Cargando…

Sparse multi-output Gaussian processes for online medical time series prediction

BACKGROUND: For real-time monitoring of hospital patients, high-quality inference of patients’ health status using all information available from clinical covariates and lab test results is essential to enable successful medical interventions and improve patient outcomes. Developing a computational...

Descripción completa

Detalles Bibliográficos
Autores principales:	Cheng, Li-Fang, Dumitrascu, Bianca, Darnell, Gregory, Chivers, Corey, Draugelis, Michael, Li, Kai, Engelhardt, Barbara E
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2020
Materias:	Technical Advance
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7341595/ https://www.ncbi.nlm.nih.gov/pubmed/32641134 http://dx.doi.org/10.1186/s12911-020-1069-4

Ejemplares similares

Sparse reconstruction of compressive sensing MRI using cross-domain stochastically fully connected conditional random fields
por: Li, Edward, et al.
Publicado: (2016)

Homotopic non-local regularized reconstruction from sparse positron emission tomography measurements
por: Wong, Alexander, et al.
Publicado: (2015)

Cell recognition based on topological sparse coding for microscopy imaging of focused ultrasound treatment
por: Wang, Zhenyou, et al.
Publicado: (2015)

Establishing confidence in the output of qualitative research synthesis: the ConQual approach
por: Munn, Zachary, et al.
Publicado: (2014)

New generation continuous cardiac output monitoring from carbon dioxide elimination
por: Peyton, Philip J., et al.
Publicado: (2019)

A comparison of the polytomous Rasch analysis output of RUMM2030 and R (ltm/eRm/TAM/lordif)
por: Robinson, Michael, et al.
Publicado: (2019)

HaloTag-based reporters for sparse labeling and cell tracking
por: Couturier, Lydie, et al.
Publicado: (2022)

Taking multi-morbidity into account when attributing DALYs to risk factors: comparing dynamic modeling with the GBD2010 calculation method
por: Boshuizen, Hendriek C., et al.
Publicado: (2017)

Using online technologies to improve diversity and inclusion in cognitive interviews with young people
por: Upadhyay, Ushma D., et al.
Publicado: (2020)

Interpreting HIV diagnostic histories into infection time estimates: analytical framework and online tool
por: Grebe, Eduard, et al.
Publicado: (2019)

Multiscale Poincaré plots for visualizing the structure of heartbeat time series
por: Henriques, Teresa S., et al.
Publicado: (2016)

Computer-assisted lip diagnosis on traditional Chinese medicine using multi-class support vector machines
por: Li, FuFeng, et al.
Publicado: (2012)

Statistical tests for detecting variance effects in quantitative trait studies
por: Dumitrascu, Bianca, et al.
Publicado: (2019)

Use of barbed sutures in robotic bariatric bypass surgery: a single-center case series
por: Beckmann, Jan Henrik, et al.
Publicado: (2019)

Guiding Efficient, Effective, and Patient-Oriented Electrolyte Replacement in Critical Care: An Artificial Intelligence Reinforcement Learning Approach
por: Prasad, Niranjani, et al.
Publicado: (2022)

Using intervention time series analyses to assess the effects of imperfectly identifiable natural events: a general method and example
por: Gilmour, Stuart, et al.
Publicado: (2006)

Outcome of bone defect reconstruction with clavicle bone cement prosthesis after tumor resection: a case series study
por: Lin, Bin, et al.
Publicado: (2014)

Automatic registration of multi-modal microscopy images for integrative analysis of prostate tissue sections
por: Lippolis, Giuseppe, et al.
Publicado: (2013)

Novel application of simultaneous multi-image display during complex robotic abdominal procedures
por: Woo, Yanghee, et al.
Publicado: (2014)

A novel Lugol’s iodine staining technique to visualize the upper margin of the surgical anal canal intraoperatively for Hirschsprung disease: a case series
por: Yokota, Kazuki, et al.
Publicado: (2020)

Interrupted time series analysis using autoregressive integrated moving average (ARIMA) models: a guide for evaluating large-scale health interventions
por: Schaffer, Andrea L., et al.
Publicado: (2021)

Multi-Dimensional Laser Confocal Microscopy on Live Cells in Submicroliter Volumes Using Glass Capillaries
por: Flaberg, Emilie, et al.
Publicado: (2006)

Virtual reality for 3D histology: multi-scale visualization of organs with interactive feature exploration
por: Liimatainen, Kaisa, et al.
Publicado: (2021)

The clubfoot assessment protocol (CAP); description and reliability of a structured multi-level instrument for follow-up
por: Andriesse, Hanneke, et al.
Publicado: (2005)

Evaluation of Mycobacterium tuberculosis viability in OMNIgene-SPUTUM reagent upon multi-day transport at ambient temperature
por: Tagliani, Elisa, et al.
Publicado: (2017)

Use of lumen-apposing metal stents (LAMS) in the management of gastro jejunostomy stricture following Roux-en-Y Gastric Bypass for obesity: a prospective series
por: Skidmore, Adam Peter
Publicado: (2021)

Bronchoscopic intratumoral injection of tranexamic acid to prevent excessive bleeding during multiple forceps biopsies of lesions with a high risk of bleeding: a prospective case series
por: Zamani, Adil
Publicado: (2014)

Automated inter-rater reliability assessment and electronic data collection in a multi-center breast cancer study
por: Thwin, Soe Soe, et al.
Publicado: (2007)

Accurate Classification of Differential Expression Patterns in a Bayesian Framework With Robust Normalization for Multi-Group RNA-Seq Count Data
por: Osabe, Takayuki, et al.
Publicado: (2019)

Prospective multi-centre Voxel Based Morphometry study employing scanner specific segmentations: Procedure development using CaliBrain structural MRI data
por: Moorhead, T William J, et al.
Publicado: (2009)

Simultaneous detection of lung fusions using a multiplex RT-PCR next generation sequencing-based approach: a multi-institutional research study
por: Vaughn, Cecily P., et al.
Publicado: (2018)

Quantification of cervical spine muscle fat: a comparison between T1-weighted and multi-echo gradient echo imaging using a variable projection algorithm (VARPRO)
por: Elliott, James M, et al.
Publicado: (2013)

HPV testing for cervical cancer screening: technical improvement of laboratory logistics and good clinical performance of the cobas 6800 in comparison to the 4800 system
por: Frayle, Helena, et al.
Publicado: (2019)

Surgical stabilization of the ipsilateral scapula and rib fractures using the mirror Judet approach: a preliminary result
por: Chuang, Chang-Han, et al.
Publicado: (2022)

Detecting differential growth of microbial populations with Gaussian process regression
por: Tonner, Peter D., et al.
Publicado: (2017)

Spatial cluster detection using dynamic programming
por: Sverchkov, Yuriy, et al.
Publicado: (2012)

SWAMP: Sliding Window Alignment Masker for PAML
por: Harrison, Peter W, et al.
Publicado: (2014)

Conditional gene expression reveals stage‐specific functions of the unfolded protein response in the Ustilago maydis–maize pathosystem
por: Schmitz, Lara, et al.
Publicado: (2019)

Clinical validation and assessment of a modular fluorescent imaging system and algorithm for rapid detection and quantification of dental plaque
por: Angelino, Keith, et al.
Publicado: (2017)

Posterior short segment pedicle screw fixation and TLIF for the treatment of unstable thoracolumbar/lumbar fracture
por: Wang, Ling, et al.
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_vq7vc08og1sq02iu1p35acrg9e