The exploration of new methods for learning in binary Boltzmann machines. - Keith Humphreys; D. M. Titterington (AISTATS, 1999)

Improving the Mean-Field Approximation in Belief Networks Using Bahadur's Reparameterisation of the Multivariate Binary Distribution. - Keith Humphreys; D. M. Titterington (Neural Process. Lett., 2000)

Respecting the human needs of students in the development of e-learning. - Moti Frank; Nurit Reich; Keith Humphreys (Comput. Educ., 2003)

iVia Open Source Virtual Library System. - Steve Mitchell; Margaret Mooney; Julie Mason; Gordon W. Paynter; Johannes Ruscheinski; Artur Kedzierski; Keith Humphreys (D Lib Mag., 2003)

Utilizing identity-by-descent probabilities for genetic fine-mapping in population based samples, via spatial smoothing of haplotype effects. - Linda Hartman; Ola Hössjer; Keith Humphreys (Comput. Stat. Data Anal., 2009)

Spatial Relations of Mammographic Density Regions and their Association with Breast Cancer Risk. - Maya Alsheh Ali; Mickaël Garnier; Keith Humphreys (MIUA, 2016)

E-Science technologies in a workflow for personalized medicine using cancer screening as a case study. - Ola Spjuth; Andreas Karlsson; Mark Clements; Keith Humphreys; Emma Ivansson; Jim Dowling; Martin Eklund; Alexandra Jauhiainen; Kamila Czene; Henrik Gronberg; Pär Sparén; Fredrik Wiklund; et al. (J. Am. Medical Informatics Assoc., 2017)

Asymptotically Exact and Fast Gaussian Copula Models for Imputation of Mixed Data Types. - Benjamin Christoffersen; Mark Clements; Keith Humphreys; Hedvig Kjellström (ACML, 2021)

Changes in postoperative opioid prescribing across three diverse healthcare systems, 2010-2020. - Jean Coquet; Alban Zammit; Oualid El Hajouji; Keith Humphreys; Steven M. Asch; Thomas F. Osborne; Catherine M. Curtin; Tina Hernandez-Boussard (Frontiers Digit. Health, 2022)

Quasi-Monte Carlo Methods for Binary Event Models with Complex Family Data. - Benjamin Christoffersen; Behrang Mahjani; Mark Clements; Hedvig Kjellström; Keith Humphreys (J. Comput. Graph. Stat., 2023)

Prediction of opioid-related outcomes in a medicaid surgical population: Evidence to guide postoperative opiate therapy and monitoring. - Oualid El Hajouji; Ran Sun; Alban Zammit; Keith Humphreys; Steven M. Asch; Ian Carroll; Catherine M. Curtin; Tina Hernandez-Boussard (PLoS Comput. Biol., 2023)

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

Monitoring the opioid epidemic via social media discussions. - Delaney A. Smith; Adam Lavertu; Aadesh Salecha; Tymor Hamamsy; Keith Humphreys; Anna Lembke; Mathew V. Kiang; Russ B. Altman; Johannes C. Eichstaedt (npj Digit. Medicine, 2025)