Colin Pawlowski
Colin Pawlowski
Director & Head of Data Sciences, nference
Потвърден имейл адрес: nference.net - Начална страница
From predictive methods to missing data imputation: an optimization approach
D Bertsimas, C Pawlowski, YD Zhuo
Journal of Machine Learning Research 18 (196), 1-39, 2018
FDA-authorized mRNA COVID-19 vaccines are effective per real-world evidence synthesized across a multi-state health system
C Pawlowski, P Lenehan, A Puranik, V Agarwal, AJ Venkatakrishnan, ...
Med 2 (8), 979-992. e8, 2021
Casirivimab–Imdevimab treatment is associated with reduced rates of hospitalization among high-risk patients with mild to moderate coronavirus disease-19
RR Razonable, C Pawlowski, JC O'Horo, LL Arndt, R Arndt, DM Bierle, ...
EClinicalMedicine 40, 2021
Exploratory analysis of immunization records highlights decreased SARS-CoV-2 rates in individuals with recent non-COVID-19 vaccinations
C Pawlowski, A Puranik, H Bandi, AJ Venkatakrishnan, V Agarwal, ...
Scientific reports 11 (1), 4741, 2021
Robust classification
D Bertsimas, J Dunn, C Pawlowski, YD Zhuo
INFORMS Journal on Optimization 1 (1), 2-34, 2019
Analysis of the effectiveness of the Ad26. COV2. S adenoviral vector vaccine for preventing COVID-19
J Corchado-Garcia, D Zemmour, T Hughes, H Bandi, T Cristea-Platon, ...
JAMA network open 4 (11), e2132540-e2132540, 2021
Real-time analysis of a mass vaccination effort confirms the safety of FDA-authorized mRNA COVID-19 vaccines
R McMurry, P Lenehan, S Awasthi, E Silvert, A Puranik, C Pawlowski, ...
Med 2 (8), 965-978. e5, 2021
Applied informatics decision support tool for mortality predictions in patients with cancer
D Bertsimas, J Dunn, C Pawlowski, J Silberholz, A Weinstein, YD Zhuo, ...
JCO clinical cancer informatics 2, 1-11, 2018
Intravenous bamlanivimab use associates with reduced hospitalization in high-risk patients with mild to moderate COVID-19
R Ganesh, CF Pawlowski, JC O’Horo, LL Arndt, RF Arndt, SJ Bell, ...
The Journal of clinical investigation 131 (19), 2021
Cerebral venous sinus thrombosis is not significantly linked to COVID-19 vaccines or non-COVID vaccines in a large multi-state health system
C Pawlowski, J Rincón-Hekking, S Awasthi, V Pandey, P Lenehan, ...
Journal of Stroke and Cerebrovascular Diseases 30 (10), 105923, 2021
Enoxaparin is associated with lower rates of mortality than unfractionated Heparin in hospitalized COVID-19 patients
C Pawlowski, AJ Venkatakrishnan, C Kirkup, G Berner, A Puranik, ...
EClinicalMedicine 33, 2021
COVID-19 vaccines dampen genomic diversity of SARS-CoV-2: Unvaccinated patients exhibit more antigenic mutational variance
MJM Niesen, P Anand, E Silvert, R Suratekar, C Pawlowski, P Ghosh, ...
MedRxiv, 2021.07. 01.21259833, 2021
Imputation of clinical covariates in time series
D Bertsimas, A Orfanoudaki, C Pawlowski
Machine Learning 110 (1), 185-248, 2021
SARS-CoV-2 and influenza coinfection throughout the COVID-19 pandemic: an assessment of coinfection rates, cohort characteristics, and clinical outcomes
C Pawlowski, E Silvert, JC O'Horo, PJ Lenehan, D Challener, E Gnass, ...
PNAS nexus 1 (3), pgac071, 2022
Counties with lower insurance coverage and housing problems are associated with both slower vaccine rollout and higher COVID-19 incidence
G Donadio, M Choudhary, E Lindemer, C Pawlowski, V Soundararajan
Vaccines 9 (9), 973, 2021
Surveillance of safety of 3 doses of COVID-19 mRNA vaccination using electronic health records
MJM Niesen, C Pawlowski, JC O’Horo, DW Challener, E Silvert, ...
JAMA network open 5 (4), e227038-e227038, 2022
Mapping each pre-existing condition’s association to short-term and long-term COVID-19 complications
AJ Venkatakrishnan, C Pawlowski, D Zemmour, T Hughes, A Anand, ...
npj digital medicine 4 (1), 117, 2021
Durability analysis of the highly effective BNT162b2 vaccine against COVID-19
A Puranik, PJ Lenehan, JC O'Horo, C Pawlowski, MJM Niesen, A Virk, ...
PNAS nexus 1 (3), pgac082, 2022
Pre-existing conditions are associated with COVID-19 patients’ hospitalization, despite confirmed clearance of SARS-CoV-2 virus
C Pawlowski, AJ Venkatakrishnan, E Ramudu, C Kirkup, A Puranik, ...
EClinicalMedicine 34, 2021
Inference from longitudinal laboratory tests characterizes temporal evolution of COVID-19-associated coagulopathy (CAC)
C Pawlowski, T Wagner, A Puranik, K Murugadoss, L Loscalzo, ...
Elife 9, e59209, 2020
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