Cargando…

dPQL: a lossless distributed algorithm for generalized linear mixed model with application to privacy-preserving hospital profiling

OBJECTIVE: To develop a lossless distributed algorithm for generalized linear mixed model (GLMM) with application to privacy-preserving hospital profiling. MATERIALS AND METHODS: The GLMM is often fitted to implement hospital profiling, using clinical or administrative claims data. Due to individual...

Descripción completa

Detalles Bibliográficos
Autores principales:	Luo, Chongliang, Islam, Md Nazmul, Sheils, Natalie E, Buresh, John, Schuemie, Martijn J, Doshi, Jalpa A, Werner, Rachel M, Asch, David A, Chen, Yong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Oxford University Press 2022
Materias:	Research and Applications
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9277633/ https://www.ncbi.nlm.nih.gov/pubmed/35579348 http://dx.doi.org/10.1093/jamia/ocac067

Ejemplares similares

DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models
por: Luo, Chongliang, et al.
Publicado: (2022)

Variation in US Hospital Mortality Rates for Patients Admitted With COVID-19 During the First 6 Months of the Pandemic
por: Asch, David A., et al.
Publicado: (2021)

Trends in US Patients Receiving Care for Eating Disorders and Other Common Behavioral Health Conditions Before and During the COVID-19 Pandemic
por: Asch, David A., et al.
Publicado: (2021)

The role of PQL genes in response to salinity tolerance in Arabidopsis and barley
por: Alqahtani, Mashael, et al.
Publicado: (2021)

Privacy-preserving model learning on a blockchain network-of-networks
por: Kuo, Tsung-Ting, et al.
Publicado: (2020)

Distributed learning for heterogeneous clinical data with application to integrating COVID-19 data across 230 sites
por: Tong, Jiayi, et al.
Publicado: (2022)

Nucleotide Archival Format (NAF) enables efficient lossless reference-free compression of DNA sequences
por: Kryukov, Kirill, et al.
Publicado: (2019)

Implementing a hash-based privacy-preserving record linkage tool in the OneFlorida clinical research network
por: Bian, Jiang, et al.
Publicado: (2019)

Assessing the impact of privacy-preserving record linkage on record overlap and patient demographic and clinical characteristics in PCORnet(®), the National Patient-Centered Clinical Research Network
por: Marsolo, Keith, et al.
Publicado: (2022)

Creation of a data commons for substance misuse related health research through privacy-preserving patient record linkage between hospitals and state agencies
por: Afshar, Majid, et al.
Publicado: (2023)

Using word embeddings to improve the privacy of clinical notes
por: Abdalla, Mohamed, et al.
Publicado: (2020)

Describing the Health Status of Women Experiencing Violence or Abuse: An Observational Study Using Claims Data
por: Kishton, Rachel, et al.
Publicado: (2022)

Design and implementation of a standardized framework to generate and evaluate patient-level prediction models using observational healthcare data
por: Reps, Jenna M, et al.
Publicado: (2018)

Lossless Compression Handbook
por: Sayood, Khalid
Publicado: (2002)

Signal Acquisition-Independent Lossless Electrocardiogram Compression Using Adaptive Linear Prediction
por: Bannajak, Krittapat, et al.
Publicado: (2023)

Privacy-preserving construction of generalized linear mixed model for biomedical computation
por: Zhu, Rui, et al.
Publicado: (2020)

Addressing Beacon re-identification attacks: quantification and mitigation of privacy risks
por: Raisaro, Jean Louis, et al.
Publicado: (2017)

Disposition toward privacy and information disclosure in the context of emerging health technologies
por: Schairer, Cynthia E, et al.
Publicado: (2019)

Dark clouds and silver linings: impact of COVID-19 on internet users’ privacy
por: Gopal, Ram D, et al.
Publicado: (2021)

Lossless Image Coding Using Non-MMSE Algorithms to Calculate Linear Prediction Coefficients
por: Ulacha, Grzegorz, et al.
Publicado: (2023)

Free DICOM de-identification tools in clinical research: functioning and safety of patient privacy
por: Aryanto, K. Y. E., et al.
Publicado: (2015)

Privacy-protecting, reliable response data discovery using COVID-19 patient observations
por: Kim, Jihoon, et al.
Publicado: (2021)

Lossless information hiding in images
por: Lu, Zhe-Ming, et al.
Publicado: (2017)

Dynamically adjusting case reporting policy to maximize privacy and public health utility in the face of a pandemic
por: Brown, J Thomas, et al.
Publicado: (2022)

Large-scale evidence generation and evaluation across a network of databases (LEGEND): assessing validity using hypertension as a case study
por: Schuemie, Martijn J, et al.
Publicado: (2020)

A Lossless Network for Data Acquisition
por: Jereczek, Grzegorz Edmund, et al.
Publicado: (2016)

A Lossless Network for Data Acquisition
por: Jereczek, Grzegorz Edmund, et al.
Publicado: (2016)

Exploration of GPU-enabled lossless compressors
por: Rua, Stefan
Publicado: (2022)

Making graphs compact by lossless contraction
por: Fan, Wenfei, et al.
Publicado: (2022)

Comparative effectiveness over time of the mRNA-1273 (Moderna) vaccine and the BNT162b2 (Pfizer-BioNTech) vaccine
por: Islam, Nazmul, et al.
Publicado: (2022)

Is there an association between hospital staffing levels and inpatient-COVID-19 mortality rates?
por: Al-Amin, Mona, et al.
Publicado: (2022)

Privacy preserving data visualizations
por: Avraam, Demetris, et al.
Publicado: (2021)

Privacy-Preserving Blockchain Technologies
por: Valadares, Dalton Cézane Gomes, et al.
Publicado: (2023)

Efficient VANET safety message delivery and authenticity with privacy preservation
por: Mohamed, Taha M., et al.
Publicado: (2021)

A Lossless Switch for Data Acquisition Networks
por: Jereczek, Grzegorz Edmund
Publicado: (2015)

A Lossless Switch for Data Acquisition Networks
por: Jereczek, Grzegorz Edmund, et al.
Publicado: (2015)

Lossless hybridization between photovoltaic and thermoelectric devices
por: Park, Kwang-Tae, et al.
Publicado: (2013)

Lossless Compression of Human Movement IMU Signals
por: Chiasson, David, et al.
Publicado: (2020)

Lossless Decompression Accelerator for Embedded Processor with GUI
por: Hwang, Gwan Beom, et al.
Publicado: (2021)

Lossless indexing with counting de Bruijn graphs
por: Karasikov, Mikhail, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_qha4rat91cicvgnafrg3g3mnc3