Search Results for author: Andrey Rzhetsky

Found 5 papers, 3 papers with code

Soft Sensing Transformer: Hundreds of Sensors are Worth a Single Word

1 code implementation10 Nov 2021 Chao Zhang, Jaswanth Yella, Yu Huang, Xiaoye Qian, Sergei Petrov, Andrey Rzhetsky, Sthitie Bom

We demonstrate the challenges and effectiveness of modeling industrial big data by a Soft Sensing Transformer model on these data sets.

Sentence Time Series +1

Lightweight Mobile Automated Assistant-to-physician for Global Lower-resource Areas

no code implementations28 Oct 2021 Chao Zhang, Hanxin Zhang, Atif Khan, Ted Kim, Olasubomi Omoleye, Oluwamayomikun Abiona, Amy Lehman, Christopher O. Olopade, Olufunmilayo I. Olopade, Pedro Lopes, Andrey Rzhetsky

Importance: Lower-resource areas in Africa and Asia face a unique set of healthcare challenges: the dual high burden of communicable and non-communicable diseases; a paucity of highly trained primary healthcare providers in both rural and densely populated urban areas; and a lack of reliable, inexpensive internet connections.

BioRelEx 1.0: Biological Relation Extraction Benchmark

1 code implementation WS 2019 Hrant Khachatrian, Lilit Nersisyan, Karen Hambardzumyan, Tigran Galstyan, Anna Hakobyan, Arsen Arakelyan, Andrey Rzhetsky, Aram Galstyan

Automatic extraction of relations and interactions between biological entities from scientific literature remains an extremely challenging problem in biomedical information extraction and natural language processing in general.

Relation Relation Extraction

Centralized "big science" communities more likely generate non-replicable results

no code implementations15 Jan 2018 Valentin Danchev, Andrey Rzhetsky, James A. Evans

Growing concern that most published results, including those widely agreed upon, may be false are rarely examined against rapidly expanding research production.

Social and Information Networks Adaptation and Self-Organizing Systems Data Analysis, Statistics and Probability Quantitative Methods

RIDDLE: Race and ethnicity Imputation from Disease history with Deep LEarning

1 code implementation6 Jul 2017 Ji-Sung Kim, Xin Gao, Andrey Rzhetsky

Anonymized electronic medical records are an increasingly popular source of research data.

Imputation

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