Assisted Parkinsonism Diagnosis Using Multimodal MRI—The Role of Clinical Insights by Tobias Meindl, Alexander Hapfelmeier, Tobias Mantel, Angela Jochim, Jonas Deppe, Silke Zwirner, Jan S. Kirschke, Yong Li, Bernhard Haslinger

“…Conclusion Machine‐learning‐assisted classification of MR‐imaging biomarkers gathered in routine care can assist in the diagnosis of parkinsonian syndromes as part of the diagnostic workup. We provide a visual method that aids the interpretation of neuroimaging‐based classification results of the three main parkinsonian syndromes, improving clinical interpretability.…”
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A bio-inspired framework for apple leaf disease detection: Integrating lesion localization, ant colony optimization, and machine learning by Xiaolong Li, Feifan Huang, Haotian Sun, Jiayu He, Seyed Mohamad Javidan, Yiannis Ampatzidis, Zhao Zhang

“…Conventional diagnostic approaches, such as expert visual assessments and laboratory analyses, are often time-consuming, costly, and limited to post-symptomatic stages. …”
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Text-Guided Distribution Calibration for Few-Shot Object Detection in Remote Sensing Images by Yu Cao, Jingyi Chen, Haoyu Wang, Lei Zhang, Chen Ding, Wei Wei, Shiqi Cao, Meilin Xie

“…We conducted experiments on the NWPU VHR-10 and DIOR datasets and clarified the superior performance of the proposed method compared with several state-of-the-art comparison methods.…”
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An AI-Based Digital Scanner for <i>Varroa destructor</i> Detection in Beekeeping by Daniela Scutaru, Simone Bergonzoli, Corrado Costa, Simona Violino, Cecilia Costa, Sergio Albertazzi, Vittorio Capano, Marko M. Kostić, Antonio Scarfone

“…In this study, the scanner was tested for 17 weeks, receiving sheets from 5 beehives every week, and checking the accuracy, reliability, and speed of the method compared to conventional human visual inspection. …”
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Validation of the PsAID-12 Russian questionnaire in patients with psoriatic arthritis by L. D. Vorobyeva, E. Yu. Loginova, Yu. L. Korsakova, E. E. Gubar, P. O. Tremaskina, T. V. Korotaeva

“…Objective – validation of the Russian-language version of the PsAID-12 questionnaire in patients with psoriatic arthritisMaterials and methods. The study included 187 patients, mostly men (50.2%), with a reliable diagnosis of psoriatic arthritis (PsA) according to the CASPAR criteria (2006), who consistently sought medical help at the V.A. …”
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Correlation of Coronary Calcium Measured on Conventional Computed Tomography with Coronary Angiography Findings in Lung Transplant Patients by Sergio Tapia Concha, Concepción Fariñas-Álvarez, Pedro Muñoz Cacho, José Manuel Cifrian Martínez, Javier Zueco Gil, José Antonio Parra Blanco

“…<b>Conclusions:</b> The visual assessment method yielded results similar to the other two quantification methods. …”
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Revolutionizing Gaze-Based Human&#x2013;Computer Interaction Using Iris Tracking: A Webcam-Based Low-Cost Approach With Calibration, Regression and Real-Time Re-Calibration by Govind Ram Chhimpa, Ajay Kumar, Sunita Garhwal, Dhiraj, Faheem Khan, Yeon-Kug Moon

“…This paper introduces a video-based gaze-tracking method that presents an affordable, user-friendly, and dependable human-computer interaction (HCI) system based on iris movement. …”
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Cap2Seg: leveraging caption generation for enhanced segmentation of COVID-19 medical images by Wanlong Zhao, Wanlong Zhao, Fan Li, Fan Li, Yueqin Diao, Yueqin Diao, Puyin Fan, Puyin Fan, Zhu Chen, Zhu Chen

“…Extensive experiments on two public datasets, MosMedData+ and QaTa-COV19, demonstrate that our method outperforms the current state-of-the-art models under the same conditions. …”
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TBD-Y: Automatic tea bud detection with synergistic object-spatial attention and global-local attention guided feature fusion by Zhongyuan Liu, Li Zhuo, Chunwang Dong, Jiafeng Li, Yang Li

“…To address these issues, in this paper, an automatic TBD method is proposed, which is built upon the YOLOv11 object detection framework, named TBD-Y. …”
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Weakly Supervised Semantic Segmentation of Mangrove Ecosystem Using Sentinel-1 SAR and Deep Convolutional Neural Networks by Arsalan Ghorbanian, Ardalan Ghorbanian, Seyed Ali Ahmadi, Ali Mohammadzadeh, Amin Naboureh

“…The TTA approach improved the final map both visually and statistically compared to a simple prediction approach. …”
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Enhancing Neural Activation in Older Adults: Action Observation-Primed Swallowing Imagery Reveals Age-Related Connectivity Patterns by Hao Xiong, Jin-Jin Chen, Meng-Huan Wang, Lu Zhang, Feng Lin

“…Enhancing cortical activation and functional connectivity through non-invasive methods is crucial for improving swallowing function. …”
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Remote sensing image interpretation of geological lithology via a sensitive feature self-aggregation deep fusion network by Kang He, Jie Dong, Haozheng Ma, Yujie Cai, Ruyi Feng, Yusen Dong, Lizhe Wang

“…Although deep learning (DL) methods has significantly improved the performance of lithological remote sensing interpretation, its accuracy remains far below the level achieved by visual interpretation performed by domain experts. …”
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Synthesis of mixed-dimensional 1D-graphene nanoribbon/2D-CuSe heterostructures with controllable band alignments by Yong Zhang, Jianchen Lu, Lei Gao, Xin-jing Zhao, Gefei Niu, Xi Geng, Yi Zhang, Shicheng Li, Yuhang Yang, Yuan-Zhi Tan, Shixuan Du, Jinming Cai

“…This work offers a promising method to precisely synthesize 1D/2D heterostructures with diverse band alignments for applications in high-performance nanodevices.…”
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Transition state structure detection with machine learningś by Yitao Si, Yiding Ma, Tao Yu, Yifan Wu, Yingzhe Liu, Weipeng Lai, Zhixiang Zhang, Jinwen Shi, Liejin Guo, Oleg V. Prezhdo, Maochang Liu

“…Abstract Transition structure calculations via quantum chemistry methods have become a staple in modern chemical reaction research. …”
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Reading the Sufi Discourse in the Patterns and Design of Heriz Carpets: A Study from the Late 13th to the Late 14th Century by Azam Rasooli, Kazem Chalipa, ali asghar shirazi, Seyed Jalal Eedin Bassam

“…This research employs a descriptive-analytical method, with data collected through library, documentary, and fieldwork approaches. …”
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Smartphone-based screening of neonatal jaundice in three populations in low and middle-income countries: a cross-sectional study by Elisabeth Darj, Håkon Bergseng, Anders Aune, Gabriela Jímenez-Díaz, Lobke Marijn Gierman, Gunnar Vartdal, Mónica Reyes Berlanga, Jorge Tusoy, Sunila Shakya

“…Visual assessment of jaundice is shown to be inaccurate. …”
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Identification and classification of solid–liquid flow patterns in deviated and horizontal annuli by Di Yao, Xiaofeng Sun, Jingyu Qu

“…Finally, we integrated the models to develop a unified method for identifying and classifying the patterns typifying solid–liquid two-phase flow in deviated and horizontal annuli.…”
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Teaching staff the rules of feeding is an obligatory aspect of speech therapy work to overcome post-stroke dysphagia by O. D. Larina, Yu. Yu. Rudometova, T. V. Novikova

“…Proper organization of care for patients with dysphagia and taking into account the recommendations of a speech therapist made it possible to transfer patients to oral nutrition. Thus, the use of visual personalized methods of informing caregivers of patients with post-stroke dysphagia about the features of care and nutrition can reduce or completely eliminate swallowing disorders, shorten rehabilitation periods and improve the quality of life of patients.…”
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Avaliação físico-mecânica de colmos de bambu tratados Physico-mechanical evaluation of treated bamboo culms by Jean C. C. Espelho, Antonio L. Beraldo

“…In this study the performance of a Boucherie Modified Method was evaluated, comparing treated bamboo samples (bamboo splits) with untreated samples (control). …”
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Analysis of Differentiated Approach Effectiveness in Patients with Varying Degrees of Severity of Chronic Ocular Ischemic Syndrome Caused by Internal Carotid Artery Stenosis by V. V. Tuzlaev, V. V. Egorov, I. Z. Kravchenko, G. P. Smoliakova

“…Preventive PRP of retina, before performing reconstructive surgery of ICAS, optimized and reduced the time of visual recovery. PRP of retina as independent method of treatment of chronic OIS, complicated by neovascular glaucoma, caused full or partial regression of neovascularization in iris, which increased possibilities of its effective treatment. …”
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