selected publications
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academic article
- Formalizing drug indications on the road to therapeutic intent.. Journal of the American Medical Informatics Association : JAMIA. 24:1169-1172. 2017
- Pharos: Collating protein information to shed light on the druggable genome.. Nucleic acids research. 45:D995-D1002. 2017
- Protein biomarker druggability profiling.. Journal of biomedical informatics. 66:241-247. 2017
- Medical decision support using machine learning for early detection of late-onset neonatal sepsis.. Journal of the American Medical Informatics Association : JAMIA. 21:326-336. 2014
- Machine learning for predicting the response of breast cancer to neoadjuvant chemotherapy.. Journal of the American Medical Informatics Association : JAMIA. 20:688-695. 2013
- Early prediction of the response of breast tumors to neoadjuvant chemotherapy using quantitative MRI and machine learning.. AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium. 2011:868-877. 2011
- Early prediction of reading disability using machine learning.. AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium. 2009:667-671. 2009
- Learning causal and predictive clinical practice guidelines from data.. Studies in health technology and informatics. 129:850-854. 2007
- Causal discovery from medical textual data.. Proceedings / AMIA ... Annual Symposium. AMIA Symposium. :542-546. 2000
- A study in causal discovery from population-based infant birth and death records.. Proceedings / AMIA ... Annual Symposium. AMIA Symposium. :315-319. 1999
- Two-Stage Machine Learning model for guideline development.. Artificial intelligence in medicine. 16:51-71. 1999
- MENTOR: a Bayesian Model for prediction of mental retardation in newborns.. Research in developmental disabilities. 18:303-318.