Olga Medvedeva

TL;DR: Using the general visual classification tutor, SlideTutor is created, a tutoring system for microscopic diagnosis of inflammatory diseases of skin.

TL;DR: The DeepPhe software enables automated extraction of detailed phenotype information from electronic medical records of cancer patients, and provides critical and missing computational methods for computational phenotyping that will further accelerate the transition to precision cancer treatment.

TL;DR: A natural language processing (NLP) system that is able to annotate and classify all BI-RADS mentions present in a single radiology report and can serve as the foundation for future studies that will leverage automated BI- RADS annotation to provide feedback to radiologists as part of a learning health system loop.

TL;DR: The open-source, freely available TCGA Expedition software can be used to create a local collaborative infrastructure for acquiring, managing, and analyzing TCGA data and other large public datasets.

TL;DR: Results showed that immediate feedback in an intelligent tutoring system had a statistically significant positive effect on learning gains, G and discrimination, and this decline was not prevented when students used a version of the tutors system that provided other metacognitive scaffolds.