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Author Details
Full Name
Patrick B Ryan
Affiliation
Columbia University Irving Medical Center
ORCID
Career Start Year
2010
Papers
189
H Index
43
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
38010062
Bayesian safety surveillance with adaptive bias correction.
Stat Med
2024
38010062
Bayesian safety surveillance with adaptive bias correction.
Stat Med
2024
36826399
Reproducible variability: assessing investigator discordance across 9 research teams attempting to reproduce the same observational study.
J Am Med Inform Assoc
2023
37598737
Padé approximant meets federated learning: A nearly lossless, one-shot algorithm for evidence synthesis in distributed research networks with rare outcomes.
J Biomed Inform
2023
37034358
Contextualising adverse events of special interest to characterise the baseline incidence rates in 24 million patients with COVID-19 across 26 databases: a multinational retrospective cohort study.
EClinicalMedicine
2023
36826399
Reproducible variability: assessing investigator discordance across 9 research teams attempting to reproduce the same observational study.
J Am Med Inform Assoc
2023
37328600
Serially Combining Epidemiological Designs Does Not Improve Overall Signal Detection in Vaccine Safety Surveillance.
Drug Saf
2023
37128407
Phenotyping in distributed data networks: selecting the right codes for the right patients.
AMIA Annu Symp Proc
2023
36991144
A standardized framework for risk-based assessment of treatment effect heterogeneity in observational healthcare databases.
NPJ Digit Med
2023
37598737
Padé approximant meets federated learning: A nearly lossless, one-shot algorithm for evidence synthesis in distributed research networks with rare outcomes.
J Biomed Inform
2023
36991144
A standardized framework for risk-based assessment of treatment effect heterogeneity in observational healthcare databases.
NPJ Digit Med
2023
37034358
Contextualising adverse events of special interest to characterise the baseline incidence rates in 24 million patients with COVID-19 across 26 databases: a multinational retrospective cohort study.
EClinicalMedicine
2023
37328600
Serially Combining Epidemiological Designs Does Not Improve Overall Signal Detection in Vaccine Safety Surveillance.
Drug Saf
2023
37128407
Phenotyping in distributed data networks: selecting the right codes for the right patients.
AMIA Annu Symp Proc
2023
34870731
90-Day all-cause mortality can be predicted following a total knee replacement: an international, network study to develop and validate a prediction model.
Knee Surg Sports Traumatol Arthrosc
2022
35392566
Current Approaches to Vaccine Safety Using Observational Data: A Rationale for the EUMAEUS (Evaluating Use of Methods for Adverse Events Under Surveillance-for Vaccines) Study Design.
Front Pharmacol
2022
35653017
Phenotype Algorithms for the Identification and Characterization of Vaccine-Induced Thrombotic Thrombocytopenia in Real World Data: A Multinational Network Cohort Study.
Drug Saf
2022
35579818
Using Iterative Pairwise External Validation to Contextualize Prediction Model Performance: A Use Case Predicting 1-Year Heart Failure Risk in Patients with Diabetes Across Five Data Sources.
Drug Saf
2022
35429722
Logistic regression models for patient-level prediction based on massive observational data: Do we need all data?
Int J Med Inform
2022
35873596
Vaccine Safety Surveillance Using Routinely Collected Healthcare Data-An Empirical Evaluation of Epidemiological Designs.
Front Pharmacol
2022
35559254
Factors Influencing Background Incidence Rate Calculation: Systematic Empirical Evaluation Across an International Network of Observational Databases.
Front Pharmacol
2022
36207711
Adaptation and validation of a coding algorithm for the Charlson Comorbidity Index in administrative claims data using the SNOMED CT standardized vocabulary.
BMC Med Inform Decis Mak
2022
35680274
Large-scale evidence generation and evaluation across a network of databases for type 2 diabetes mellitus (LEGEND-T2DM): a protocol for a series of multinational, real-world comparative cardiovascular effectiveness and safety studies.
BMJ Open
2022
35995107
PheValuator 2.0: Methodological improvements for the PheValuator approach to semi-automated phenotype algorithm evaluation.
J Biomed Inform
2022
35614485
Learning patient-level prediction models across multiple healthcare databases: evaluation of ensembles for increasing model transportability.
BMC Med Inform Decis Mak
2022
35482996
Characterizing Anchoring Bias in Vaccine Comparator Selection Due to Health Care Utilization With COVID-19 and Influenza: Observational Cohort Study.
JMIR Public Health Surveill
2022
35354802
DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models.
Nat Commun
2022
36188566
International cohort study indicates no association between alpha-1 blockers and susceptibility to COVID-19 in benign prostatic hyperplasia patients.
Front Pharmacol
2022
36506524
Corrigendum: Vaccine safety surveillance using routinely collected healthcare data-An empirical evaluation of epidemiological designs.
Front Pharmacol
2022
34870731
90-Day all-cause mortality can be predicted following a total knee replacement: an international, network study to develop and validate a prediction model.
Knee Surg Sports Traumatol Arthrosc
2022
35094685
Seek COVER: using a disease proxy to rapidly develop and validate a personalized risk calculator for COVID-19 outcomes in an international network.
BMC Med Res Methodol
2022
35345821
Unraveling COVID-19: A Large-Scale Characterization of 4.5 Million COVID-19 Cases Using CHARYBDIS.
Clin Epidemiol
2022
35680274
Large-scale evidence generation and evaluation across a network of databases for type 2 diabetes mellitus (LEGEND-T2DM): a protocol for a series of multinational, real-world comparative cardiovascular effectiveness and safety studies.
BMJ Open
2022
35653017
Phenotype Algorithms for the Identification and Characterization of Vaccine-Induced Thrombotic Thrombocytopenia in Real World Data: A Multinational Network Cohort Study.
Drug Saf
2022
35614485
Learning patient-level prediction models across multiple healthcare databases: evaluation of ensembles for increasing model transportability.
BMC Med Inform Decis Mak
2022
35579818
Using Iterative Pairwise External Validation to Contextualize Prediction Model Performance: A Use Case Predicting 1-Year Heart Failure Risk in Patients with Diabetes Across Five Data Sources.
Drug Saf
2022
35345821
Unraveling COVID-19: A Large-Scale Characterization of 4.5 Million COVID-19 Cases Using CHARYBDIS.
Clin Epidemiol
2022
35429722
Logistic regression models for patient-level prediction based on massive observational data: Do we need all data?
Int J Med Inform
2022
35392566
Current Approaches to Vaccine Safety Using Observational Data: A Rationale for the EUMAEUS (Evaluating Use of Methods for Adverse Events Under Surveillance-for Vaccines) Study Design.
Front Pharmacol
2022
35559254
Factors Influencing Background Incidence Rate Calculation: Systematic Empirical Evaluation Across an International Network of Observational Databases.
Front Pharmacol
2022
35482996
Characterizing Anchoring Bias in Vaccine Comparator Selection Due to Health Care Utilization With COVID-19 and Influenza: Observational Cohort Study.
JMIR Public Health Surveill
2022
35354802
DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models.
Nat Commun
2022
36506524
Corrigendum: Vaccine safety surveillance using routinely collected healthcare data-An empirical evaluation of epidemiological designs.
Front Pharmacol
2022
35873596
Vaccine Safety Surveillance Using Routinely Collected Healthcare Data-An Empirical Evaluation of Epidemiological Designs.
Front Pharmacol
2022
36207711
Adaptation and validation of a coding algorithm for the Charlson Comorbidity Index in administrative claims data using the SNOMED CT standardized vocabulary.
BMC Med Inform Decis Mak
2022
35995107
PheValuator 2.0: Methodological improvements for the PheValuator approach to semi-automated phenotype algorithm evaluation.
J Biomed Inform
2022
36188566
International cohort study indicates no association between alpha-1 blockers and susceptibility to COVID-19 in benign prostatic hyperplasia patients.
Front Pharmacol
2022
35094685
Seek COVER: using a disease proxy to rapidly develop and validate a personalized risk calculator for COVID-19 outcomes in an international network.
BMC Med Res Methodol
2022
33260201
Towards clinical data-driven eligibility criteria optimization for interventional COVID-19 clinical trials.
J Am Med Inform Assoc
2021
35727911
Characterising the background incidence rates of adverse events of special interest for covid-19 vaccines in eight countries: multinational network cohort study.
BMJ
2021
1 - 50 of 378
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Stanford University
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