Search Results for author: Iya Khalil

Found 5 papers, 0 papers with code

Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation

no code implementations28 Dec 2022 Xiong Liu, Iya Khalil, Murthy Devarakonda

We propose custom2vec, an algorithmic framework to customize graph embeddings by incorporating user preferences in training the embeddings.

Information Retrieval Knowledge Graph Embedding +3

EEG-NeXt: A Modernized ConvNet for The Classification of Cognitive Activity from EEG

no code implementations8 Dec 2022 Andac Demir, Iya Khalil, Bulent Kiziltan

One of the main challenges in electroencephalogram (EEG) based brain-computer interface (BCI) systems is learning the subject/session invariant features to classify cognitive activities within an end-to-end discriminative setting.

Brain Computer Interface EEG +2

A Scalable AI Approach for Clinical Trial Cohort Optimization

no code implementations7 Sep 2021 Xiong Liu, Cheng Shi, Uday Deore, Yingbo Wang, Myah Tran, Iya Khalil, Murthy Devarakonda

FDA has been promoting enrollment practices that could enhance the diversity of clinical trial populations, through broadening eligibility criteria.

Attention-Based LSTM Network for COVID-19 Clinical Trial Parsing

no code implementations18 Dec 2020 Xiong Liu, Luca A. Finelli, Greg L. Hersch, Iya Khalil

COVID-19 clinical trial design is a critical task in developing therapeutics for the prevention and treatment of COVID-19.

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