A Multimodal Machine Learning Model in Pneumonia Patients Hospital Length of Stay Prediction by Anna Annunziata, Salvatore Cappabianca, Salvatore Capuozzo, Nicola Coppola, Camilla Di Somma, Ludovico Docimo, Giuseppe Fiorentino, Michela Gravina, Lidia Marassi, Stefano Marrone, Domenico Parmeggiani, Giorgio Emanuele Polistina, Alfonso Reginelli, Caterina Sagnelli, Carlo Sansone

“…Specifically, our approach uses the following: (i) feature extraction from chest CT scans via a convolutional neural network (CNN), (ii) their integration with clinically relevant tabular data from patient exams, refined through a feature selection system to retain only significant predictors. …”
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Leakage Detection in Subway Tunnels Using 3D Point Cloud Data: Integrating Intensity and Geometric Features with XGBoost Classifier by Anyin Zhang, Junjun Huang, Zexin Sun, Juju Duan, Yuanai Zhang, Yueqian Shen

“…Detecting leakage using a point cloud acquired by mobile laser scanning (MLS) presents significant challenges, particularly from within three-dimensional space. …”
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Juvenile dermatomyositis in Oman: clinical patterns and disease trajectory from a National cohort by Reem Abdwani, Mahadev J. Mal, Eman Al Masroori, Ruqaiya Al Jashmi, Safiya Al Abrawi, Ibrahim Al-Zakwani

“…Patient demographics, clinical features, laboratory findings, treatment modalities, and disease outcomes were analyzed. …”
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Testicular cholesterol granuloma: a diagnostic surprise in an uncommon site by Savitri M. Nerune, Deepak Kumar Chavan, Yogeshwar Kalla, Sayandeep K. Das

“…However, histopathological examination revealed testicular cholesterol granuloma characterized by distinct features. This case emphasizes the significance of a comprehensive differential diagnosis for enduring swellings and emphasizes the pivotal role of histopathological examination in confirming rare presentations.…”
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Clinical observations and outcomes of dengue-associated retinopathy at a tertiary eye hospital in Nepal by Eli Pradhan, Rachni Gurung, Sadichhya Shrestha, Bivek Wagle, Sushma Duwal, Jyoti Bastola Paudel, Sanjita Sharma, Smita Shrestha, Raba Thapa, Anu Manandhar, Manish Poudel

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Prevalence and Clinical Presentation in Newly Diagnosed Human Immunodeficiency Virus-infected Children Aged 2 Months to 5 Years in Federal Medical Centre, Katsina, Nigeria: A Cross... by Fatima F Nasir, Mu’uta Ibrahim, Bello M Suleiman, Olayinka R Ibrahim

“…Materials and methods: Consecutive new patients aged 2 months to 5 years who presented at the emergency pediatric unit of the hospital were screened for HIV infection. …”
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Clinical presentation and outcome of diphtheria in health facility in North-East Nigeria by Ballah Akawu Denue, Rakiya Mohammed Ngoshe, Habu Abdul, Cecilia Balla Akawu, Mohammad Lawan Gana, Anas Yusuf Hussaini, Ajayi Babajide Bamidele

“…Conclusion Clinical presentation was consistent with diphtheria. Risk of fatality included vomiting, bleeding from orifices, anemia necessitating blood transfusion, delay in presentation, and DAT administration.…”
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Obstetric and perinatal sequelae of labor in women with breech presentation by V. H. Siusiuka, S. P. Onopchenko, N. Yu. Bohuslavska, M. I. Pavliuchenko, O. V. Babinchuk, A. O. Shevchenko

“…The aim of the study is to characterise the somatic and obstetric and gynaecological anamnesis, as well as to assess the features of pregnancy, childbirth and newborns’ condition in women with breech presentation. …”
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Optimal Feature Selection and Classification for Parkinson’s Disease Using Deep Learning and Dynamic Bag of Features Optimization by Aarti, Swathi Gowroju, Mst Ismat Ara Begum, A. S. M. Sanwar Hosen

“…The proposed method presents an optimal feature selection technique based on Deep Learning (DL) and the Dynamic Bag of Features Optimization Technique (DBOFOT). …”
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Unusual Presentation of Papillary Microcarcinoma of Thyroid as Thigh Mass by Koyye Ravindranath Tagore, S. Ramineni Asok Kumar

“…An elderly otherwise healthy male presented with a mass in thigh. Fine needle aspiration cytology (FNAC) revealed features of papillary carcinoma of thyroid, suggesting secondary deposits. …”
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Graphical Tools of Discrete Longitudinal Data Presentation in R by Ewa Genge

“…We will focus on the most important features of the categorical longitudinal data - category sequences and their graphical presentation. …”
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A Phraseological Presentation of the Concept of Food in Compatible Linguocultures by Hanna TERZI

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Romania’s Policy towards the Republic of Moldova at the present Stage by A. I. Dragan

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Constitutional approach in studying human diseases at the present stage by N. Yu. Klimov, Y. Yu. Vinnik, A. V. Andreychikov, A. S. Maximov

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Pancreatic Cancer Presenting as a Pancreatic Duct Disruption by Annie Liu, Herbert J. Zeh, Brian A. Boone

“…However, subtle radiographic features and unique clinical presentations may delay accurate diagnosis and staging. …”
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Eosinophilic esophagitis: literature review and original case presentation by V. T. Ivashkin, Ye. K. Baranskaya, V. O. Kaybysheva, Ye. V. Ivanova, Ye. D. Fedorov

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Atypical imaging presentation of hepatocellular carcinoma - Case series by Divya S, Geetha G, Ashwin Kumar A

“…This case series investigated HCC imaging presentations, including portal vein tumor thrombus, multifocal HCC, cirrhotomimetic diffuse infiltrative HCC, metastasis to various organs, HCC with capsular rupture and hemoperitoneum, and unusual features like a fatty metamorphosis. …”
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Metadiscourse in Three Minute Thesis Presentations: An Interdisciplinary Perspective by Qiang Zhou, Xiaohui Yu, Xurui Zhang, Yashuang Liu

“…Regarding metadiscourse of 3MT genre, much attention has been paid to the interactional features, while its interactive features have been underexplored. …”
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Pott’s Puffy Tumor Presenting as Pyogenic Meningitis in an Infant by M. M. A. Faridi, Somya Pandey, Sumaiya Shamsi

“…We describe here a case of a 4½-month-old female baby who presented to our hospital’s Emergency Room with clinical features of pyogenic meningitis following aspiration of a midline frontal swelling. …”
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Hip osteoarthrosis: clinical presentation, diagnosis, approaches to treatment by Marina Stanislavovna Svetlova

“…The paper characterizes the specific features of the anatomy and physiology of the hip joint, the clinical presentation of coxarthrosis and presents current methods for the diagnosis and treatment of the disease. …”
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