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Personalized Medication Dosing Using Volatile Data Streams.

M. Ghassemi, T. Hanai, M. Westover, R. Mark, and S. Nemati. AAAI Workshops, volume WS-18 of AAAI Technical Report, page 435-442. AAAI Press, (2018)

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Mohammad Ebrahimi University of Stuttgart

Mohammad Kasra Habib University of Stuttgart

M. Nudischer

M. Kratzer

M. Liewald

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A fast and memory-efficient algorithm for learning and retrieval of phenotypic dynamics in multivariate cohort time series.S. Nemati, and M. Ghassemi. BigData, page 41-44. IEEE Computer Society, (2014)Monitoring and detecting atrial fibrillation using wearable technology.S. Nemati, M. Ghassemi, V. Ambai, N. Isakadze, O. Levantsevych, A. Shah, and G. Clifford. EMBC, page 3394-3397. IEEE, (2016)Management and analytic of biomedical big data with cloud-based in-memory database and dynamic querying: a hands-on experience with real-world data.M. Feng, M. Ghassemi, T. Brennan, J. Ellenberger, I. Hussain, and R. Mark. KDD, page 1970. ACM, (2014)Detecting Depression with Audio/Text Sequence Modeling of Interviews.T. Hanai, M. Ghassemi, and J. Glass. INTERSPEECH, page 1716-1720. ISCA, (2018)How is the Doctor Feeling? ICU Provider Sentiment is Associated with Diagnostic Imaging Utilization.M. Ghassemi, T. Hanai, J. Raffa, R. Mark, S. Nemati, and F. Chokshi. EMBC, page 4058-4064. IEEE, (2018)Machine Learning and Decision Support in Critical Care.A. Johnson, M. Ghassemi, S. Nemati, K. Niehaus, D. Clifton, and G. Clifford. Proceedings of the IEEE, 104 (2): 444-466 (2016)Global Optimization Approaches for Parameter Tuning in Biomedical Signal Processing: A Focus of Multi-scale Entropy.M. Ghassemi, L. Lehman, J. Snoek, and S. Nemati. CinC, page 993-996. www.cinc.org, (2014)You Snooze, You Win: The PhysioNet/Computing in Cardiology Challenge 2018.M. Ghassemi, B. Moody, L. Lehman, C. Song, Q. Li, H. Sun, M. Westover, and G. Clifford. CinC, page 1-4. www.cinc.org, (2018)Patient Prognosis from Vital Sign Time Series: Combining Convolutional Neural Networks with a Dynamical Systems Approach.L. Lehman, M. Ghassemi, J. Snoek, and S. Nemati. CinC, page 1069-1072. www.cinc.org, (2015)A Deep Deterministic Policy Gradient Approach to Medication Dosing and Surveillance in the ICU.R. Lin, M. Stanley, M. Ghassemi, and S. Nemati. EMBC, page 4927-4931. IEEE, (2018)