Stroke Prediction Based on Machine Learning by Zhang Yuhan

“…To improve performance, further model optimization, such as adjusting class weights or employing ensemble methods, is necessary to reduce these false-negative rates and enhance diagnostic accuracy. This study highlights the potential and limitations of machine learning in stroke prediction, showing that people need further optimization to enhance diagnostic performance.…”
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Syndromic versus Laboratory Diagnosis of Sexually Transmitted Infections in Men in Moshi District of Tanzania by Yuwei Cheng, Elijah Paintsil, Musie Ghebremichael

“…The syndromic diagnosis of sexually transmitted infections (STIs) is widely recognized as the most practical, feasible, and cost-effective diagnostic tool in resource-limited settings. This study assessed the diagnostic accuracy of syndromic versus laboratory testing of STIs among 794 men randomly selected from the Moshi district of Tanzania. …”
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Didactic Foundations of Ecologization of Chemical Education in Higher Education Institutions by Laura Malikkyzy, Khairulla Zhanbekov

“…The primary research method used is diagnostic analysis. The article introduces a model designed to instill environmental values in students. …”
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Bacillary Angiomatosis in an HIV-positive Man with Multiple Risk Factors: A Clinical and Epidemiological Puzzle by Farrah J Mateen, Jill C Newstead, Karen L McClean

“…Physical examination revealed skin lesions suggestive of bacillary angiomatosis. Diagnostic imaging identified bone lesions, soft tissue masses and a single hepatic lesion. …”
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Assessment of learning difficulties in the category of children with dyslexia by Trubus Raharjo, Supra Wimbarti

“…This study is aimed to assess the diagnostic criteria for children with dyslexia. The diagnostic criteria are based on behavioral symptoms that appear in children with difficulty in reading and writing. …”
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An Unusual Presentation of Kawasaki Disease: Gallbladder Hydrops and Acute Cholestatic Hepatitis by B. O. Kılıç, Ş. Baysun, T. C. Gökşen, İ. Akınbingöl, Z. Arslan

“…In its classical form, at least four of five diagnostic criteria including cervical lymphadenopathy (1.5 cm or more), nonsuppurative conjunctivitis, intraoral mucosal changes, edema in hands and feet, and maculopapular rash are required with prolonged fever over 5 days. …”
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Beneath the surface: unveiling the gut–brain axis in anorexia and depression by Fatima Shahid, Zain Afridi, Muhammad Ali, Muhammad Nabeel Saddique, Javed Iqbal, Anurag Jha

“…These include large-scale, multi-center studies to quantify microbiota profiles, mechanistic understanding of gut microbiota alterations, and diagnostic and therapeutic advances using microbiota as biomarkers. …”
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The difficult diagnosis of floor of the mouth masses: a case report by Alexe De Ferm, Bart Van Boven, Maaike Cornelis, Rafael Jacobs

“…Conclusion Floor of the mouth masses comprise a group of different pathologies with different presentations, diagnostic findings and treatment. Differential diagnosis can be challenging. …”
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Diagnosis and Pharmacological Management of Small Intestinal Bacterial Overgrowth in Children with Intestinal Failure by Bushra A Malik, Yuan Y Xie, Eytan Wine, Hien Q Huynh

“…The present article provides a general overview of the possible diagnostic procedures available for the management of small intestinal bacterial overgrowth in pediatric patients with intestinal failure. …”
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The Diagnosis of Vertebrobasilar Insufficiency Using Transcranial Doppler Ultrasound by Ibrahim Alnaami, Muzaffer Siddiqui, Maher Saqqur

“…TCD is a promising noninvasive technique that might have a role as a diagnostic test in VBI.…”
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A Case of Gallstones Causing Pelvic Pain by Aizat Drahman, Kaushi Arulpragasam, Lilach Leibenson, Frank Sardelic

“…Therefore, decision to perform diagnostic laparoscopy and gallstones was found all over pelvic cavity and retrieved. …”
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Epstein-Barr Virus Infection in an Elderly Nonimmunocompromised Adult Successfully Treated with Rituximab by Jacob P. Smeltzer, Matthew T. Howard, Wilson I. Gonsalves, Thomas E. Witzig

“…Differentiating between the two processes can be a diagnostic challenge. Here, we present a case of an atypical EBV infection in an elderly patient with severe systemic symptoms, multiorgan involvement, lymphadenopathy, and negative EBV serology. …”
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Clinical Practice Guidelines for Acute Heart Failure Treatment by Leonardo Maikel Gómez Carcassés, Raiko Cruz Sosa, Francisco Jesús Valladares Carvajal, Juan José Navarro López, Víctor René Navarro Machado, Lázaro Enrique de la Cruz Avilés

“…This guide primarily addresses the diagnostic and therapeutic aspects of acute heart failure, which is defined as the rapid onset or worsening of symptoms or signs of heart failure. …”
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A Challenging Diagnosis of Ascites: A Case Report of Peritoneal Tuberculosis by Jose Ruiz, Maedeh Ganji, Catarina Canha, Carmen Isache

“…Physicians must be aware of this disease and its behavior in high risk patients, also of the current diagnostic limitations.…”
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Verbal behaviour as an indicator of personnel wellbeing by T. S. Putilovskaya, G. M. Kassymova, E. V. Zubareva

“…The authors’ aim was to develop a text analysis model to be used for revealing the peculiarities of wellbeing perception status; to determine the most diagnostic parameters of the model; and to apply them to the personnel wellbeing assessment. …”
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The Grasp Reflex and Moro Reflex in Infants: Hierarchy of Primitive Reflex Responses by Yasuyuki Futagi, Yasuhisa Toribe, Yasuhiro Suzuki

“…The absence of the Moro reflex during the neonatal period and early infancy is highly diagnostic, indicating a variety of compromised conditions. …”
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An Approach to Fault Diagnosis for Gearbox Based on Image Processing by Yang Wang, Yujie Cheng

“…The gearbox is one of the most important parts of mechanical equipment and plays a significant role in many industrial applications. A fault diagnostic of rotating machinery has attracted attention for its significance in preventing catastrophic accidents and beneficially guaranteeing sufficient maintenance. …”
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Trends in the Diagnosis of Gestational Diabetes Mellitus by Surabhi Mishra, Chythra R. Rao, Avinash Shetty

“…To review different diagnostic criteria for GDM. Materials and Methods. …”
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Microspectrometer-Enabled Real-Time Concentration Monitoring in the Microfluidic Protein Enrichment Chip by Dong-Li Li, Wen-Shu Huang, Yi Hung Wu, Chun-Ping Jen

“…This innovation presents a promising solution for portable and point-of-care diagnostic applications, facilitating timely disease detection and monitoring. …”
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Automated Diagnosis of Otitis Media: Vocabulary and Grammar by Anupama Kuruvilla, Nader Shaikh, Alejandro Hoberman, Jelena Kovačević

“…We propose a novel automated algorithm for classifying diagnostic categories of otitis media: acute otitis media, otitis media with effusion, and no effusion. …”
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