William Ogallo

27 papers A* 3B 1Misc 6Journal 11Unranked 6

Year	Rank	Type	Title / Venue / Authors
2024	A*	`conf`	SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery. IJCAI 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, Joseph A. Morrone, Shreyans Sethi, Seung-gu Kang, Tien Huynh, Kenney Ng, Diwakar Mahajan, Hongyang Li, Matan Ninio, Shervin Ayati, Efrat Hexter, Wendy D. Cornell
2023	J	`jnl`	Analysis of user interactions with a digital health wallet for enabling care continuity in the context of an ongoing pandemic. J. Am. Medical Informatics Assoc. 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
2023	J	`jnl`	Detecting Systematic Deviations in Data and Models. Computer Skyler Speakman, Girmaw Abebe Tadesse, Celia Cintas, William Ogallo, Tanya Akumu, Adebayo Oshingbesan
2023	J	`jnl`	Domain-agnostic and Multi-level Evaluation of Generative Models. CoRR Girmaw Abebe Tadesse, Jannis Born, Celia Cintas, William Ogallo, Dmitry Zubarev, Matteo Manica, Komminist Weldemariam
2023	J	`jnl`	Quantifying the impact of COVID-19 on essential health services: a comparison of interrupted time series analysis using Prophet and Poisson regression models. J. Am. Medical Informatics Assoc. 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, Aisha Walcott-Bryant
2022	J	`jnl`	A Collaborative Approach to the Analysis of the COVID-19 Response in Africa. CoRR Sharon Okwako, Irene Wanyana, Alice Namale, Betty Kivumbi Nannyonga, Sekou L. Remy, William Ogallo, Susan Kizito, Aisha Walcott-Bryant, Rhoda Wanyenze
2022	B	`conf`	Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data. IEEE Big Data Girmaw Abebe Tadesse, William Ogallo, Celia Cintas, Skyler Speakman
2022	J	`jnl`	Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data. CoRR Girmaw Abebe Tadesse, William Ogallo, Celia Cintas, Skyler Speakman
2022	Misc	`conf`	Principled Subpopulation Analysis of the BetterBirth Study and the Impact of WHO's Safe Childbirth Checklist Intervention. AMIA Girmaw Abebe Tadesse, Megan Marx Delaney, Victor Akinwande, William Ogallo, Claire-Helene Mershon, Katherine Semrau, Skyler Speakman
2022	J	`jnl`	Sparsity-based Feature Selection for Anomalous Subgroup Discovery. CoRR Girmaw Abebe Tadesse, William Ogallo, Catherine Wanjiru, Charles Wachira, Isaiah Onando Mulang', Vibha Anand, Aisha Walcott-Bryant, Skyler Speakman
2021	Misc	`conf`	A Framework for Inferring Epidemiological Model Parameters using Bayesian Nonparametrics. AMIA Oliver E. Bent, Charles Wachira, Sekou L. Remy, William Ogallo, Aisha Walcott
2021	J	`jnl`	Automated Supervised Feature Selection for Differentiated Patterns of Care. CoRR Catherine Wanjiru, William Ogallo, Girmaw Abebe Tadesse, Charles Wachira, Isaiah Onando Mulang', Aisha Walcott-Bryant
2021	Misc	`conf`	Automatic Stratification of Tabular Health Data. AMIA Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, William Ogallo, Claire-Helene Mershon, Nosa Orobaton, Daniel B. Neill
2021	J	`jnl`	Disease Progression Modeling Workbench 360. CoRR Parthasarathy Suryanarayanan, Prithwish Chakraborty, Piyush Madan, Kibichii Bore, William Ogallo, Rachita Chandra, Mohamed F. Ghalwash, Italo Buleje, Sekou L. Remy, Shilpa Mahatma, Pablo Meyer, Jianying Hu
2021	—	`conf`	Hierarchical Representation of Complex Intervention Sequences for Automated Subgroup Analysis in Critical Care Settings. MedInfo Amee Trivedi, William Ogallo, Girmaw Abebe Tadesse
2021	J	`jnl`	Post-discovery Analysis of Anomalous Subsets. CoRR Isaiah Onando Mulang', William Ogallo, Girmaw Abebe Tadesse, Aisha Walcott-Bryant
2020	A*	`conf`	Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error. IJCAI Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, Edward McFowland
2020	Misc	`conf`	Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine Learning. AMIA William Ogallo, Skyler Speakman, Victor Akinwande, Kush R. Varshney, Aisha Walcott, Charity Wayua, Komminist Weldemariam, Claire-Helene Mershon, Nosa Orobaton
2020	A*	`conf`	Inspection of Blackbox Models for Evaluating Vulnerability in Maternal, Newborn, and Child Health. IJCAI William Ogallo, Skyler Speakman, Victor Akinwande, Kush R. Varshney, Aisha Walcott-Bryant, Charity Wayua, Komminist Weldemariam
2020	J	`jnl`	WNTRAC: Artificial Intelligence Assisted Tracking of Non-pharmaceutical Interventions Implemented Worldwide for COVID-19. CoRR 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, William Ogallo, Fred Otieno, Timothy Nyota, Fiona Matu, Vesna Resende Barros, Daniel Shats, Oren Kagan, Sekou L. Remy, Oliver Bent, Shilpa Mahatma, Aisha Walcott-Bryant, Divya Pathak, Michal Rosen-Zvi
2019	—	`conf`	Enabling Care Continuity using a Digital Health Wallet. ICHI Samuel Osebe, Aisha Walcott, Komminist Weldemariam, Charles M. Wachira, Fiona Matu, Nelson Bore, David Kaguma, Juliet Mutahi, William Ogallo, Celia Cintas, Sekou L. Remy
2019	—	`conf`	Enhancing Guideline-Based Prescribing and Personalized Medication Scheduling. MedInfo Charles Wachira, Samuel Osebe, William Ogallo, Aisha Walcott-Bryant
2019	—	`conf`	Towards neural abstractive clinical trial text summarization with sequence to sequence models. ICHI Celia Cintas, William Ogallo, Aisha Walcott, Sekou L. Remy, Victor Akinwande, Samuel Osebe
2018	Misc	`conf`	Validation of the Behavior of a Knowledge Base Implementing Clinical Guidelines for Point-of-Care Antiretroviral Toxicity Monitoring. AMIA William Ogallo, Carol Friedman, Andrew S. Kanter
2016	Misc	`conf`	Using Natural Language Processing and Network Analysis to Develop a Conceptual Framework for Medication Therapy Management Research. AMIA William Ogallo, Andrew S. Kanter
2015	—	`conf`	Modelling the Medication Management System for Resource Limited Settings: A Formal Representation of the Prescribing and Dispensing Phases. MedInfo William Ogallo, Andrew S. Kanter
2015	—	`conf`	Towards a Clinical Decision Support System for Drug Allergy Management: Are Existing Drug Reference Terminologies Sufficient for Identifying Substitutes and Cross-Reactants? MedInfo William Ogallo, Andrew S. Kanter