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Evaluating robustly standardized explainable anomaly detection of implausible variables in cancer data.
J Am Med Inform Assoc
January 2025
Information Systems and Business Administration, Johannes Gutenberg University, Mainz 55128, Germany.
Objectives: Explanations help to understand why anomaly detection algorithms identify data as anomalous. This study evaluates whether robustly standardized explanation scores correctly identify the implausible variables that make cancer data anomalous.
Materials And Methods: The dataset analyzed consists of 18 587 truncated real-world cancer registry records containing 8 categorical variables describing patients diagnosed with bladder and lung tumors.
A Rare Case of Anomalous Pulmonary Venous Return.
Echocardiography
January 2025
Department of Ultrasound, Wuhan Asia Heart Hospital Affiliated to Wuhan University of Science and Technology, Wuhan Clinical Medical Research Center of Cardiovascular Imaging, Wuhan, China.
This manuscript presents a rare case of a complex pulmonary venous malposition with an intact atrial septum and ventricular septum. The study demonstrates the diagnostic utility of echocardiography and computed tomography in the evaluation of complex congenital heart disease.
View Article and Find Full Text PDFCaval vein obstruction resulting in right to left shunt and desaturation post-endocardial pacing implantation in a 3-year old: a case report.
Eur Heart J Case Rep
January 2025
Echocardiography Department, Great Ormond Street Hospital for Children, Great Ormond Street, London WC1N 3JH, UK.
Background: Superior caval vein obstruction is a rare complication of endocardial pacing lead implantation that can result in a right to left shunt.
Case Summary: A 3-year-old child with type 2 Brugada syndrome presented with mild cyanosis post-endocardial pacing implantation due to evolutionary right superior caval vein obstruction. This obstruction resulted in a right to left shunt across a previously unrecognized patent levo-atrial cardinal vein associated with partial anomalous pulmonary venous drainage.
Total Anomalous Pulmonary Venous Return, Marfan Syndrome, and Severe Combined Immunodeficiency: A Lethal Combination?
World J Pediatr Congenit Heart Surg
January 2025
Division of Cardiothoracic Surgery, The Heart Institute, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
The authors present an exceptionally rare case of a newborn in whom total anomalous pulmonary venous return (TAPVR) had been diagnosed prenatally and in whom genetic testing after neonatal cardiac repair confirmed a missense variant of the gene consistent with Marfan syndrome as well as a gene mutation associated with severe combined immunodeficiency. To the authors' knowledge, this is the first reported case with this unique combination. Neonatal TAPVR repair was undertaken with a good postoperative outcome and survival until the last follow-up.
View Article and Find Full Text PDFIncidental diagnosis of intra-lobar pulmonary sequestration in an asymptomatic young male: A case report.
Radiol Case Rep
March 2025
Department of Radiology, Vayodha Hospital, Kathmandu, Nepal.
Bronchopulmonary sequestration is an uncommon abnormality of the respiratory system that often manifests as recurrent pneumonia in childhood or as an incidental discovery on thoracic imaging in adults. The sequestration receives its blood supply from anomalous systemic circulation in contrast to pulmonary circulation and can manifest in either intrapulmonary or extrapulmonary forms. We discuss the instance of a young asymptomatic man who visited us seeking for medical clearance to travel abroad.
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