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ChatGPT-Assisted Machine Learning for Chronic Disease Classification and Prediction: A Developmental and Validation Study.
Cureus
December 2024
Department of Medicine, Medical Teaching Institution (MTI) Hayatabad Medical Complex, Peshawar, PAK.
Background Chronic diseases such as chronic kidney disease (CKD), chronic liver disease (CLD), tuberculosis (TB), dementia, and heart disease are global health concerns of significant importance, representing major causes of morbidity and mortality worldwide. Early diagnosis and interventions are critical to improve patient outcomes and reduce healthcare costs. Methods This prospective observational study analyzed clinical data from 270 patients (calculated using G*Power 3.
View Article and Find Full Text PDFAn Unusual Case of Giant Polymicrobial Shoulder Abscess Developing Two Decades After an Insect Bite: The Role of Chronic Intermittent Swelling as a Predisposing Factor.
Cureus
December 2024
Department of Orthopaedics and Traumatology, Cerrahpasa Faculty of Medicine, Istanbul University-Cerrahpasa, Istanbul, TUR.
Shoulder abscesses, commonly resulting from bacterial infections, can occasionally present with atypical etiologies and delayed onset. We report a rare case of a massive polymicrobial shoulder abscess developing two decades after an insect bite, emphasizing its clinical presentation, diagnostic approach, and surgical management. A 65-year-old female presented with severe, progressively worsening right shoulder pain, a 20 cm swelling, and purulent discharge persisting for 15 days.
View Article and Find Full Text PDFSpatial epidemiological analysis based on township scale and analysis of influencing factors of pulmonary tuberculosis cure of Changshu city from 2015 to 2022.
PLoS One
January 2025
Information Technology Section, Changshu Center for Disease Control and Prevention, Changshu, Jiangsu, China.
Objective: This study aimed to enhance the prevention and control of pulmonary tuberculosis (PTB) and provide more effective and accurate methods in Changshu City.
Methods: The PTB patients' information came from the China Information System for Disease Control and Prevention (CISDCP). The demographic data for Changshu city and towns came from the Suzhou Statistical Yearbook and the LandScan platform.
HIV clinical outcomes among people with HIV and diabetes mellitus in Kampala, Uganda; A matched retrospective cohort study.
PLOS Glob Public Health
January 2025
The Infectious Diseases Institute, Makerere University, Kampala, Uganda.
Suppressive antiretroviral treatment (ART) has resulted into prolonged survival of people with HIV (PWH) in Sub-Saharan Africa (SSA) with resultant increase in the incidence of non-communicable diseases (NCD), such as diabetes mellitus (DM). However, there is a lack of data on the effect of DM on HIV-related outcomes among PWH in this setting. The study aimed to compare HIV clinical outcomes (viral load suppression, retention in care, hospitalization, tuberculosis, and mortality) between PWH with DM and those without at two large HIV clinics in Kampala, Uganda.
View Article and Find Full Text PDFA rare presentation of neurofibromatosis mimicking leprosy.
J R Coll Physicians Edinb
January 2025
AIIMS Bhubaneswar, Bhubaneswar, Orissa, India.
Neurofibromatosis type 1 (NF-1) is a genetic disorder commonly characterized by café-au-lait macules, neurofibromas and axillary freckling. We present the case of a 20-year-old female who had bilateral neck swellings, and these swellings were misdiagnosed as cervical lymphadenopathy, and the patient was started on anti-tubercular therapy (ATT), but the swellings didn't show any improvement despite 6 months of ATT. Further examination revealed thickening of the greater auricular, supratrochlear and supraorbital nerves, accompanied by an unusual freckling pattern along the thickened nerves, which were suggestive of neurofibromatosis.
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