Enhancing the Prediction of Episodes of Aggression in Patients with Dementia Using Audio-Based Detection: A Multimodal Late Fusion Approach with a Meta-Classifier by Ioannis Galanakis, Rigas Filippos Soldatos, Nikitas Karanikolas, Athanasios Voulodimos, Ioannis Voyiatzis, Maria Samarakou

“…The analysis of the correlations in our multimodal approach suggests that the accuracy of the early detection models is improved, providing a novel proof of concept with the appropriate findings to advance the understanding of aggression prediction in clinical settings and offer more effective intervention tactics from caregivers.…”
Get full text

CURRENT FEATURES OF THE HEPATITIS EPIDEMIC PROCESS IN THE VINNYTSIA REGION by Dmytro V. Palii, Iryna G. Paliy, Olena O. Voinalovych, Mariia O. Shostatska

Get full text

Features of bioelectrical activity of the heart in children with chronic pyelonephritis by Vakulenko L.I.

“…Violation of repolarization in the ventricular myocardium were detected more frequently in children with chronic pyelonephritis combined with chronic foci of infection in the nasopharynx. …”
Get full text

Community-Acquired and Nosocomial Pneumonia: Clinical and Morphological Features by A. M. Golubev, T. V. Smelaya, V. V. Moroz, A. A. Popov, A. A. Tolbatov, S. V. Medunetskaya

“…Five days later, inflammatory changes were prevalent, severe alveolar edema (subtotal and total) and multiple hemorrhages were noted, and the number of hyaline membranes increased. Conclusion: The analysis has indicated that ARDS, including acute pulmonary lesion, as the first stage of respiratory distress syndrome in patients with pneumonia of varying genesis is more frequently detectable than traditionally thought. …”
Get full text

Features of the course and outcomes of neonatal hepatitis of various etiologies by N. A. Efremova, L. G. Goryacheva, N. V. Rogozina, L. A. Alekseeva, T. V. Bessonova, M. Y. Kotiv

Get full text

Epidemiological Features of Sexually Transmitted Infections in the Republic of Tatarstan by Zh. G. Eremeeva, R. Z. Ibragimova, S. T. Agliullina

Get full text

The clinical and morphological features and prognosis in rare breast carcinomas by I. V. Vysotskaya, G. V. Martynova, V. P. Letyagin, V. D. Ermilova, E. M. Pogodina, E. A. Kim, K. V. Maksimov

Get full text

Features of structural and functional changes of the brain in patients with schizophrenia by S. A. Galkin, E. G. Kornetova, A. N. Kornetov, D. A. Petkun, N. A. Bokhan

“…Aim. To establish the features of structural and functional changes in the brain in patients with schizophrenia.Materials and methods. …”
Get full text

Automating areas of interest analysis in mobile eye tracking experiments based on machine learning by Julian Wolf, Stephan Hess, David Bachmann, Quentin Lohmeyer, Mirko Meboldt

“…We introduce a new machine learning-based algorithm, the computational Gaze-Object Mapping (cGOM), that automatically maps gaze data onto respective AOIs. cGOM extends state-of-the-art object detection and segmentation by mask R-CNN with a gaze mapping feature. …”
Get full text

Structural features of somatic and germline retrotransposition events in humans by Päivi Nummi, Tatiana Cajuso, Tuukka Norri, Aurora Taira, Heli Kuisma, Niko Välimäki, Anna Lepistö, Laura Renkonen-Sinisalo, Selja Koskensalo, Toni T. Seppälä, Ari Ristimäki, Kyösti Tahkola, Anne Mattila, Jan Böhm, Jukka-Pekka Mecklin, Emma Siili, Annukka Pasanen, Oskari Heikinheimo, Ralf Bützow, Auli Karhu, Kathleen H. Burns, Kimmo Palin, Lauri A. Aaltonen

“…Leveraging long-read sequencing, we provide an in-depth analysis of the twin-priming phenomenon, detecting it across transposable element types that remain active in humans, including Alus. …”
Get full text

Clinicopathological features and differential diagnosis of AIDS with CMV infection by ZENG Dong, SONG Shu, YANG Yuexiang, XU Jingjing, GUO Wenjuan, ZHENG Ye, SHI Yuhan, FENG Yanling

“…Objective This study aims to explore the clinicopathologic features of patients with acquired immune deficiency syndrome (AIDS) with cytomegalovirus (CMV) infection, and to analyze the differential diagnosis with other common viral infections and non-infectious diseases. …”
Get full text

Automatic Change Detection of High Resolution Remote Sensing Images Based on Level Set Evolution and Support Vector Machine Classification by YAN Ming, CAO Guo, XIA Meng

Get full text

Sentiment analysis for deepfake X posts using novel transfer learning based word embedding and hybrid LGR approach by Madiha Khalid, Muhammad Faheem Mushtaq, Urooj Akram, Mejdl Safran, Sultan Alfarhood, Imran Ashraf

“…This study proposes a hybrid deep learning (DL) approach and novel transfer learning (TL)-based feature extraction approach for deepfake posts’ sentiment analysis. …”
Get full text

Experimental study and techno-economic evaluation of an active fault detection kit in the prospect of future zero energy building installations by Christos Pechlivanis, Nick Rigogiannis, Andreas Tichalas, Faidra Kotarela, Nick Papanikolaou

“…Finally, a sustainability assessment study is performed, using the Life Cycle Cost Analysis tool.…”
Get full text

MAS-YOLO: A Lightweight Detection Algorithm for PCB Defect Detection Based on Improved YOLOv12 by Xupeng Yin, Zikai Zhao, Liguo Weng

Get full text

COVID-19 Diagnosis Using Spectral and Statistical Analysis of Cough Recordings Based on the Combination of SVD and DWT by Thabit Sultan Mohammed, Awni Ismail Sultan, Khattab M. Ali Alheeti, Karim Mohammed Aljebory, Hasan Ismail Sultan, Muzhir Shaban Al-Ani

“…As a cough recognition approach, we found it well-performing, as it generates and utilizes an efficient minimum number of features. Mean and median frequencies, which are known to be the most useful features in the frequency domain, are applied to generate an effective statistical measure to compare the results. …”
Get full text

The genotype and phenotype analysis in 3 cases with the rare genotype of HBB:c.316-146T > G by Yan-Bin Cao, Yi-Yuan Ge, Long-Xu Xie, Guang-Kuan Zeng, Bai-Ru Lai, Xiao-Hua Yu, Jian-Lian Liang, Li-Ye Yang

Get full text

Computer Vision for Clinical Gait Analysis: A Gait Abnormality Video Dataset by Rahm Ranjan, David Ahmedt-Aristizabal, Mohammad Ali Armin, Juno Kim

“…Clinical gait analysis (CGA) using computer vision is an emerging field in artificial intelligence facing great challenges in obtaining accessible and annotated real-world data and clear task objectives. …”
Get full text

landmarker: A Toolkit for Anatomical Landmark Localization in 2D/3D Images by Jef Jonkers, Luc Duchateau, Glenn Van Wallendael, Sofie Van Hoecke

Get full text

Detection of prospective areas for mineralization deposits using image analysis technique of aeromagnetic data around Marsa Alam-Idfu road, Eastern Desert, Egypt by A.S.M. Assran, R.A.Y. El Qassas, M.H.M. Yousef

Get full text