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Detecting low birth weight is crucial for early identification of at-risk pregnancies which are associated with significant neonatal and maternal morbidity and mortality risks. This study presents an efficient and interpretable framework for unsupervised detection of low, very low, and extreme birth weights. While traditional approaches to managing class imbalance require labeled data, our study explores the use of unsupervised learning to detect anomalies indicative of low birth weight scenarios.
View Article and Find Full Text PDFClinical Diagnosis and Management Challenges of Harlequin Ichthyosis in a Preterm Neonate: A Case Report From Uganda.
Case Rep Dermatol Med
January 2025
Department of Dentistry and Oral Health, Amana Regional Referral Hospital, Ministry of Health, Dar es Salaam, Tanzania.
Harlequin ichthyosis is a rare autosomal recessive genetic disorder resulting from mutations in the gene. It is marked by distinctive skin abnormalities, including armor-like thickened scales separated by deep fissures. This condition is infrequently reported in the African population.
View Article and Find Full Text PDFAssociation Between Maternal Periodontitis and Adverse Pregnancy Outcomes: A Cross-Sectional Study at a Maternity Hospital in Kathmandu, Nepal.
Cureus
December 2024
Department of Public Health, National Open College, Lalitpur, NPL.
Background: Adverse pregnancy outcomes, including preterm birth and low birth weight, are major global health challenges, leading to millions of newborn deaths each year. Since 1996, periodontitis and related gum diseases have been proposed as potential contributing factors, but research findings remain mixed. Further research is needed to clarify this link.
View Article and Find Full Text PDFA Case of Latent Syphilis in Early Pregnancy: An Incidental Finding at Seven Weeks Gestation.
Cureus
December 2024
Internal Medicine, Thumbay University Hospital, Ajman, ARE.
, the bacteria that causes syphilis, is typically acquired through sexual contact but can also be transmitted transplacentally (through the placenta), causing congenital infection. Syphilis in pregnancy is a major contributing factor to perinatal morbidity and mortality. Untreated neonates may develop complications affecting the central nervous system, bones, joints, teeth, eyes, and skin.
View Article and Find Full Text PDFThe Cost of Gaps in Care: A Case of Lidocaine Toxicity and Postpartum Seizures.
Cureus
December 2024
Internal Medicine, Wyckoff Heights Medical Center, New York, USA.
This report describes the case of a 20-year-old Spanish-speaking female at 39 weeks gestation who experienced a generalized seizure immediately after lidocaine administration for a labial fold episiotomy repair following a complicated vaginal delivery. With limited prenatal care, language barriers, and socioeconomic challenges, the patient required intubation and intensive care unit (ICU) transfer for management. Extensive workup ruled out common causes, and the likely diagnosis was an atypical presentation of preeclampsia.
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