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Research on atrial fibrillation diagnosis in electrocardiograms based on CLA-AF model.
Eur Heart J Digit Health
January 2025
Hunan Key Laboratory of Biomedical Nanomaterials and Devices, Hunan University of Technology, No. 88 West Taishan Road, Zhuzhou 412007, Hunan, China.
Aims: The electrocardiogram (ECG) is the primary method for diagnosing atrial fibrillation (AF), but interpreting ECGs can be time-consuming and labour-intensive, which deserves more exploration.
Methods And Results: We collected ECG data from 6590 patients as YY2023, classified as Normal, AF, and Other. Convolutional Neural Network (CNN), bidirectional Long Short-Term Memory (BiLSTM), and Attention construct the AF recognition model CNN BiLSTM Attention-Atrial Fibrillation (CLA-AF).
Which Brugada patient deserves continuous ECG monitoring through implantable loop recorder? An evidence update.
J Cardiovasc Med (Hagerstown)
February 2025
Division of Cardiology, Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, Rende (CS).
Brugada syndrome (BrS) is a genetic condition that increases the risk of life-threatening arrhythmias, which can result in sudden cardiac death (SCD). Implantable loop recorders (ILRs) have become a key tool in managing patients with unexplained syncope, and guidelines advise their use in individuals with recurrent, unexplained syncope or palpitations. However, the role of ILRs in inherited arrhythmic conditions like BrS remains a topic of debate.
View Article and Find Full Text PDFPatterns of Preoperative Tumor Markers Can Predict Resectability and Prognosis of Peritoneal Metastases: A Clustering Analysis.
Ann Surg Oncol
January 2025
Department of Surgical Sciences, Colorectal Surgery, Uppsala University, Uppsala, Sweden.
Background: Prediction of open-close and long-term outcome is challenging in patients undergoing cytoreductive surgery (CRS) and hyperthermic intraperitoneal chemotherapy (HIPEC). Prognostic scores often include factors not known at baseline. Therefore, we aimed to analyze whether patterns of preoperative tumor markers could aid in prediction of open-close surgery and outcome in patients with pseudomyxoma peritonei (PMP) or colorectal peritoneal metastases (PM).
View Article and Find Full Text PDFPharmacogenetic Testing in Treatment-resistant Panic Disorder: a Preliminary Analysis.
Clin Pract Epidemiol Ment Health
December 2024
Laboratory of Panic and Respiration, Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro (UFRJ). Rio de Janeiro, RJ, Brazil.
Background: Many pharmacological treatments are considered effective in the treatment of panic disorder (PD), however, about 20 to 40% of the patients have treatment-resistant PD. Pharmacogenetics could explain why some patients are treatment-resistant.
Objective: Our objective was to gather preliminary data on the clinical usefulness of pharmacogenetic testing in this disorder.
Adenomyosis-Induced Urinary Retention: Case Analysis and Clinical Implications.
Am J Case Rep
January 2025
Department of Urology, The University of Hong Kong - Shenzhen Hospital, Shenzhen, Guangdong, China.
BACKGROUND Acute urinary retention (AUR) is relatively rare in non-pregnant women and is usually associated with lower urinary tract dysfunction, neurological issues, or pelvic organ compression. Adenomyosis is a common gynecologic condition characterized by the invasion of endometrial glands and stroma into the myometrium, often accompanied by symptoms such as dysmenorrhea and heavy menstrual periods. Although adenomyosis is common, its involvement in causing urinary retention is rare but deserves clinical attention.
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