Cargando…

One Clinician Is All You Need–Cardiac Magnetic Resonance Imaging Measurement Extraction: Deep Learning Algorithm Development

BACKGROUND: Cardiac magnetic resonance imaging (CMR) is a powerful diagnostic modality that provides detailed quantitative assessment of cardiac anatomy and function. Automated extraction of CMR measurements from clinical reports that are typically stored as unstructured text in electronic health re...

Descripción completa

Detalles Bibliográficos
Autores principales:	Singh, Pulkit, Haimovich, Julian, Reeder, Christopher, Khurshid, Shaan, Lau, Emily S, Cunningham, Jonathan W, Philippakis, Anthony, Anderson, Christopher D, Ho, Jennifer E, Lubitz, Steven A, Batra, Puneet
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	JMIR Publications 2022
Materias:	Original Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9526125/ https://www.ncbi.nlm.nih.gov/pubmed/35960155 http://dx.doi.org/10.2196/38178

Ejemplares similares

Natural Language Processing for Adjudication of Heart Failure Hospitalizations in a Multi-Center Clinical Trial
por: Cunningham, Jonathan W., et al.
Publicado: (2023)

Deep learning to estimate cardiac magnetic resonance–derived left ventricular mass
por: Khurshid, Shaan, et al.
Publicado: (2021)

Cross-modal autoencoder framework learns holistic representations of cardiovascular state
por: Radhakrishnan, Adityanarayanan, et al.
Publicado: (2023)

Exploring the link between Gilbert’s syndrome and atherosclerotic cardiovascular disease: insights from a subpopulation-based analysis of over one million individuals
por: Kartoun, Uri, et al.
Publicado: (2023)

Deep learning on resting electrocardiogram to identify impaired heart rate recovery
por: Diamant, Nathaniel, et al.
Publicado: (2022)

Cohort design and natural language processing to reduce bias in electronic health records research
por: Khurshid, Shaan, et al.
Publicado: (2022)

Prediction performance and fairness heterogeneity in cardiovascular risk models
por: Kartoun, Uri, et al.
Publicado: (2022)

Clinical and genetic associations of deep learning-derived cardiac magnetic resonance-based left ventricular mass
por: Khurshid, Shaan, et al.
Publicado: (2023)

All You Need Is Sleep
por: Otte, Andreas, et al.
Publicado: (2016)

Counting is almost all you need
por: Akerman, Ofek, et al.
Publicado: (2023)

Oleg Bartunov - All You Need Is Postgres !
por: Oleg Bartunov,
Publicado: (2020)

Monkeypox in the UK: All you need to know
por: Wilson, Clare
Publicado: (2018)

Positioning the cleavage furrow: All you need is Rho
por: Liu, Zairan, et al.
Publicado: (2016)

Ultrasonographic diagnosis of pancreatic diseases: this is all you need
por: Hirooka, Yoshiki
Publicado: (2020)

All the mathematics you missed: but need to know for graduate school
por: Garrity, Thomas A, et al.
Publicado: (2002)

The probability lifesaver: all the tools you need to understand chance
por: Miller, Steven J
Publicado: (2017)

The real analysis lifesaver: all the tools you need to understand proofs
por: Grinberg, Raffi
Publicado: (2017)

(Almost) All You Need to Know About Gravitational Wave Physics
por: Hopper, Seth
Publicado: (2016)

(Almost) All You Need to Know About Gravitational Wave Physics
por: Cardoso, Vitor
Publicado: (2016)

(Almost) All You Need to Know About Gravitational Wave Physics
por: Cardoso, Vitor
Publicado: (2016)

All You Need Is Light. Photorepair of UV-Induced Pyrimidine Dimers
por: Banaś, Agnieszka Katarzyna, et al.
Publicado: (2020)

Unmet Needs in Respiratory Diseases: “You Can’t Know Where You Are Going Until You Know Where You Have Been”—Anonymous
por: Chang, Christopher
Publicado: (2013)

Point-of-care screening for atrial fibrillation: Where are we, and where do we go next?
por: Ashburner, Jeffrey M., et al.
Publicado: (2021)

Starting electronics: all you need to get a grounding in practical electronics
por: Brindley, Keith
Publicado: (2013)

The ETF book: all you need to know about exchange-traded funds
por: Ferri, Richard A
Publicado: (2009)

All the math you'll ever need: a self-teaching guide
por: Slavin, Steve
Publicado: (1999)

Diabetes and Cardiovascular Disease: When it comes to lipids, statins are all you need
por: Bitzur, Rafael
Publicado: (2011)

Scoring Systems for Clinical Colon Capsule Endoscopy—All You Need to Know
por: Tabone, Trevor, et al.
Publicado: (2021)

A Review of the Etiology and Epidemiology of Bladder Cancer: All You Need To Know
por: Halaseh, Sattam A, et al.
Publicado: (2022)

ALL YOU NEED IS LOVE? SPOUSES' AFFECTION ACROSS MARITAL INTERACTION CONTEXTS
por: Haase, Claudia, et al.
Publicado: (2022)

Comparative Effectiveness of Implantable Defibrillators for Asymptomatic Brugada Syndrome: A Decision‐Analytic Model
por: Khurshid, Shaan, et al.
Publicado: (2021)

All the things you are /
por: Kern, Jerome, 1885-1945
Publicado: (2011)

You’ll be a clinician-scientist, my son
por: Smeesters, Pierre R.
Publicado: (2015)

The role of the clinician in the multi-omics era: are you ready?
por: van Karnebeek, Clara D. M., et al.
Publicado: (2018)

Check your English vocabulary for FCE +: all you need to pass your exams
por: Wyatt, Rawdon
Publicado: (2009)

Check Your English Vocabulary for TOEFL: All You Need to Pass Your Exams
por: Wyatt, Rawdon
Publicado: (2004)

Harm is all you need? Best interests and disputes about parental decision-making
por: Birchley, Giles
Publicado: (2016)

All You Need Is Fats—for Seizure Control: Using Amoeba to Advance Epilepsy Research
por: Warren, Eleanor C., et al.
Publicado: (2018)

Physical Unclonable Function and Hashing Are All You Need to Mutually Authenticate IoT Devices
por: Mostafa, Ahmed, et al.
Publicado: (2020)

All You Need to Know about the Kinetics of Thermally Stimulated Reactions Occurring on Cooling
por: Liavitskaya, Tatsiana, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_g457vmqftg6o3o99vdvkme598i