Cargando…

Prediction of neonatal deaths in NICUs: development and validation of machine learning models

BACKGROUND: Prediction of neonatal deaths in NICUs is important for benchmarking and evaluating healthcare services in NICUs. Application of machine learning techniques can improve physicians’ ability to predict the neonatal deaths. The aim of this study was to present a neonatal death risk predicti...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sheikhtaheri, Abbas, Zarkesh, Mohammad Reza, Moradi, Raheleh, Kermani, Farzaneh
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2021
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8056638/ https://www.ncbi.nlm.nih.gov/pubmed/33874944 http://dx.doi.org/10.1186/s12911-021-01497-8

Ejemplares similares

A case-based reasoning system for neonatal survival and LOS prediction in neonatal intensive care units: a development and validation study
por: Kermani, Farzaneh, et al.
Publicado: (2023)

Cardiorespiratory signature of neonatal sepsis: Development and validation of prediction models in 3 NICUs
por: Kausch, Sherry L., et al.
Publicado: (2023)

Developing a Fuzzy Expert System to Predict the Risk of Neonatal Death
por: Safdari, Reza, et al.
Publicado: (2016)

Cardiopulmonary resuscitation of infants at birth: predictable or unpredictable?
por: Zarkesh, Mohammad Reza, et al.
Publicado: (2022)

Bacterial Diversity in Two Neonatal Intensive Care Units (NICUs)
por: Hewitt, Krissi M., et al.
Publicado: (2013)

Serratia marcescens Infections in Neonatal Intensive Care Units (NICUs)
por: Cristina, Maria Luisa, et al.
Publicado: (2019)

Learning from Wildfire Disaster Experience in California NICUs
por: Ma, Amy L., et al.
Publicado: (2020)

Machine learning-based mortality prediction models for smoker COVID-19 patients
por: Sharifi-Kia, Ali, et al.
Publicado: (2023)

Large differences in neonatal drug use between NICUs are common practice: time for consensus?
por: Flint, Robert B., et al.
Publicado: (2018)

Bioethical Decisions in Neonatal Intensive Care: Neonatologists’ Self-Reported Practices in Greek NICUs
por: Dagla, Maria, et al.
Publicado: (2020)

Nurses in NICUs’ views on nosocomial infection prevention
por: Gulia, Shilpa, et al.
Publicado: (2022)

Construction and validation of a predictive risk model for nosocomial infections with MDRO in NICUs: a multicenter observational study
por: Zhou, Jinyan, et al.
Publicado: (2023)

Vital Sign Metrics of VLBW Infants in Three NICUs: Implications for Predictive Algorithms
por: Zimmet, Amanda M., et al.
Publicado: (2021)

Practice variation in anti-epileptic drug use for neonatal hypoxic-ischemic encephalopathy among regional NICUs
por: Dizon, Maria L. V., et al.
Publicado: (2019)

Management of Oral Feeding Challenges in Neonatal Intensive Care Units (NICUs): A National Survey in China
por: Lyu, Tianchan, et al.
Publicado: (2020)

Antibiotic Resistance and Biofilm Infections in the NICUs and Methods to Combat It
por: Baltogianni, Maria, et al.
Publicado: (2023)

Determining the psychometric properties of safety attitudes questionnaire in NICUs
por: Sarhadi, Arezo, et al.
Publicado: (2023)

Families’ perspectives on monitoring infants’ health and development after discharge from NICUs
por: O’Shea, T. Michael
Publicado: (2020)

Machine Learning Models to Predict In-Hospital Mortality among Inpatients with COVID-19: Underestimation and Overestimation Bias Analysis in Subgroup Populations
por: Zarei, Javad, et al.
Publicado: (2022)

US NICUs and donor milk banks brace for COVID-19
por: Furlow, Bryant
Publicado: (2020)

Breastfeeding Evaluation Indicators System is a Promising Evaluation Tool for Preterm Infants in Neonatal Intensive Care Units (NICUs)
por: Yu, Xiurong, et al.
Publicado: (2016)

The Development of Data Collection Tools to Measure Parent–Infant Closeness and Family‐Centered Care in NICUs
por: Axelin, Anna, et al.
Publicado: (2020)

The implementation of kangaroo mother care and nurses’ perspective of barriers in Iranian’ NICUs
por: Namnabati, Mahboobeh, et al.
Publicado: (2016)

National Divergences in Perinatal Palliative Care Guidelines and Training in Tertiary NICUs
por: Boan Pion, Antonio, et al.
Publicado: (2021)

NICUs in the US: levels of acuity, number of beds, and relationships to population factors
por: Pineda, Roberta, et al.
Publicado: (2023)

Reducing Duration of Antibiotic Use for Presumed Neonatal Early-Onset Sepsis in Greek NICUs. A “Low-Hanging Fruit” Approach
por: Kopsidas, Ioannis, et al.
Publicado: (2021)

Survey on human milk feeding and enteral feeding practices for very-low-birth-weight infants in NICUs in China Neonatal Network
por: Hu, Xiaoshan, et al.
Publicado: (2023)

Factors associated with initial tidal volume selection during neonatal volume-targeted ventilation in two NICUs: a retrospective cohort study
por: Knake, Lindsey A., et al.
Publicado: (2022)

Neonatal cardiac tamponade, a life-threatening complication secondary to peripherally inserted central catheter: a case report
por: Zarkesh, Mohammad Reza, et al.
Publicado: (2022)

Predicting the Compressive Strength of Concrete Containing Binary Supplementary Cementitious Material Using Machine Learning Approach
por: Moradi, Nozar, et al.
Publicado: (2022)

Medical and surgical interventions and outcomes for infants with trisomy 18 (T18) or trisomy 13 (T13) at children’s hospitals neonatal intensive care units (NICUs)
por: Acharya, Krishna, et al.
Publicado: (2021)

Prediction of neonatal death in pregnant women in an intensive care unit: Application of machine learning models
por: Espinola-Sánchez, Marcos, et al.
Publicado: (2023)

Surveying family access: kangaroo mother care and breastfeeding policies across NICUs in Italy
por: Artese, Claudia, et al.
Publicado: (2021)

Designing artificial circadian environments with multisensory cares for supporting preterm infants’ growth in NICUs
por: Arimitsu, Takeshi, et al.
Publicado: (2023)

Perinatal factors influencing the neonatal hearing screening results
por: Kaveh, Mahbod, et al.
Publicado: (2021)

Neonatal outcomes from a quasi-experimental clinical trial of Family Integrated Care versus Family-Centered Care for preterm infants in U.S. NICUs
por: Franck, Linda S., et al.
Publicado: (2022)

‘Being in a womb’ or ‘playing musical chairs’: the impact of place and space on infant feeding in NICUs
por: Flacking, Renée, et al.
Publicado: (2013)

Colonization and antifungals susceptibility patterns of Candida species isolated from hospitalized patients in ICUs and NICUs
por: Zarei Mahmoudabadi, Ali, et al.
Publicado: (2015)

Healthcare professional perceptions of family-centred rounds in French NICUs: a cross-sectional study
por: Thébaud, Véronique, et al.
Publicado: (2017)

Implementing an exclusive human milk diet for preterm infants: real-world experience in diverse NICUs
por: Swanson, Jonathan R., et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_8um0pqnsc6uknpr6paq7jt8tl7