AIMC Topic: Hernias, Diaphragmatic, Congenital

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A machine learning approach to predict mortality and neonatal persistent pulmonary hypertension in newborns with congenital diaphragmatic hernia. A retrospective observational cohort study.

European journal of pediatrics Mar 11, 2025
UNLABELLED: Congenital diaphragmatic hernia (CDH) has high morbidity and mortality rates. This study aimed to develop a machine learning (ML) algorithm to predict outcomes based on prenatal and early postnatal data. This retrospective observational c...
Humans Machine Learning Algorithms Retrospective Studies Pregnancy Female Infant, Newborn Male Hernias, Diaphragmatic, Congenital Persistent Fetal Circulation Syndrome
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Synchronous robotic repair of anterior diaphragmatic (Morgagni) hernia & low anterior resection for rectal cancer.

The international journal of medical robotics + computer assisted surgery : MRCAS Nov 25, 2022
BACKGROUND: We present the case report of synchronous trans-fascial repair of a large congenital Morgagni hernia (MH) and low anterior resection using a fully robotic approach.
Humans Female Middle Aged Robotics Laparoscopy Robotic Surgical Procedures Rectal Neoplasms Hernias, Diaphragmatic, Congenital Proctectomy
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The combination of Chilaiditi syndrome and Bochdalek hernia in an adult: successful management with a robot assisted approach.

ANZ journal of surgery Sep 23, 2022
Humans Adult Robotics Thoracic Surgery, Video-Assisted Hernias, Diaphragmatic, Congenital Chilaiditi Syndrome
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A maChine and deep Learning Approach to predict pulmoNary hyperteNsIon in newbornS with congenital diaphragmatic Hernia (CLANNISH): Protocol for a retrospective study.

PloS one Nov 9, 2021
INTRODUCTION: Outcome predictions of patients with congenital diaphragmatic hernia (CDH) still have some limitations in the prenatal estimate of postnatal pulmonary hypertension (PH). We propose applying Machine Learning (ML), and Deep Learning (DL) ...
Humans Machine Learning Retrospective Studies Pregnancy Female Infant, Newborn Lung Deep Learning Magnetic Resonance Imaging Extracorporeal Membrane Oxygenation Hypertension, Pulmonary Prenatal Diagnosis Hernias, Diaphragmatic, Congenital
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Gene ontology enrichment analysis of congenital diaphragmatic hernia-associated genes.

Pediatric research Sep 25, 2018
Congenital diaphragmatic hernia (CDH) is a commonly occurring major congenital anomaly with a profound impact on neonatal mortality. The etiology of CDH is poorly understood and is complicated by multiple clinical presentations, reflecting the locati...
Humans Phenotype Gene Regulatory Networks Genetic Predisposition to Disease Signal Transduction Genetic Markers Gene Expression Regulation Gene Ontology Hernias, Diaphragmatic, Congenital
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