectral clustering (2019) (4)
Augmented estimation for t‐year survival with censored regression models (2017) (4)
Sparse kernel machine regression for ordinal outcomes (2015) (4)
Comorbidity Influences the Comparative Safety of Biologic Therapy in Older Adults With Inflammatory Bowel Diseases (2022) (4)
Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19 (2021) (4)
Morphological variables associated with ruptured basilar tip aneurysms (2021) (4)
Retrospective likelihood‐based methods for analyzing case‐cohort genetic association studies (2015) (4)
Classical Model Selection (2013) (4)
Kernel machine testing for risk prediction with stratified case cohort studies (2016) (3)
Nonparametric Maximum Likelihood Estimators of Time-Dependent Accuracy Measures for Survival Outcome Under Two-Stage Sampling Designs (2018) (3)
Power and sample size calculations for designing rare variant sequencing association studies (2011) (3)
Efficient evaluation of prediction rules in semi‐supervised settings under stratified sampling (2022) (3)
Validation of Electronic Health Record Phenotyping of Bipolar Disorder and Controls (2015) (3)
The Highest Confidence Density Region and Its Usage for Inferences about the Survival Function with Censored Data (2008) (3)
Evaluating multiple surrogate markers with censored data (2020) (3)
International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality (2022) (3)
International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality (2022) (3)
Effectively Combining Independent 2 x 2 Tables for Valid Inferences in Meta Analysis with all Available Data but no Artificial Continuity Corrections for Studies with Zero Events and its Application to the Analysis of Rosiglitazone's Cardiovascular Disease Related Event Data (2007) (3)
Longitudinal imaging history in early identification of intimate partner violence (2021) (3)
Analysis of multiple diverse phenotypes via semiparametric canonical correlation analysis (2017) (3)
Efficient Estimation and Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified Sampling (2020) (3)
A divide-and-conquer method for sparse risk prediction and evaluation. (2020) (3)
Association Between Inflammation, Incident Heart Failure, and Heart Failure Subtypes in Patients With Rheumatoid Arthritis (2021) (3)
223. Genome-Wide Association Study of Posttraumatic Stress Disorder Symptom Domains in Two Cohorts of United States Army Soldiers (2017) (3)
Variance components genetic association test for zero‐inflated count outcomes (2018) (3)
Tobacco use and age are associated with different morphologic features of anterior communicating artery aneurysms (2021) (3)
SAMGEP: A Novel Method for Prediction of Phenotype Event Times Using the Electronic Health Record (2021) (3)
Plasma CD36 and Incident Diabetes: A Case-Cohort Study in Danish Men and Women (2019) (3)
Non-parametric Evaluation of Biomarker Accuracy under Nested Case-control Studies. (2011) (3)
Robust risk prediction with biomarkers under two‐phase stratified cohort design (2016) (2)
International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: a 4CE Consortium Study (Preprint) (2021) (2)
Semi-supervised Triply Robust Inductive Transfer Learning (2022) (2)
Nonparametric Estimation of the Proportion of Treatment Effect Explained by a Surrogate Marker using Censored Data (2016) (2)
Testing for heterogeneity in the utility of a surrogate marker. (2021) (2)
Robust approach to combining multiple markers to improve surrogacy. (2022) (2)
Doubly Robust Augmented Model Accuracy Transfer Inference with High Dimensional Features (2022) (2)
Model Evaluation Based on the Distribution of Estimated Absolute Prediction Error (2013) (2)
Use of Narrative Concepts in Electronic Health Records to Validate Associations Between Genetic Factors and Response to Treatment of Inflammatory Bowel Diseases (2020) (2)
Assessing the Most Vulnerable Subgroup to Type II Diabetes Associated with Statin Usage: Evidence from Electronic Health Record Data (2022) (2)
Patterns of Utilization and Expenditure Across Multiple Sclerosis Disease-Modifying Therapies: A Retrospective Cohort Study Using Claims Data from a Commercially Insured Population in the United States, 2010–2019 (2022) (2)
Robust Inference for Federated Meta-Learning (2023) (2)
1 Normalization of Vitamin D Status is Associated with Reduced Risk of Surgery and Hospitalization in Inflammatory Bowel Disease: A Prospective Study (2013) (2)
sureLDA: A Multi-Disease Automated Phenotyping Method for the Electronic Health Record (2020) (2)
Associations of antepartum suicidal behaviour with adverse infant and obstetric outcomes (2019) (2)
Efficient and Robust Semi-supervised Estimation of ATE with Partially Annotated Treatment and Response (2021) (2)
Surrogate Aided Unsupervised Recovery of Sparse Signals in Single Index Models for Binary Outcomes (2017) (2)
Quantifying the feasibility of shortening clinical trial duration using surrogate markers (2021) (2)
High-Resolution T 1-And T 2-Weighted Black Blood Inner Volume 3 D Fast Spin Echo Imaging For Characterizing Vessel Wall Components In Vivo (2007) (2)
Model Checking Techniques for Assessing Functional Form Specifications in Censored Linear Regression Models. (2012) (2)
Assessing Heterogeneous Risk of Type II Diabetes Associated with Statin Usage: Evidence from Electronic Health Record Data (2022) (2)
Hospitalizations Associated With Mental Health Conditions Among Adolescents in the US and France During the COVID-19 Pandemic (2022) (2)
Semi-Supervised Off Policy Reinforcement Learning (2020) (2)
Binary acronym disambiguation in clinical notes from electronic health records with an application in computational phenotyping (2022) (2)
Semi-supervised approach to event time annotation using longitudinal electronic health records (2021) (2)
Temporal trends of multiple sclerosis disease activity: Electronic health records indicators. (2021) (2)
FUNCTIONAL PRINCIPAL VARIANCE COMPONENT TESTING FOR A GENETIC ASSOCIATION STUDY OF HIV PROGRESSION. (2017) (2)
Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping (2020) (2)
Assessing Population Level Genetic Instability via Moving Average (2010) (2)
Integrative genomic testing of cancer survival using semiparametric linear transformation models (2016) (2)
On the Evaluation of Surrogate Markers in Real World Data Settings (2021) (2)
Mo1263 Higher Plasma Vitamin D is Associated With Reduced Risk of Clostridium difficile Infection in Patients With Inflammatory Bowel Disease (2014) (1)
M27 GENETIC VALIDATION OF BIPOLAR DISORDER IDENTIFIED BY AUTOMATED PHENOTYPING USING ELECTRONIC HEALTH RECORDS (2019) (1)
Predicting the Future Subject's Outcome via an Optimal Stratification Procedure with Baseline Information (2014) (1)
Estimating Average Treatment Effects with a Response-Informed Calibrated Propensity Score (2017) (1)
Six articles related to risk assessment and prediction based on work presented at the October 12–14, 2011 Conference on Risk Assessment and Evaluation of Predictions in Silver Spring, Maryland. (2013) (1)
Semi-supervised estimation of covariance with application to phenome-wide association studies with electronic medical records data (2020) (1)
Geometric variations associated with posterior communicating artery aneurysms (2021) (1)
Identifying patients who need additional biomarkers for better prediction of health outcome or diagnosis of clinical phenotype (2007) (1)
Multi-source Learning via Completion of Block-wise Overlapping Noisy Matrices (2021) (1)
On the global identifiability of logistic regression models with misclassified outcomes (2021) (1)
Comparative Risk of Thrombotic and Cardiovascular Events with Tofacitinib and Anti-TNF Agents in Patients with Inflammatory Bowel Diseases (2022) (1)
Use of narrative concepts in the EHR to validate genetic determinants of treatment response in a virtual inflammatory bowel disease cohort. (2019) (1)
New weighting methods when cases are only a subset of events in a nested case‐control study (2022) (1)
Issues in genomic screening: Critical values, sample sizes, and the ability to detect linkage (1999) (1)
Colonoscopy Is Associated With a Reduced Risk of Colon Cancer and Mortality in Patients With Inflammatory Bowel Diseases: ACG Auxiliary Award ‐ Member: 2202 (2014) (1)
Authorship Correction: International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study (Preprint) (2021) (1)
Risk prediction with imperfect survival outcome information from electronic health records (2021) (1)
Biomarker evaluation under imperfect nested case‐control design (2021) (1)
Geometric Features Associated with Middle Cerebral Artery Bifurcation Aneurysm Formation: A Matched Case-Control Study. (2021) (1)
221 Psychiatric Co-Morbidity Is Associated With Increased Risk of Surgery in Crohns Disease (2013) (1)
Joint Inferences on Vaccine Efficacy Against Infection and Disease with Application to the First HIV Vaccine Efficacy Trial (2006) (1)
Semi-supervised Calibration of Risk with Noisy Event Times (SCORNET) Using Electronic Health Record Data (2021) (1)
Temporal Trends in Clinical Evidence of 5-Year Survival Within Electronic Health Records Among Patients With Early-Stage Colon Cancer Managed With Laparoscopy-Assisted Colectomy vs Open Colectomy (2022) (1)
Regression Analysis for Multivariate Failure Time Observations (2000) (1)
Potential pitfalls in the use of real-world data for studying long COVID. (2023) (1)
Impact of COVID-19 Severity on Long-term Events in US Veterans using the Veterans Affairs Severity Index for COVID-19 (VASIC) (2022) (1)
Federated Offline Reinforcement Learning (2022) (1)
Weakly Semi-supervised phenotyping using Electronic Health records (2022) (1)
Developing and evaluating risk prediction models with panel current status data (2020) (1)
Authorship Correction: International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study (2021) (1)
Neurological Diagnoses in Hospitalized COVID-19 Patients Associated With Adverse Outcomes: A Multinational Cohort Study (2022) (1)
Informative Missingness: What can we learn from patterns in missing laboratory data in the electronic health record? (2022) (1)
Sequence robust association test for familial data (2017) (1)
Evaluating incremental values from new predictors with net reclassification improvement in survival analysis (2012) (0)
Using a surrogate with heterogeneous utility to test for a treatment effect (2022) (0)
OP-BIBJ160087 954..961 (2017) (0)
An efficient landmark model for prediction of suicide attempts in multiple clinical settings (2023) (0)
Web-based Supplementary Materials for “A General Statistical Framework for Subgroup Identiﬁcation and Comparative Treatment Scoring” by (2016) (0)
Supporting Information for “Risk Prediction with Imperfect Survival Outcome Information from Electronic Health Records” (2021) (0)
Electronic Medical Records for Discovery Research in Rheumatoid Arthritis Citation (2011) (0)
Privacy Preserving Integrative Regression Analysis of High-dimensional Heterogeneous Data (2019) (0)
Tu1924 Comparative Effectiveness of Infliximab and Adalimumab in Crohn's Disease and Ulcerative Colitis (2016) (0)
Mo1262 Pharmacologic Thromboprophylaxis Reduces Post-Hospitalization Venous Thromboembolic Events in Patients With Inflammatory Bowel Disease (2014) (0)
A semi-supervised adaptive Markov Gaussian embedding process (SAMGEP) for prediction of phenotype event times using the electronic health record (2022) (0)
What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask (Preprint) (2020) (0)
302 Extraintestinal Cancers and Mortality in Patients With Primary Sclerosing Cholangitis and Inflammatory Bowel Disease (2014) (0)
Definition of Crohns Disease and Ulcerative Colitis in Electronic Medical Records Using Natural Language Processing (2013) (0)
Subgroup specific incremental value of new markers for risk prediction (2012) (0)
The association between low density lipoprotein ( LDL ) and RA genetic factors with LDL levels in rheumatoid arthritis and non-RA controls (2014) (0)
Doubly Robust Exposure-Response Curve Estimation using Penalized Spline: Application to Long-term PM2.5 and Probability of Death in a Year (2018) (0)
Sa1121 Diabetes Is an Independent Risk Factor for Immunosuppression-Related Infections in Patients With Inflammatory Bowel Diseases (2015) (0)
Robust dynamic risk prediction with longitudinal studies (2017) (0)
A new weighting method when not all the events are selected as cases in a nested case-control study (2021) (0)
Mo1548: RISK OF INFECTIONS WITH USTEKINUMAB AND TOFACITINIB COMPARED TO TUMOR NECROSIS FACTOR ANTANOGISTS IN INFLAMMATORY BOWEL DISEASES (2022) (0)
1122 Statin Use Is Associated With Reduced Risk of Colorectal Cancer in Inflammatory Bowel Diseases (2016) (0)
Heroin Use Is Associated with Ruptured Saccular Aneurysms (2017) (0)
Adopting nested case–control quota sampling designs for the evaluation of risk markers (2013) (0)
Abstract 050: Phenome Wide Association Study of IL6R Variants Identifies a Drug Target for Cardiovascular Disease and Inflammation (2018) (0)
Su1324 Serum Inflammatory Markers and Risk of Colorectal Cancer in Patients With Inflammatory Bowel Disease (2014) (0)
Associations of anthropometry and lifestyle factors with HDL subspecies according to apolipoprotein C-III patient-oriented and epidemiological research (2020) (0)
Abstract 2118: Using electronic medical records to assemble a lung cancer cohort for prognosis study (2020) (0)
A Novel Multi-Disease Automated Phenotyping Method for the EHR [R package sureLDA version 0.1.0-1] (2020) (0)
Medical Decision Making Reviewers, 2013 (2014) (0)
Decreased Total Iron Binding Capacity May Correlate with Ruptured Intracranial Aneurysms (2019) (0)
455: COMORBIDITY INFLUENCES THE COMPARATIVE SAFETY OF BIOLOGIC THERAPY IN OLDER ADULTS WITH INFLAMMATORY BOWEL DISEASES (2022) (0)
Scalable relevance ranking algorithm via semantic similarity assessment improves efficiency of medical chart review (2022) (0)
Probabilistic record linkage of de-identified research datasets with discrepancies using diagnosis codes (2019) (0)
ATLAS: An automated association test using probabilistically linked health records with application to genetic studies (2021) (0)
A Short Introduction to MiniNLP (2013) (0)
Framework of the Centralized Interactive Phenomics Resource (CIPHER) standard for electronic health data-based phenomics knowledgebase. (2023) (0)
T64 Genome-Wide Association Study Of Posttraumatic Stress Disorder Symptoms In Two Cohorts Of United States Army Soldiers (2017) (0)
Towards Optimal Use of Surrogate Markers to Improve Power (2022) (0)
Improving EHR Chart Review Efficiency via Semantic Similarity Assessment (2017) (0)
Improving the power of genetic association tests with imperfect phenotype derived from electronic medical records (2014) (0)
Year Paper Landmark Prediction of Survival (2016) (0)
Acronym Disambiguation in Clinical Notes from Electronic Health Records (2020) (0)
Clustering Multiple Sclerosis Medication Sequence Data with Mixture Markov Chain Analysis with covariates using Multiple Simplex Constrained Optimization Routine (MSiCOR) (2016) (0)
Abstract P138: Apolipoprotein CIII Is Associated With Risk Of Diabetes And Defines A High-density Lipoprotein Subtype That Isn’t Protective (2014) (0)
Consensus Knowledge Graph Learning via Multi-view Sparse Low Rank Block Model (2022) (0)
sureLDA: A Novel Multi-Disease Automated Phenotyping Method for the Electronic Health Record (2019) (0)
Abstract P118: Machine Learning Algorithm For Improving Classification Of Myocardial Infarction Across A Diverse Population Using US Veteran Electronic Health Record Data (2021) (0)
Semi-supervised Transfer Learning for Evaluation of Model Classification Performance (2022) (0)
Finding the Optimal Dynamic Treatment Regime Using Smooth Fisher Consistent Surrogate Loss (2021) (0)
Multimodal representation learning for predicting molecule–disease relations (2023) (0)
Surrogate-Assisted Federated Learning of high dimensional Electronic Health Record Data (2023) (0)
Identifying shared genetic architecture between rheumatoid arthritis and other conditions: a phenome-wide association study with genetic risk scores. (2023) (0)
Alcohol Consumption and Aneurysmal Subarachnoid Hemorrhage (2017) (0)
High-throughput Phenotyping via Denoised Normal Mixture Transformation (2017) (0)
Harnessing electronic health records for real-world evidence (2022) (0)
Defining a Statistically Valid Type 2 Diabetes Cohort in the Partners HealthCare EMR (2016) (0)
Efficient and Robust Estimation of τ-year Risk Prediction Models Leveraging Time Varying Intermediate Outcomes (2021) (0)
Acute respiratory distress syndrome after SARS-CoV-2 infection on young adult population: International observational federated study based on electronic health records through the 4CE consortium (2023) (0)
Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization (2022) (0)
High-Throughput Phenotyping with EHR using a Common Automated Pipeline [R package PheCAP version 1.2.1] (2020) (0)
Adaptive Combination of Conditional Average Treatment Effects Based on Randomized and Observational Data (2021) (0)
Evaluating longitudinal markers under two-phase study designs. (2019) (0)
High-Throughput Multimodal Automated Phenotyping (MAP) Incorporating Natural Language Processing with Application to PheWAS (2018) (0)
Comment (2016) (0)
Computable Phenotypes enabled by the i2b2 Validation Platform (2015) (0)
BELT: Blockwise Missing Embedding Learning Transfomer (2021) (0)
Reply to Sabanés Bové and Held's “Comment on Cai and Betensky (2003), On the Poisson Approximation for Hazard Regression” (2013) (0)
Identifying surrogate markers in real‐world comparative effectiveness research (2022) (0)
Using Electronic Health Records Data for Comparative Effectiveness Research (2017) (0)
Efficient Assessment of Individualized Disease Risk and Treatment Response via Augmentation (2017) (0)
Knowledge-Driven Online Multimodal Automated Phenotyping System (2022) (0)
Mode of Childbirth and Long-term Outcomes in Women With Inflammatory Bowel Diseases: ACG Governors Award for Excellence in Clinical Research: 1608 (2014) (0)
Assessing the value of a censored surrogate outcome (2019) (0)
Multi-view Banded Spectral Clustering with Application to ICD9 Clustering (2018) (0)
Semisupervised Calibration of Risk with Noisy Event Times (SCORNET) using electronic health record data. (2022) (0)
208 – Safety and Efficacy of Anti-TNF Therapy in Older Patients with Ulcerative Colitis: A Patient-Level Pooled Analysis of Rct Data (2019) (0)
APOLIPOPROTEIN E IN LIPOPROTEIN SUBSPECIES AND RISK OF DEMENTIA (2019) (0)
AJG-22-0793 1845..1850 (0)
Tu1435: TOFACITINIB IS NOT ASSOCIATED WITH A HIGHER RISK OF THROMBOTIC AND CARDIOVASCULAR EVENTS COMPARED WITH ANTITUMOR NECROSIS FACTORS AGENTS IN PATIENTS WITH IBD (2022) (0)

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