Detection of Anomalous Patterns Associated with the Impact of Medications on 30-Day Hospital Readmission Rates in Diabetes Care
- William Ogallo
- Girmaw Abebe Tadesse
- et al.
- 2021
- AMIA Informatics Summit 2021
Conference paper
Publications
44 results for Skyler Speakman
Successes and Misses of Global Health Development: Detecting Temporal Concept Drift of Under-5 Mortality Prediction Models with Bias Scan
- Ifrah Idrees
- Skyler Speakman
- et al.
- 2021
- AMIA Informatics Summit 2021
Conference paperData-level Linkage of Multiple Surveys for Improved Understanding of Global Health Challenges
- Girmaw Abebe Tadesse
- Celia Cintas
- et al.
- 2021
- AMIA Informatics Summit 2021
Conference paperInspection of blackbox models for evaluating vulnerability in maternal, newborn, and child health
- William Ogallo
- Skyler Speakman
- et al.
- 2021
- IJCAI 2020
Conference paperDetecting adversarial attacks via subset scanning of autoencoder activations and reconstruction error
- Celia Cintas
- Skyler Speakman
- et al.
- 2021
- IJCAI 2020
Conference paperSuccesses and Misses of Global Health Development: Detecting Temporal Concept Drift of Under-5 Mortality Prediction Models with Bias Scan
- Ifrah Idrees
- Skyler Speakman
- et al.
- 2021
- AMIA Annual Symposium
PaperUnsupervised Discovery of Subgroups with Anomalous Maternal and Neonatal Outcomes with WHO’s Safe Childbirth Checklist as Intervention
- Girmaw Abebe Tadesse
- William Ogallo
- et al.
- 2020
- NeurIPS 2020
Workshop paperIdentifying Audio Adversarial Examples via Anomalous Pattern Detection
- Victor Akinwande
- Celia Cintas
- et al.
- 2020
- KDD 2020
Workshop paperPrediction of neonatal mortality in Sub-Saharan African countries using data-level linkage of multiple surveys
- Girmaw Abebe Tadesse
- Celia Cintas
- et al.
- 2020
- ICML 2020
Workshop paperCross-country linkage of disjoint datasets to address global health challenges
- Girmaw Abebe Tadesse
- Celia Cintas
- et al.
- 2021
- IJCAI 2020
Workshop paper