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Research Output 2006 2020

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Conference contribution
2019

Characterizing Design Patterns of EHR-Driven Phenotype Extraction Algorithms

Zhong, Y., Rasmussen, L., Deng, Y., Pacheco, J., Smith, M. E., Starren, J. B., Wei, W. Q., Speltz, P., Denny, J., Walton, N., Hripcsak, G., Chute, C. G. & Luo, Y., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1143-1146 4 p. 8621240. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Phenotype
Electronic Health Records
Proxy
Macros
Learning systems
1 Citation (Scopus)

Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images

Mao, C., Yao, L., Pan, Y., Luo, Y. & Zeng, Z., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1209-1214 6 p. 8621107. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Thoracic Diseases
Classifiers
Thorax
X-Rays
X rays
2 Citations (Scopus)

Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes

Li, Y., Yao, L., Mao, C., Srivastava, A., Jiang, X. & Luo, Y., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 683-686 4 p. 8621574. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Critical Care
Acute Kidney Injury
Intensive care units
Critical Illness
Supervised learning

Early prediction of acute kidney injury in critical care setting using clinical notes and structured multivariate physiological measurements

Sun, M., Baron, J., Dighe, A., Szolovits, P., Wunderink, R. G., Isakova, T. & Luo, Y., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 368-372 5 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intensive care units
Critical Care
Acute Kidney Injury
Supervised learning
Learning systems
1 Citation (Scopus)

Implementing a Portable Clinical NLP System with a Common Data Model - A Lisp Perspective

Luo, Y. & Szolovits, P., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 461-466 6 p. 8621521. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unified Medical Language System
Search Engine
Semantics
Information Systems
Data structures

Rich text formatted EHR narratives: A hidden and ignored trove

Zeng, Z., Zhao, Y., Sun, M., Vo, A. H., Starren, J. B. & Luo, Y., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 472-476 5 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electronic Health Records
Health
Management Information Systems
Data warehouses
Community Hospital

Stratified mortality prediction of patients with acute kidney injury in critical care

Xu, Z., Luo, Y., Adekkanattu, P., Ancker, J. S., Jiang, G., Kiefer, R. C., Pacheco, J. A., Rasmussen, L. V., Pathak, J. & Wang, F., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 462-466 5 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Critical Care
Acute Kidney Injury
Mortality
Learning systems
Critical Illness
1 Citation (Scopus)

Supervised Nonnegative Matrix Factorization to Predict ICU Mortality Risk

Chao, G., Mao, C., Wang, F., Zhao, Y. & Luo, Y., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1189-1194 6 p. 8621403. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intensive care units
Factorization
Mortality
Logistics
Time series

Using machine learning to integrate socio-behavioral factors in predicting cardiovascular-related mortality risk

Wang, H., Li, Y., Ning, H., Wilkins, J. T., Lloyd-Jones, D. M. & Luo, Y., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 433-437 5 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Mortality
Learning algorithms
Cardiovascular Diseases
Early Diagnosis
2018
4 Citations (Scopus)

Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks

Yao, L., Mao, C. & Luo, Y., Jul 16 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018. Institute of Electrical and Electronics Engineers Inc., p. 70-71 2 p. 8411810. (Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning
Natural Language Processing
Informatics
Obesity
Neural networks

Portable Phenotyping System: A Portable Machine-Learning Approach to i2b2 Obesity Challenge

Sharma, H., Mao, C., Zhang, Y., Vatani, H., Yao, L., Zhong, Y., Rasmussen, L., Jiang, G., Pathak, J. & Luo, Y., Jul 16 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018. Institute of Electrical and Electronics Engineers Inc., p. 86-87 2 p. 8411818. (Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Patient Discharge Summaries
Obesity
Unified Medical Language System
Information Systems
Comorbidity
2 Citations (Scopus)

Using clinical narratives and structured data to identify distant recurrences in breast cancer

Zexian, Z., Ankita, R., Xiaoyu, L., Sasa, E., Clare, S. E., Khan, S. A. & Luo, Y., Jul 24 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics, ICHI 2018. Institute of Electrical and Electronics Engineers Inc., p. 44-52 9 p. 8419346. (Proceedings - 2018 IEEE International Conference on Healthcare Informatics, ICHI 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Breast Neoplasms
Electronic Health Records
Recurrence
Health
Area Under Curve
2016
22 Citations (Scopus)

Predicting ICU mortality risk by grouping temporal trends from a multivariate panel of physiologic measurements

Luo, Y., Xin, Y., Joshi, R., Celi, L. & Szolovits, P., Jan 1 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 42-50 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intensive care units
Factorization
Learning systems
Time series
Logistics
2014
1 Citation (Scopus)

A study on expert sourcing enterprise question collection and classification

Luo, Y., Boucher, T., Oral, T., Osofsky, D. & Weber, S., Jan 1 2014, Proceedings of the 9th International Conference on Language Resources and Evaluation, LREC 2014. Calzolari, N., Choukri, K., Goggi, S., Declerck, T., Mariani, J., Maegaard, B., Moreno, A., Odijk, J., Mazo, H., Piperidis, S. & Loftsson, H. (eds.). European Language Resources Association (ELRA), p. 181-188 8 p. (Proceedings of the 9th International Conference on Language Resources and Evaluation, LREC 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

expert
sales
ability
Enterprise
Sourcing