TY  - JOUR
AU  - Gontard, Lionel C.
AU  - Pizarro, Joaquín
AU  - Sanz-Peña, Borja
AU  - Lubián López, Simón P.
AU  - Benavente-Fernández, Isabel
PY  - 2021
DO  - 10.1038/s41598-020-80783-3
UR  - http://hdl.handle.net/10668/4363
T2  - Scientific Reports
AB  - To train, evaluate, and validate the application of a deep learning framework in three-dimensional ultrasound (3D US) for the automatic segmentation of ventricular volume in preterm infants with post haemorrhagic ventricular dilatation (PHVD). We...
LA  - en
PB  - Springer Nature
KW  - Deep learning
KW  - Birth weight
KW  - Gestational age
KW  - Premature infants
KW  - Convolutional neural networks
KW  - Ultrasonography
KW  - Stroke Volume
KW  - Aprendizaje profundo
KW  - Peso al nacer
KW  - Edad gestacional
KW  - Recien nacido prematuro
KW  - Red nerviosa
KW  - Ultrasonografía
KW  - Volumen sistólico
KW  - Medical Subject Headings::Anatomy::Body Regions::Breast
KW  - Medical Subject Headings::Diseases::Pathological Conditions, Signs and Symptoms::Pathological Conditions, Anatomical::Dilatation, Pathologic
KW  - Medical Subject Headings::Anatomy::Cardiovascular System::Heart::Heart Ventricles
KW  - Medical Subject Headings::Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humans
KW  - Medical Subject Headings::Diseases::Pathological Conditions, Signs and Symptoms::Pathological Conditions, Anatomical::Hypertrophy
KW  - Medical Subject Headings::Information Science::Information Science::Computing Methodologies::Image Processing, Computer-Assisted
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Diagnosis::Diagnostic Techniques and Procedures::Diagnostic Imaging::Imaging, Three-Dimensional
KW  - Medical Subject Headings::Persons::Persons::Age Groups::Infant::Infant, Newborn
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Diagnosis::Diagnostic Techniques and Procedures::Physical Examination::Body Constitution::Body Weights and Measures::Organ Size
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Statistics as Topic::Sensitivity and Specificity
KW  - Medical Subject Headings::Information Science::Information Science::Computing Methodologies::Software::Software Design
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Diagnosis::Diagnostic Techniques and Procedures::Diagnostic Imaging::Ultrasonography
KW  - Medical Subject Headings::Persons::Persons::Age Groups::Infant::Infant, Newborn::Infant, Premature
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Diagnosis::Diagnostic Techniques and Procedures::Physical Examination::Body Constitution::Body Weights and Measures::Body Size::Body Weight::Birth Weight
KW  - Medical Subject Headings::Phenomena and Processes::Physiological Phenomena::Physiological Processes::Growth and Development::Morphogenesis::Embryonic and Fetal Development::Fetal Development::Gestational Age
KW  - Medical Subject Headings::Phenomena and Processes::Mathematical Concepts::Neural Networks (Computer)
KW  - Medical Subject Headings::Phenomena and Processes::Circulatory and Respiratory Physiological Phenomena::Cardiovascular Physiological Phenomena::Hemodynamics::Cardiac Output::Stroke Volume
TI  - Automatic segmentation of ventricular volume by 3D ultrasonography in post haemorrhagic ventricular dilatation among preterm infants
TY  - research article
ER  -