Výsledky vyhledávání - "Malini Mahendra"

Akademický článek

Associated radiation exposure from medical imaging and excess lifetime risk of developing cancer in pediatric patients with pulmonary hypertension

Autor: Malini Mahendra, Philip Chu, Elena K. Amin, Hythem Nawaytou, James R. Duncan, Jeffrey R. Fineman, Rebecca Smith‐Bindman

Publikováno v: Pulmonary Circulation, Vol 13, Iss 3, Pp n/a-n/a (2023)

Abstract Pediatric patients with pulmonary hypertension (PH) receive imaging studies that use ionizing radiation (radiation) such as computed tomography (CT) and cardiac catheterization to guide clinical care. Radiation exposure is associated with in

Externí odkaz: https://doaj.org/article/8c49206f54fc496e96791d5a72cae3d7

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Akademický článek

Impact of Different Approaches to Preparing Notes for Analysis With Natural Language Processing on the Performance of Prediction Models in Intensive Care

Autor: Malini Mahendra, MD, Yanting Luo, MS, Hunter Mills, MS, Gundolf Schenk, PhD, Atul J. Butte, MD, PhD, R. Adams Dudley, MD, MBA

Publikováno v: Critical Care Explorations, Vol 3, Iss 6, p e0450 (2021)

OBJECTIVES:. To evaluate whether different approaches in note text preparation (known as preprocessing) can impact machine learning model performance in the case of mortality prediction ICU. DESIGN:. Clinical note text was used to build machine learn

Externí odkaz: https://doaj.org/article/b2bbf1d881894cc78cae91ddc4982399

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Sociodemographic factors associated with tracheostomy and mortality in bronchopulmonary dysplasia

Autor: Michael A. Smith, Martina A. Steurer, Malini Mahendra, Matt S. Zinter, Roberta L. Keller

Publikováno v: Pediatr Pulmonol
Pediatric pulmonology, vol 58, iss 4

OBJECTIVES: We sought to investigate how race, ethnicity, and socioeconomic status relate to tracheostomy insertion and post-tracheostomy mortality among infants with bronchopulmonary dysplasia. METHODS: The Vizient Clinical Database/Resource Manager

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::db20bc58e7db2537c807439d07d1c330
https://doi.org/10.1002/ppul.26328

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Dose length product to effective dose coefficients in children

Autor: Philip W. Chu, Cameron Kofler, Malini Mahendra, Yifei Wang, Cameron A. Chu, Carly Stewart, Bradley N. Delman, Brian Haas, Choonsik Lee, Wesley E. Bolch, Rebecca Smith-Bindman

Publikováno v: Pediatric Radiology.

Background The most accurate method for estimating effective dose (the most widely understood metric for tracking patient radiation exposure) from computed tomography (CT) requires time-intensive Monte Carlo simulation. A simpler method multiplies a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::4cff91d8cfbf7754abf7937beaf5cf5a
https://doi.org/10.1007/s00247-023-05638-1

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Association of Ventilator Settings With Mortality in Pediatric Patients Treated With Extracorporeal Life Support for Respiratory Failure

Autor: David G, Blauvelt, Hussam S, Inany, Jamie M, Furlong-Dillard, David K, Bailly, Peter, Oishi, Martina A, Steurer, Malini, Mahendra

Publikováno v: ASAIO Journal. 68:1536-1543

Extracorporeal life support (ECLS) is a treatment for acute respiratory failure that can provide extracorporeal gas exchange, allowing lung rest. However, while most patients remain mechanically ventilated during ECLS, there is a paucity of evidence

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ed143677c7c30e00c79928ef4749eed2
https://doi.org/10.1097/mat.0000000000001697

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Variation in Arterial and Central Venous Catheter Use in Pediatric Intensive Care Units

Autor: Patrick S. McQuillen, Martina A. Steurer, Malini Mahendra, R. Adams Dudley

Publikováno v: Journal of Intensive Care Medicine. 36:1250-1257

Objective: Describe patient and hospital characteristics associated with Arterial Catheter (AC) or Central Venous Catheter (CVC) use among pediatric intensive care units (ICUs). Design: Hierarchical mixed effects analyses were used to identify patien

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::70183baab7ba0d721ebfbec74d1cec5b
https://doi.org/10.1177/0885066620962450

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Impact of Different Approaches to Preparing Notes for Analysis With Natural Language Processing on the Performance of Prediction Models in Intensive Care

Autor: Atul J. Butte, Malini Mahendra, Gundolf Schenk, Hunter Mills, R. Adams Dudley, Yanting Luo

Publikováno v: Critical care explorations, vol 3, iss 6
Critical Care Explorations
Critical Care Explorations, Vol 3, Iss 6, p e0450 (2021)

Supplemental Digital Content is available in the text.
OBJECTIVES: To evaluate whether different approaches in note text preparation (known as preprocessing) can impact machine learning model performance in the case of mortality prediction ICU.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d2efef2c00727f1633aa76a7919c1d30
https://escholarship.org/uc/item/0b5305xn

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Predicting NICU admissions in near-term and term infants with low illness acuity

Autor: Martina Steurer-Muller, Samuel F. Hohmann, Malini Mahendra, Anil Aswani, R. Adams Dudley, Roberta L. Keller

Publikováno v: Journal of perinatology : official journal of the California Perinatal Association, vol 41, iss 3
Journal of perinatology : official journal of the California Perinatal Association

Objective: Describe NICU admission rate variation among hospitals in infants with birthweight ≥2500g and low illness acuity and describe factors that predict NICU admission. Study Design: Retrospective study from the Vizient Clinical Data Base/Reso

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0a278c49f4ec53b97db1067d997b7aad
https://escholarship.org/uc/item/91q4j6jz

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