Search Results for author: Italo Buleje

Found 5 papers, 0 papers with code

Health Guardian: Using Multi-modal Data to Understand Individual Health

no code implementations3 Oct 2023 Vince S. Siu, Kuan Yu Hsieh, Italo Buleje, Takashi Itoh, Tian Hao, Ben Civjan, Nigel Hinds, Bing Dang, Jeffrey L. Rogers, Bo Wen

These microservices can be deployed to a clinical cohort specified through the Clinical Task Manager (CTM).

Disease Progression Modeling Workbench 360

no code implementations24 Jun 2021 Parthasarathy Suryanarayanan, Prithwish Chakraborty, Piyush Madan, Kibichii Bore, William Ogallo, Rachita Chandra, Mohamed Ghalwash, Italo Buleje, Sekou Remy, Shilpa Mahatma, Pablo Meyer, Jianying Hu

In this work we introduce Disease Progression Modeling workbench 360 (DPM360) opensource clinical informatics framework for collaborative research and delivery of healthcare AI.

BIG-bench Machine Learning

A Canonical Architecture For Predictive Analytics on Longitudinal Patient Records

no code implementations24 Jul 2020 Parthasarathy Suryanarayanan, Bhavani Iyer, Prithwish Chakraborty, Bibo Hao, Italo Buleje, Piyush Madan, James Codella, Antonio Foncubierta, Divya Pathak, Sarah Miller, Amol Rajmane, Shannon Harrer, Gigi Yuan-Reed, Daby Sow

Many institutions within the healthcare ecosystem are making significant investments in AI technologies to optimize their business operations at lower cost with improved patient outcomes.

Fairness Management

Effect of secular trend in drug effectiveness study in real world data

no code implementations18 Aug 2018 Sharon Hensley Alford, Piyush Madan, Shilpa Mahatma, Italo Buleje, Yanyan Han, Fang Lu

Second, we included a covariate in the model for the number of days between the date of approval of the new drug and the treatment (new or standard) start date.

Attribute Causal Inference

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