Emotion recognition in panoramic audio and video virtual reality based on deep learning and feature fusion by Siqi Guo, Mian Wu, Chunhui Zhang, Ling Zhong

“…Furthermore, the associated methods lack clarity regarding image feature extraction, which contributes to the diminished accuracy of emotion recognition in virtual reality content. …”
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Optimal imaging time for Tc-99m phytate lymphoscintigraphy for sentinel lymph node mapping in patients with breast cancer by Ching-Chun Ho, Yu-Hung Chen, Shu-Hsin Liu, Hwa-Tsung Chen, Ming-Che Lee

“…Lymphoscintigraphy is one of the major methods used. The radioactive tracer used in Taiwan is Tc-99m phytate. …”
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Detection and Severity Assessment of Parkinson’s Disease Through Analyzing Wearable Sensor Data Using Gramian Angular Fields and Deep Convolutional Neural Networks by Sayyed Mostafa Mostafavi, Shovito Barua Soumma, Daniel Peterson, Shyamal H. Mehta, Hassan Ghasemzadeh

“…The current clinical methods for the diagnosis and severity assessment of PD rely on the visual and physical examination of subjects and identifying key disease motor signs and symptoms such as bradykinesia, rigidity, tremor, and postural instability. …”
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PLZero: placeholder based approach to generalized zero-shot learning for multi-label recognition in chest radiographs by Chengrong Yang, Qiwen Jin, Fei Du, Jing Guo, Yujue Zhou

“…Notably, our method outperforms others even when the number of unseen classes exceeds the experimental settings of other methods. …”
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Contextual information based anomaly detection for multi-scene aerial videos by Girisha S, Ujjwal Verma, Manohara M M. Pai, Radhika M. Pai

“…The proposed method is extensively evaluated on the proposed UAV anomaly detection dataset and performs competitively with respect to state-of-the-art methods with an AUC of 0.712.…”
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Enhancing Teaching: The Crucial Role of Effective Preparation and Delivery of Lectures by Iryna Hontarenko, Oksana Kovalenko

“…The article addresses the issue of identifying the most efficient methods for preparing and delivering university lectures. …”
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TECHNICAL AND TECHNOLOGICAL SUPPORT FOR GRAIN STOCKS MANAGEMENT OF AGRICULTURAL PRODUCERS IN THE CONDITIONS OF ELEVATOR CAPACITY DEFICIENCY IN UKRAINE by Volodymyr KOLODIICHUK, Yurii DUBNEVYCH

“…Methods of comparative and structural analysis, statistic groups were also used to analyze the level of ecologically sustainable development of regions; tabular method - for a visual representation of the dynamics of indicators. …”
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Mid-term efficacy of non-contact orthopedic robot navigation in the treatment of lumbar spondylolisthesis by XiaoPeng Gu, SongOu Zhang, YongTao Liu, JunLiang Qi, YueQuan Gu, WeiHu Ma

“…Abstract Objective This study was aimed to explore the mid-term efficacy of non-contact orthopedic robot navigation in the treatment of lumbar spondylolisthesis. Methods The clinical data of young and middle-aged patients with lumbar spondylolisthesis were retrospectively analyzed and divided into an observation group and a control group according to surgical methods. …”
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Parent skills training for parents of children or adults with developmental disorders: systematic review and meta-analysis protocol by Corrado Barbui, Chiara Servili, Brian Reichow, Cary Kogan, Isaac Smith, M Taghi Yasamy

“…To locate studies, we will conduct an extensive electronic database search and then use snowball methods, with no limits to publication year or language. …”
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Sirtuins and Their Role in the Aging Eye (Review) by L. K. Moshetova, O. I. Abramova, K. I. Turkina, M. K. Nurbekov, O. P. Dmitrenko, I. N. Saburina, S. A. Kochergin

“…Visual impairment in elderly people is a serious problem that significantly affects the quality of life of millions people around the world. …”
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PECULIARITIES OF MNEMOTECHNICS USE WHILE LEXICAL MATERIAL STUDYING IN GERMAN LESSONS by Nataliia V. Rybalka

“…Depending on the stimulus, either it is a place, a word, a picture or even a letter, there are appropriate methods of mnemotechnics: linguistic method; spatial method; visual method; verbal method and the method of physical reactions. …”
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Drawing as a Paralinguistic Phenomenon in Literary Texts (a Case Study of Tove Jansson’s Works) by Svetlana P. Cherkashina

“…To analyze extratextual structures, the study employs a structural-semiotic method, alongside a distributional method, which enables the investigation of semantic relationships between words. …”
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Comparison of effectiveness of kyphoplasty and vertebroplasty in patients with osteoporotic vertebra fractures by Ahmet Ateş, Halil Can Gemalmaz, Mehmet Ali Deveci, Sezai Aykın Şimşek, Engin Çetin, Alpaslan Şenköylü

“…We suggest vertebroplasty over kyphoplasty since it is an easier method to manage. Level of evidence: Level III, Therapeutic study. …”
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Optimized Purification Processes for Isolation and Modification of Oligosaccharides from Rathi Cow’s Milk by Desh Deepak A. P. Singh Chauhan, Sana Akhtar Usmani, Sarita Chauhan, Ashutosh Singh, Desh Deepak

“…Here, we aim to present an optimized method for the purification and analysis of oligosaccharides present in Rathi cow milk. …”
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Functional and Olfactory Outcomes of Inferior Turbinate Hypertrophy Reduction with Laser, Radiofrequency, and Bipolar by Mustafa Caner Kesimli, Eren Yılmaz, Aytuğ Altundağ

“…Objective: This study aims to compare the effects of bipolar cauterization, radiofrequency ablation, and laser reduction methods, which are frequently used for turbinate reduction, on recovery times and olfactory functions in the early postoperative period.Materials and Methods: The olfactory functions of all patients were preoperatively evaluated with the Sniffin’ Sticks test. …”
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Research hotspots and trends of post-stroke depression rehabilitation: a bibliometric analysis from 2003 to 2024 by Hongwei Cai, Hongwei Cai, Shini Cai, Shini Cai, Aihong Li, Aisong Guo

“…A. is the most prolific author (24 publications).ConclusionUsing bibliometric methods, relevant studies on PSD rehabilitation were reviewed. …”
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Reliability of Reagent Strips for Semi-quantitative Measurement of Glucosuria in a Neonatal Intensive Care Setting by Jolita Bekhof, Boudewijn J. Kollen, Sjef van de Leur, Joke H. Kok, Irma H.L.M. van Straaten

“…Glucosuria in preterm infants is often measured using a visually readable reagent strip, e.g., when monitoring total parenteral nutrition or during sepsis or when treating with corticosteroids. …”
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Automatic Registration and Error Detection of Multiple Slices Using Landmarks by Hans Frimmel, Lars Egevad, Christer Busch, Ewert Bengtsson

“…To verify the result, s standard method in statistics was used. Results. The methods were evaluated for 16 prostates. …”
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Results of Accelerated Local Cross-Linking in Keratoconus by H. Khraistin, G. A. Osipyan, S. I. Anisimov, A. K. Dzamikhova, M. Jourieh

“…Significant increase of uncorrected (UDVA) and corrected (CDVA) distance visual acuity was registered 6 months after operation in KC of the II and III stages. …”
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A hybrid super learner ensemble for phishing detection on mobile devices by Routhu Srinivasa Rao, Cheemaladinne Kondaiah, Alwyn Roshan Pais, Bumshik Lee

“…Several antiphishing techniques, such as blacklist-based, source code analysis, and visual similarity-based methods, have been developed to counter phishing websites. …”
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