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William Ogallo
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2020 – today
- 2024
- [c17]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:
SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery. IJCAI 2024: 8713-8716 - 2023
- [j3]Skyler Speakman
, Girmaw Abebe Tadesse
Detecting Systematic Deviations in Data and Models. Computer 56(2): 82-92 (2023) - [j2]William Ogallo, Irene Wanyana, Girmaw Abebe Tadesse, Catherine Wanjiru, Victor Akinwande, Steven Kabwama, Sekou Lionel Remy
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. 30(4): 634-642 (2023) - [j1]Charles Wachira
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. 30(4): 674-682 (2023) - [i8]Girmaw Abebe Tadesse, Jannis Born, Celia Cintas, William Ogallo, Dmitry Zubarev, Matteo Manica, Komminist Weldemariam:
Domain-agnostic and Multi-level Evaluation of Generative Models. CoRR abs/2301.08750 (2023) - 2022
- [c16]Girmaw Abebe Tadesse, Megan Marx Delaney, Victor Akinwande, William Ogallo, Claire-Helene Mershon, Katherine Semrau, Skyler Speakman:
Principled Subpopulation Analysis of the BetterBirth Study and the Impact of WHO's Safe Childbirth Checklist Intervention. AMIA 2022 - [c15]Girmaw Abebe Tadesse, William Ogallo, Celia Cintas, Skyler Speakman:
Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data. IEEE Big Data 2022: 6039-6047 - [i7]Girmaw Abebe Tadesse, William Ogallo, Catherine Wanjiru, Charles Wachira, Isaiah Onando Mulang', Vibha Anand, Aisha Walcott-Bryant, Skyler Speakman:
Sparsity-based Feature Selection for Anomalous Subgroup Discovery. CoRR abs/2201.02008 (2022) - [i6]Girmaw Abebe Tadesse, William Ogallo, Celia Cintas, Skyler Speakman:
Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data. CoRR abs/2203.04386 (2022) - [i5]Sharon Okwako, Irene Wanyana, Alice Namale, Betty Kivumbi Nannyonga, Sekou L. Remy, William Ogallo, Susan Kizito, Aisha Walcott-Bryant, Rhoda Wanyenze:
A Collaborative Approach to the Analysis of the COVID-19 Response in Africa. CoRR abs/2210.01882 (2022) - 2021
- [c14]Oliver E. Bent, Charles Wachira, Sekou L. Remy, William Ogallo, Aisha Walcott:
A Framework for Inferring Epidemiological Model Parameters using Bayesian Nonparametrics. AMIA 2021 - [c13]Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, William Ogallo, Claire-Helene Mershon, Nosa Orobaton, Daniel B. Neill:
Automatic Stratification of Tabular Health Data. AMIA 2021 - [c12]Amee Trivedi, William Ogallo, Girmaw Abebe Tadesse:
Hierarchical Representation of Complex Intervention Sequences for Automated Subgroup Analysis in Critical Care Settings. MedInfo 2021: 789-793 - [i4]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:
Disease Progression Modeling Workbench 360. CoRR abs/2106.13265 (2021) - [i3]Catherine Wanjiru, William Ogallo, Girmaw Abebe Tadesse, Charles Wachira, Isaiah Onando Mulang', Aisha Walcott-Bryant:
Automated Supervised Feature Selection for Differentiated Patterns of Care. CoRR abs/2111.03495 (2021) - [i2]Isaiah Onando Mulang', William Ogallo, Girmaw Abebe Tadesse, Aisha Walcott-Bryant:
Post-discovery Analysis of Anomalous Subsets. CoRR abs/2111.14622 (2021) - 2020
- [c11]William Ogallo, Skyler Speakman, Victor Akinwande, Kush R. Varshney, Aisha Walcott, Charity Wayua, Komminist Weldemariam, Claire-Helene Mershon, Nosa Orobaton:
Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine Learning. AMIA 2020 - [c10]Samuel C. Maina, Reginald E. Bryant, William O. Ogallo, Kush R. Varshney, Skyler Speakman, Celia Cintas
Preservation of Anomalous Subgroups On Variational Autoencoder Transformed Data. ICASSP 2020: 3627-3631 - [c9]Celia Cintas
Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error. IJCAI 2020: 876-882 - [c8]William Ogallo, Skyler Speakman, Victor Akinwande, Kush R. Varshney, Aisha Walcott-Bryant, Charity Wayua, Komminist Weldemariam:
Inspection of Blackbox Models for Evaluating Vulnerability in Maternal, Newborn, and Child Health. IJCAI 2020: 5282-5284 - [i1]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:
WNTRAC: Artificial Intelligence Assisted Tracking of Non-pharmaceutical Interventions Implemented Worldwide for COVID-19. CoRR abs/2009.07057 (2020)
2010 – 2019
- 2019
- [c7]Celia Cintas
Towards neural abstractive clinical trial text summarization with sequence to sequence models. ICHI 2019: 1-3 - [c6]Samuel Osebe, Aisha Walcott, Komminist Weldemariam, Charles M. Wachira, Fiona Matu, Nelson Bore, David Kaguma, Juliet Mutahi, William Ogallo, Celia Cintas
Enabling Care Continuity using a Digital Health Wallet. ICHI 2019: 1-7 - [c5]Charles Wachira, Samuel Osebe, William Ogallo, Aisha Walcott-Bryant:
Enhancing Guideline-Based Prescribing and Personalized Medication Scheduling. MedInfo 2019: 873-877 - 2018
- [c4]William Ogallo, Carol Friedman, Andrew S. Kanter:
Validation of the Behavior of a Knowledge Base Implementing Clinical Guidelines for Point-of-Care Antiretroviral Toxicity Monitoring. AMIA 2018 - 2016
- [c3]William Ogallo, Andrew S. Kanter:
Using Natural Language Processing and Network Analysis to Develop a Conceptual Framework for Medication Therapy Management Research. AMIA 2016 - 2015
- [c2]William Ogallo, Andrew S. Kanter
Towards a Clinical Decision Support System for Drug Allergy Management: Are Existing Drug Reference Terminologies Sufficient for Identifying Substitutes and Cross-Reactants? MedInfo 2015: 1088 - [c1]William Ogallo, Andrew S. Kanter
Modelling the Medication Management System for Resource Limited Settings: A Formal Representation of the Prescribing and Dispensing Phases. MedInfo 2015: 1106
Coauthor Index
aka: Aisha Walcott
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last updated on 2024-10-22 20:16 CEST by the dblp team
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