Prati
Li-Fang Cheng
Li-Fang Cheng
Senior Data Scientist at Verily Life Sciences, LLC
Potvrđena adresa e-pošte na verily.com - Početna stranica
Naslov
Citirano
Citirano
Godina
A reinforcement learning approach to weaning of mechanical ventilation in intensive care units
N Prasad, LF Cheng, C Chivers, M Draugelis, BE Engelhardt
arXiv preprint arXiv:1704.06300, 2017
2042017
Sparse multi-output Gaussian processes for online medical time series prediction
LF Cheng, B Dumitrascu, G Darnell, C Chivers, M Draugelis, K Li, ...
BMC Medical Informatics and Decision Making 20 (1), 1-23, 2020
902020
An optimal policy for patient laboratory tests in intensive care units
LF Cheng, N Prasad, BE Engelhardt
Pacific symposium on biocomputing..., 2019
382019
Bayesian nonparametric discovery of isoforms and individual specific quantification
D Aguiar, LF Cheng, B Dumitrascu, F Mordelet, AA Pai, BE Engelhardt
Nature communications 9 (1), 1-12, 2018
112018
Architecture design of the multi-functional wavelet-based ECG microprocessor for realtime detection of abnormal cardiac events
LF Cheng, TC Chen, LG Chen
2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012
102012
Patient-specific effects of medication using latent force models with gaussian processes
LF Cheng, B Dumitrascu, M Zhang, C Chivers, M Draugelis, K Li, ...
International Conference on Artificial Intelligence and Statistics, 4045-4055, 2020
72020
Validation of a Deep Learning Algorithm for Continuous, Real‐Time Detection of Atrial Fibrillation Using a Wrist‐Worn Device in an Ambulatory Environment
MZ Poh, AJ Battisti, LF Cheng, J Lin, A Patwardhan, GS Venkataraman, ...
Journal of the American Heart Association 12 (19), e030543, 2023
22023
Low-power multi-processor system architecture design for universal biomedical signal processing
LF Cheng, TC Chen, LG Chen
2013 IEEE International Symposium on Circuits and Systems (ISCAS), 857-860, 2013
22013
Density-based hardware-oriented classification for spike sorting microsystems
LF Cheng, TC Chen, NF Chang, LG Chen
2011 5th International IEEE/EMBS Conference on Neural Engineering, 170-173, 2011
22011
Large Linear Multi-output Gaussian Process Learning
V Feinberg, LF Cheng, K Li, BE Engelhardt
arXiv preprint arXiv:1705.10813, 2017
12017
BIISQ: Bayesian nonparametric discovery of Isoforms and Individual Specific Quantification
D Aguiar, LF Cheng, B Dumitrascu, F Mordelet, AA Pai, BE Engelhardt
arXiv preprint arXiv:1703.08260, 2017
12017
VLSI design and implementation of density-based spike classification for neuroprosthetic applications
L Cheng, T Chen, L Chen
Proceedings of the APSIPA Annual Summit and Conference (ASC'11), 2011
12011
Large-scale Multi-output Gaussian Processes for Clinical Decision Support
LF Cheng
Princeton, NJ: Princeton University, 2019
2019
Sparse multi-output Gaussian processes for medical time series prediction
LF Cheng, G Darnell, B Dumitrascu, C Chivers, ME Draugelis, K Li, ...
arXiv preprint arXiv:1703.09112, 2017
2017
The Impact of Missing Data in User-Generated mHealth Time Series
LF Cheng, D Stück, T Quisel, L Foschini
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