Towards a Clinical Decision Support System for Drug Allergy Management: Are Existing Drug Reference Terminologies Sufficient for Identifying Substitutes and Cross-Reactants? - William Ogallo; Andrew S. Kanter (MedInfo, 2015)

Modelling the Medication Management System for Resource Limited Settings: A Formal Representation of the Prescribing and Dispensing Phases. - William Ogallo; Andrew S. Kanter (MedInfo, 2015)

Using Natural Language Processing and Network Analysis to Develop a Conceptual Framework for Medication Therapy Management Research. - William Ogallo; Andrew S. Kanter (AMIA, 2016)

Validation of the Behavior of a Knowledge Base Implementing Clinical Guidelines for Point-of-Care Antiretroviral Toxicity Monitoring. - William Ogallo; Carol Friedman; Andrew S. Kanter (AMIA, 2018)

Towards neural abstractive clinical trial text summarization with sequence to sequence models. - Celia Cintas; William Ogallo; Aisha Walcott; Sekou L. Remy; Victor Akinwande; Samuel Osebe (ICHI, 2019)

Enabling Care Continuity using a Digital Health Wallet. - Samuel Osebe; Aisha Walcott; Komminist Weldemariam; Charles M. Wachira; Fiona Matu; Nelson Bore; David Kaguma; Juliet Mutahi; William Ogallo; Celia Cintas; Sekou L. Remy (ICHI, 2019)

Enhancing Guideline-Based Prescribing and Personalized Medication Scheduling. - Charles Wachira; Samuel Osebe; William Ogallo; Aisha Walcott-Bryant (MedInfo, 2019)

Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine Learning. - William Ogallo; Skyler Speakman; Victor Akinwande; Kush R. Varshney; Aisha Walcott; Charity Wayua; Komminist Weldemariam; Claire-Helene Mershon; Nosa Orobaton (AMIA, 2020)

Preservation of Anomalous Subgroups On Variational Autoencoder Transformed Data. - Samuel C. Maina; Reginald E. Bryant; William O. Ogallo; Kush R. Varshney; Skyler Speakman; Celia Cintas; Aisha Walcott-Bryant; Robert-Florian Samoilescu; Komminist Weldemariam (ICASSP, 2020)

Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error. - Celia Cintas; Skyler Speakman; Victor Akinwande; William Ogallo; Komminist Weldemariam; Srihari Sridharan; Edward McFowland (IJCAI, 2020)

Inspection of Blackbox Models for Evaluating Vulnerability in Maternal, Newborn, and Child Health. - William Ogallo; Skyler Speakman; Victor Akinwande; Kush R. Varshney; Aisha Walcott-Bryant; Charity Wayua; Komminist Weldemariam (IJCAI, 2020)

WNTRAC: Artificial Intelligence Assisted Tracking of Non-pharmaceutical Interventions Implemented Worldwide for COVID-19. - Parthasarathy Suryanarayanan; Ching-Huei Tsou; Ananya Poddar; Diwakar Mahajan; Bharath Dandala; Piyush Madan; Anshul Agrawal; Charles Wachira; Samuel Mogaka Osebe; Osnat Bar-Shira; Clifton Kipchirchir; Sharon Okwako; et al. (CoRR, 2020)

A Framework for Inferring Epidemiological Model Parameters using Bayesian Nonparametrics. - Oliver E. Bent; Charles Wachira; Sekou L. Remy; William Ogallo; Aisha Walcott (AMIA, 2021)

Automatic Stratification of Tabular Health Data. - Skyler Speakman; Girmaw Abebe Tadesse; Victor Akinwande; William Ogallo; Claire-Helene Mershon; Nosa Orobaton; Daniel B. Neill (AMIA, 2021)

Hierarchical Representation of Complex Intervention Sequences for Automated Subgroup Analysis in Critical Care Settings. - Amee Trivedi; William Ogallo; Girmaw Abebe Tadesse (MedInfo, 2021)

Disease Progression Modeling Workbench 360. - Parthasarathy Suryanarayanan; Prithwish Chakraborty; Piyush Madan; Kibichii Bore; William Ogallo; Rachita Chandra; Mohamed F. Ghalwash; Italo Buleje; Sekou L. Remy; Shilpa Mahatma; Pablo Meyer 001; Jianying Hu (CoRR, 2021)

Automated Supervised Feature Selection for Differentiated Patterns of Care. - Catherine Wanjiru; William Ogallo; Girmaw Abebe Tadesse; Charles Wachira; Isaiah Onando Mulang'; Aisha Walcott-Bryant (CoRR, 2021)

Post-discovery Analysis of Anomalous Subsets. - Isaiah Onando Mulang'; William Ogallo; Girmaw Abebe Tadesse; Aisha Walcott-Bryant (CoRR, 2021)

Principled Subpopulation Analysis of the BetterBirth Study and the Impact of WHO's Safe Childbirth Checklist Intervention. - Girmaw Abebe Tadesse; Megan Marx Delaney; Victor Akinwande; William Ogallo; Claire-Helene Mershon; Katherine Semrau; Skyler Speakman (AMIA, 2022)

Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data. - Girmaw Abebe Tadesse; William Ogallo; Celia Cintas; Skyler Speakman (IEEE Big Data, 2022)

Sparsity-based Feature Selection for Anomalous Subgroup Discovery. - Girmaw Abebe Tadesse; William Ogallo; Catherine Wanjiru; Charles Wachira; Isaiah Onando Mulang'; Vibha Anand; Aisha Walcott-Bryant; Skyler Speakman (CoRR, 2022)

A Collaborative Approach to the Analysis of the COVID-19 Response in Africa. - Sharon Okwako; Irene Wanyana; Alice Namale; Betty Kivumbi Nannyonga; Sekou L. Remy; William Ogallo; Susan Kizito; Aisha Walcott-Bryant; Rhoda Wanyenze (CoRR, 2022)

Domain-agnostic and Multi-level Evaluation of Generative Models. - Girmaw Abebe Tadesse; Jannis Born; Celia Cintas; William Ogallo; Dmitry Zubarev; Matteo Manica; Komminist Weldemariam (CoRR, 2023)

Detecting Systematic Deviations in Data and Models. - Skyler Speakman; Girmaw Abebe Tadesse; Celia Cintas; William Ogallo; Tanya Akumu; Adebayo Oshingbesan (Computer, 2023)

Quantifying the impact of COVID-19 on essential health services: a comparison of interrupted time series analysis using Prophet and Poisson regression models. - William Ogallo; Irene Wanyana; Girmaw Abebe Tadesse; Catherine Wanjiru; Victor Akinwande; Steven Kabwama; Sekou Lionel Remy; Charles Wachira; Sharon Okwako; Susan Kizito; Rhoda Wanyenze; Suzanne Kiwanuka; et al. (J. Am. Medical Informatics Assoc., 2023)

Analysis of user interactions with a digital health wallet for enabling care continuity in the context of an ongoing pandemic. - Charles Wachira; William Ogallo; Sharon Okwako; Sekou Lionel Remy; Zipporah Bukania; Mercy Karimi Njeru; Moses Mwangi; Sharon Mokua; Wycliffe Omwanda; Daniele Ressler; Aisha Walcott-Bryant (J. Am. Medical Informatics Assoc., 2023)

SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery. - Bum Chul Kwon; Simona Rabinovici-Cohen; Beldine Moturi; Ruth Mwaura; Kezia Wahome; Oliver Njeru; Miguel Shinyenyi; Catherine Wanjiru; Sekou L. Remy; William Ogallo; Itai Guez; Parthasarathy Suryanarayanan; et al. (IJCAI, 2024)