Keith Humphreys

According to our database1, Keith Humphreys authored at least 12 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network.
J. Am. Medical Informatics Assoc., 2024

2023
Prediction of opioid-related outcomes in a medicaid surgical population: Evidence to guide postoperative opiate therapy and monitoring.
PLoS Comput. Biol., 2023

Quasi-Monte Carlo Methods for Binary Event Models with Complex Family Data.
J. Comput. Graph. Stat., 2023

2022
Changes in postoperative opioid prescribing across three diverse healthcare systems, 2010-2020.
Frontiers Digit. Health, 2022

2021
Asymptotically Exact and Fast Gaussian Copula Models for Imputation of Mixed Data Types.
Proceedings of the Asian Conference on Machine Learning, 2021

2017
E-Science technologies in a workflow for personalized medicine using cancer screening as a case study.
J. Am. Medical Informatics Assoc., 2017

2016
Spatial Relations of Mammographic Density Regions and their Association with Breast Cancer Risk.
Proceedings of the 20th Conference on Medical Image Understanding and Analysis, 2016

2009
Utilizing identity-by-descent probabilities for genetic fine-mapping in population based samples, via spatial smoothing of haplotype effects.
Comput. Stat. Data Anal., 2009

2003
iVia Open Source Virtual Library System.
D Lib Mag., 2003

Respecting the human needs of students in the development of e-learning.
Comput. Educ., 2003

2000
Improving the Mean-Field Approximation in Belief Networks Using Bahadur's Reparameterisation of the Multivariate Binary Distribution.
Neural Process. Lett., 2000

1999
The exploration of new methods for learning in binary Boltzmann machines.
Proceedings of the Seventh International Workshop on Artificial Intelligence and Statistics, 1999


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