Keith Humphreys

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 8

Top Topics

Monte Carlo Methods

Spatial Relations

Top Venues

J. Am. Medical Informatics Assoc.

Frontiers Digit. Health

Publications

Behzad Naderalvojoud, Catherine M. Curtin, Chen Yanover, Tal El-Hay, Byungjin Choi, Rae Woong Park, Javier Gracia-Tabuenca, Mary Pat Reeve, Thomas Falconer, Keith Humphreys, Steven M. Asch, Tina Hernandez-Boussard
Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network. J. Am. Medical Informatics Assoc. 31 (5) (2024)
Oualid El Hajouji, Ran Sun, Alban Zammit, Keith Humphreys, Steven M. Asch, Ian Carroll, Catherine M. Curtin, Tina Hernandez-Boussard
Prediction of opioid-related outcomes in a medicaid surgical population: Evidence to guide postoperative opiate therapy and monitoring. PLoS Comput. Biol. 19 (8) (2023)
Benjamin Christoffersen, Behrang Mahjani, Mark Clements, Hedvig Kjellström, Keith Humphreys
Quasi-Monte Carlo Methods for Binary Event Models with Complex Family Data. J. Comput. Graph. Stat. 32 (4) (2023)
Jean Coquet, Alban Zammit, Oualid El Hajouji, Keith Humphreys, Steven M. Asch, Thomas F. Osborne, Catherine M. Curtin, Tina Hernandez-Boussard
Changes in postoperative opioid prescribing across three diverse healthcare systems, 2010-2020. Frontiers Digit. Health 4 (2022)
Benjamin Christoffersen, Mark Clements, Keith Humphreys, Hedvig Kjellström
Asymptotically Exact and Fast Gaussian Copula Models for Imputation of Mixed Data Types. CoRR (2021)
Benjamin Christoffersen, Mark Clements, Keith Humphreys, Hedvig Kjellström
Asymptotically Exact and Fast Gaussian Copula Models for Imputation of Mixed Data Types. ACML (2021)
Ola Spjuth, Andreas Karlsson, Mark Clements, Keith Humphreys, Emma Ivansson, Jim Dowling, Martin Eklund, Alexandra Jauhiainen, Kamila Czene, Henrik Gronberg, Pär Sparén, Fredrik Wiklund, Abbas Cheddad, þorgerður Pálsdóttir, Mattias Rantalainen, Linda Abrahamsson, Erwin Laure, Jan-Eric Litton, Juni Palmgren
E-Science technologies in a workflow for personalized medicine using cancer screening as a case study. J. Am. Medical Informatics Assoc. 24 (5) (2017)
Maya Alsheh Ali, Mickaël Garnier, Keith Humphreys
Spatial Relations of Mammographic Density Regions and their Association with Breast Cancer Risk. MIUA (2016)
Linda Hartman, Ola Hössjer, Keith Humphreys
Utilizing identity-by-descent probabilities for genetic fine-mapping in population based samples, via spatial smoothing of haplotype effects. Comput. Stat. Data Anal. 53 (5) (2009)
Steve Mitchell, Margaret Mooney, Julie Mason, Gordon W. Paynter, Johannes Ruscheinski, Artur Kedzierski, Keith Humphreys
iVia Open Source Virtual Library System. D Lib Mag. 9 (1) (2003)
Moti Frank, Nurit Reich, Keith Humphreys
Respecting the human needs of students in the development of e-learning. Comput. Educ. 40 (1) (2003)
Keith Humphreys, D. M. Titterington
Improving the Mean-Field Approximation in Belief Networks Using Bahadur's Reparameterisation of the Multivariate Binary Distribution. Neural Process. Lett. 12 (2) (2000)
Keith Humphreys, D. M. Titterington
The exploration of new methods for learning in binary Boltzmann machines. AISTATS (1999)