Al'ona Furmanchuk

According to our database, Al'ona Furmanchuk authored at least 6 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deep learning for identifying personal and family history of suicidal thoughts and behaviors from EHRs.

Prakash Adekkanattu, Al'ona Furmanchuk, Yonghui Wu, Aman Pathak, Braja Gopal Patra, Sarah Bost, Destinee Morrow, Grace Hsin-Min Wang, Yuyang Yang, Noah James Forrest, Yuan Luo, Theresa L. Walunas, Wei-Hsuan Lo-Ciganic, Walid Gelad, Jiang Bian, Yuhua Bao, Mark G. Weiner, David W. Oslin, Jyotishman Pathak

npj Digit. Medicine, 2024

2021

Extracting social determinants of health from electronic health records using natural language processing: a systematic review.

Braja Gopal Patra, Mohit M. Sharma, Veer Vekaria, Prakash Adekkanattu, Olga V. Patterson, Benjamin S. Glicksberg, Lauren A. Lepow, Euijung Ryu, Joanna M. Biernacka, Al'ona Furmanchuk, Thomas J. George, William R. Hogan, Yonghui Wu, Xi Yang, Jiang Bian, Myrna Weissman, Priya Wickramaratne, J. John Mann, Mark Olfson, Thomas R. Campion Jr., Mark G. Weiner, Jyotishman Pathak

J. Am. Medical Informatics Assoc., 2021

Evaluation of the Portability of Natural Language Processing-based Computable Phenotypes in the eMERGE Network.

Jennifer A. Pacheco, Luke V. Rasmussen, Ken Wiley, Thomas N. Person, David J. Cronkite, Sunghwan Sohn, Shawn N. Murphy, Justin H. Gundelach, Vivian S. Gainer, Victor M. Castro, Cong Liu, Todd Lingren, Frank D. Mentch, Agnes S. Sundaresan, Garrett Eickelberg, Valerie Willis, Al'ona Furmanchuk, Roshan Patel, David S. Carrell, Marc S. Williams, Elizabeth W. Karlson, Jodell E. Linder, Yuan Luo, Chunhua Weng, Wei-Qi Wei

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2018

Prediction of seebeck coefficient for compounds without restriction to fixed stoichiometry: A machine learning approach.

Al'ona Furmanchuk, James E. Saal, Jeff W. Doak, Gregory B. Olson, Alok N. Choudhary, Ankit Agrawal

J. Comput. Chem., 2018

2017

A Machine Learning-Based Approach for Identifying Atopic Dermatitis in Adults from Electronic Health Records.

Erin N. Gustafson, Al'ona Furmanchuk, Jennifer A. Pacheco, Firas H. Wehbe, Kathryn L. Jackson, Abel N. Kho, William K. Thompson, Jonathan Silverberg

Proceedings of the AMIA 2017, 2017

Use of Clinical Phenotypes and Non-negative Tensor Factorization for Heart Failure Prediction.

Yu Deng, Al'ona Furmanchuk, Robert Chen, Faraz S. Ahmad, Jimeng Sun, Abel N. Kho

Proceedings of the AMIA 2017, 2017