User profiles for "author:Krzysztof Sakrejda"

Krzysztof Sakrejda

University of Michigan, Ann Arbor
Verified email at umich.edu
Cited by 737

An open challenge to advance probabilistic forecasting for dengue epidemics

MA Johansson, KM Apfeldorf… - Proceedings of the …, 2019 - National Acad Sciences
A wide range of research has promised new tools for forecasting infectious disease
dynamics, but little of that research is currently being applied in practice, because tools do …

Robust estimates of environmental effects on population vital rates: an integrated capture–recapture model of seasonal brook trout growth, survival and movement in a …

BH Letcher, P Schueller, RD Bassar… - Journal of Animal …, 2015 - Wiley Online Library
Modelling the effects of environmental change on populations is a key challenge for
ecologists, particularly as the pace of change increases. Currently, modelling efforts are …

Unification of regression-based methods for the analysis of natural selection

MB Morrissey, K Sakrejda - Evolution, 2013 - academic.oup.com
Regression analyses are central to characterization of the form and strength of natural
selection in nature. Two common analyses that are currently used to characterize selection …

Prospective forecasts of annual dengue hemorrhagic fever incidence in Thailand, 2010–2014

SA Lauer, K Sakrejda, EL Ray… - Proceedings of the …, 2018 - National Acad Sciences
Dengue hemorrhagic fever (DHF), a severe manifestation of dengue viral infection that can
cause severe bleeding, organ impairment, and even death, affects between 15,000 and …

Infectious disease prediction with kernel conditional density estimation

EL Ray, K Sakrejda, SA Lauer… - Statistics in …, 2017 - Wiley Online Library
Creating statistical models that generate accurate predictions of infectious disease
incidence is a challenging problem whose solution could benefit public health decision …

[HTML][HTML] Challenges in real-time prediction of infectious disease: a case study of dengue in Thailand

NG Reich, SA Lauer, K Sakrejda… - PLoS neglected …, 2016 - journals.plos.org
Epidemics of communicable diseases place a huge burden on public health infrastructures
across the world. Producing accurate and actionable forecasts of infectious disease …

Case study in evaluating time series prediction models using the relative mean absolute error

NG Reich, J Lessler, K Sakrejda, SA Lauer… - The American …, 2016 - Taylor & Francis
Statistical prediction models inform decision-making processes in many real-world settings.
Prior to using predictions in practice, one must rigorously test and validate candidate models …

[HTML][HTML] Layered Screening and Contact-Limiting Interventions Are Necessary to Reduce SARS-Cov-2 Outbreak Risks in Large Urban Jails

K Sakrejda, C Zawitz, RA Weinstein… - The American Journal …, 2023 - ncbi.nlm.nih.gov
Highly transmissible infections with short serial intervals, such as SARS-Cov-2 and
influenza, can quickly overwhelm healthcare resources in institutional settings such as jails …

[HTML][HTML] 276 Prognostic value of tumor size varies by treatment in a meta-analysis of 15 randomized clinical trials in advanced non-small cell lung cancer across …

J Buros, K Sakrejda, D Lee, E Novik, P Jewsbury - 2020 - jitc.bmj.com
Background RECIST 1 is commonly used to characterize intermediate outcomes for clinical
trials in the context of solid tumors, and it is largely based on a standardized measure of …

Correction for Johansson et al., An open challenge to advance probabilistic forecasting for dengue epidemics.

MA Johansson, KM Apfeldorf, S Dobson… - Proceedings of the …, 2020 - escholarship.org
Correction for “An open challenge to advance probabilistic forecasting for dengue
epidemics,” by Michael A. Johansson, Karyn M. Apfeldorf, Scott Dobson, Jason Devita, Anna …