Distinguishing benign and malignant myxoid soft tissue tumors: Performance of radiomics vs. radiologists. by Joshua M Lawrenz, Can Cui, Samuel R Johnson, Katherine S Hajdu, Stephen W Chenard, Akhil Rekulapelli, Cullen P Moran, John J Block, Nicholson S Chadwick, Joanna L Shechtel, Brian Bingham, Leo Y Luo, Jennifer L Halpern, Herbert S Schwartz, Ginger E Holt, David S Smith, Benoit Dawant, Hakmook Kang

“…The purpose of this study is comparison of the diagnostic performance of a radiomic based machine learning (ML) model to musculoskeletal radiologists.…”
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Design and expression of a chimeric recombinant antigen (SsIR-Ss1a) for the serodiagnosis of human strongyloidiasis: Evaluation of performance, sensitivity, and specificity. by Mostafa Omidian, Zohreh Mostafavi-Pour, Marzieh Asadi, Meysam Sharifdini, Navid Nezafat, Ali Pouryousef, Amir Savardashtaki, Mortaza Taheri-Anganeh, Fattaneh Mikaeili, Bahador Sarkari

“…<h4>Background</h4>The sensitivity of parasitological and molecular methods is unsatisfactory for the diagnosis of strongyloidiasis, and serological techniques are remaining as the most effective diagnostic approach. The present study aimed to design and produce a chimeric recombinant antigen from Strongyloides stercoralis immunoreactive antigen (SsIR) and Ss1a antigens, using immune-informatics approaches, and evaluated its diagnostic performance in an ELISA system for the diagnosis of human strongyloidiasis.…”
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Prophylaxis of Pain and Fractures within Feet in the Course of Osteoporosis: The Issue of Diagnosing by Aleksandra Bitenc-Jasiejko, Krzysztof Konior, Kinga Gonta, Magdalena Dulęba, Danuta Lietz-Kijak

“…The main diagnostic recommendations are imaging tests (most often X-ray), which are recommended in the case of specific clinical symptoms. …”
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A Deep Learning Enabled Chest X-Ray Abnormality Detection Model for Radiology Assistance. by Ssempeebwa, Phillip, Ainembabazi, Patience

“…The aim is to transform the traditional diagnostic workflow by automating both the detection and reporting processes of chest abnormalities. …”
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Contribution of cuproptosis and immune-related genes to idiopathic pulmonary fibrosis disease by Chengji Jin, Jia Li, Qiaoyu Li, Lipeng Zhang, Shaomao Zheng, Qiong Feng, Yongjie Li, Yu Zheng, Qiuli Nie, Jin Liang, Jing Wang, Jing Wang

“…The study aimed to explore the diagnostic value of cuproptosis-related hub genes in patients with IPF. …”
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Application of raman spectroscopy in the non-invasive diagnosis of urological diseases via urine by Ailiyaer Ainiwaer, ShuWen Sun, Ayinuer Bohetiyaer, Yuchao Liu, Yufeng Jiang, Wentao Zhang, JingCheng Zhang, Tianyuan Xu, Hanyang Chen, Xudong Yao, Chengyou Jia, Yang Yan

“…Objectives: The objective of this review is to provide a comprehensive overview of the utilization of Raman spectroscopy in urinary system diseases, highlighting its potential in non-invasive diagnostic methodologies for early diagnosis and prognostic assessment of urinary ailments. …”
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Les aqueducs de Lyon dans la Carte archéologique nationale : une démarche au service de la recherche by Delphine Bellanca-Penel

“…The Patriarche database is enriched mainly through the analysis of all the available archaeological reports (filed subsequent to completion of their related excavations), diagnostic operations and surveys prescribed by the SRA. …”
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Plucked Human Hair Shafts and Biomolecular Medical Research by Kevin Schembri, Christian Scerri, Duncan Ayers

“…Furthermore, current diagnostic and clinical applications of plucked hair follicles include their use as autologous and/or three-dimensional epidermal equivalents, together with their utilization as surrogate tissue in pharmacokinetic and pharmacodynamics studies. …”
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Pleuroperitoneal Leak as an Uncommon Cause of Pleural Effusion in Peritoneal Dialysis: A Case Report and Literature Review by Minh Huan Dang, Mathew Mathew, Rajesh Raj

“…In our report, we also review diagnostic imaging modalities, as well as advantages and disadvantages of each modality. …”
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Ultrasound of the knee in rheumatology by Girish Gandikota

“…With advances in technology, cost reduction, and easy availability, it is expected that more and more clinicians will be utilizing ultrasound in their clinics in management and treatment of rheumatologic diseases. The diagnostic ability of MSK ultrasound is based on an operator's training and experience, the patient's habitus and aptly chosen clinical indications. …”
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Intractable Posterior Epistaxis due to a Spontaneous Low-Flow Carotid-Cavernous Sinus Fistula: A Case Report and a Review of the Literature by A. Giotakis, F. Kral, H. Riechelmann, M. Freund

“…The gold-standard diagnostic procedure of carotid-cavernous sinus fistula is digital subtraction angiography (DSA). …”
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Machine learning and AI for advancing Parkinson's disease diagnosis: exploring promising applications by Shohreh Abdollahi, Ramin Safa

“…Accordingly, further research should explore deep learning methods and integrate additional data sources, such as gait analysis and genetic markers, to enhance diagnostic capabilities for Parkinson's disease.…”
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Alpha-gal syndrome and the gastrointestinal reaction: a narrative review by Susan B. H. Propst, Dorothea K. Thompson, Dorothea K. Thompson

“…Here we provide an updated review of the epidemiology, pathophysiology, clinical presentation, and management of AGS. Current diagnostic approaches, treatment strategies, and areas requiring further research are also discussed.…”
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It Is Just a Blood Patch: Considerations for Patients with Preexisting Intracranial Hypertension by Devina Shiwlochan, Sargis Ohanyan, Kanishka Rajput

“…Epidural blood patches are routine procedures interventional pain physicians perform for postdural puncture headaches (PDPH), whether it be due to the inadvertent wet tap from an epidural or a diagnostic lumbar puncture. Typically, these patients are relatively healthy and an epidural is relatively straightforward. …”
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Pulmonary Alveolar Proteinosis in Setting of Inhaled Toxin Exposure and Chronic Substance Abuse by Meirui Li, Salem Alowami, Miranda Schell, Clive Davis, Asghar Naqvi

“…Although the rarity and vague clinical presentation of PAP can pose diagnostic challenges, clinician awareness of PAP risk factors may facilitate the diagnostic process and lead to more prompt treatment.…”
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The link between optic neuritis and multiple sclerosis. Literature review by A. Kubiliūtė, R. Liutkevičienė

“…The first attack of multiple sclerosis often presents as optic neuritis which is important to distinguish based on appropriate clinical signs and evaluation of diagnostic features. Some diagnostic methods may not only help to understand the cause of vision loss, but also provide predictive value for the development of multiple sclerosis in the future. …”
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Recurrent pregnancy loss: etiology, pathophysiology, diagnosis and treatment by Zlatko Kirovakov, Elitsa H. Gyokova, Nadezhda H. Hinkova, Emiliana I. Konova

“…The management and treatment of recurrent pregnancy loss are often based on the results of the diagnostic tests used to determine the underlying etiological factors associated with the condition.…”
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Assessment of Hematological Parameters in Malaria, among Adult Patients Attending the Bamenda Regional Hospital by Nfor Omarine Nlinwe, Tang Bertilla Nange

“…Therefore, anemia offers the most diagnostic value in the malaria infected patients of this study.…”
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An unexpected and tumultuous diagnosis of a left atrial mass by Catarina Amaral Marques, Carlos Xavier Resende, João Rebelo, Paulo Pinho, Mariana Vasconcelos, Rui André Rodrigues

“…This is a unique case of an unexpected finding at presentation, as well as a complex diagnostic work-up and a surprisingly unusual final diagnosis. …”
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A Simultaneous Fault Diagnosis Method Based on Cohesion Evaluation and Improved BP-MLL for Rotating Machinery by Yixuan Zhang, Rui Yang, Mengjie Huang, Yu Han, Yiqi Wang, Yun Di, Dongke Su, Qidong Lu

“…In this paper, an improved simultaneous fault diagnostic algorithm with cohesion-based feature selection and improved backpropagation multilabel learning (BP-MLL) classification is proposed to localize and diagnose different simultaneous faults on gearbox and bearings in rotating machinery. …”
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