Identification of Glucose-6-Phosphate Dehydrogenase Family Members Associated with Cold Stress in Pepper (<i>Capsicum annuum</i> L.) by Jianwei Zhang, Jianxin Fan, Zhiying Tan, Yao Jiang, Xianjun Chen, Qin Yang, Huanxiu Li

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A Deep Learning-Based Diagnostic Framework for Shaft Earthing Brush Faults in Large Turbine Generators by Katudi Oupa Mailula, Akshay Kumar Saha

“…A key innovation lies in the use of FFT-derived spectrograms from both voltage and current waveforms as dual-channel inputs to the CNN, enabling automatic feature extraction of time–frequency patterns associated with different SEB fault types. …”
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The choice of therapeutic tactics in a patient with diagnosed breast cancer and lung neoplasm by N. Yu. Germanovich, M. Yu. Pikunov, T. A. Shchegolkova, I. M. Mishchenko

“…Breast cancer (BC) has long held a leading position in oncology disease pattern among global female population. Statistics data show that BC metastasis to lung tissue accounts for 21–32 % of all distant metastasis cases. …”
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Effect of fiber orientation on the kinematical behaviors of a braided continuum manipulator by X. Hu, L. Yin, J. Chen, Z. Zhou, Z. Shang

“…In our recent work, a novel braided manipulator based on fibrous materials has been developed. By employing a hybrid braiding pattern, the manipulator features a thin-walled structure and a linear actuation response, enhancing its suitability for surgical environments. …”
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Geothermal heat advected by the recharge of underground conduit. Case study of the karstic spring of Lez (Hérault, France) by Vasseur, Guy

“…The thermal features of the model are expressed as a function of a few parameters: from comparison with the actual data, the depth of the conduit appears to lie around 400 m and the number Pe characterizing the recharge is about 6. …”
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Clinical and psychophysiological analysis of panic attacks in patients with various mental diseases by N. V. Tuter, N. A. Tyuvina

“…The determinant of the pathogenesis and clinical presentation of PA in various mental diseases is psychodynamic processes, the specific features of which need to be taken into account when making diagnostic, therapeutic, prognostic, and expert decisions.…”
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Optimal recall from bounded metaplastic synapses: predicting functional adaptations in hippocampal area CA3. by Cristina Savin, Peter Dayan, Máté Lengyel

“…A venerable history of classical work on autoassociative memory has significantly shaped our understanding of several features of the hippocampus, and most prominently of its CA3 area, in relation to memory storage and retrieval. …”
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Automatic mouse ultrasound detector (A-MUD): A new tool for processing rodent vocalizations. by Sarah M Zala, Doris Reitschmidt, Anton Noll, Peter Balazs, Dustin J Penn

“…House mice (Mus musculus) emit complex ultrasonic vocalizations (USVs) during social and sexual interactions, which have features similar to bird song (i.e., they are composed of several different types of syllables, uttered in succession over time to form a pattern of sequences). …”
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Transfer learning and multi-phase training for accurate diacritization of Arabic poetry by Gheith A. Abandah, Ashraf E. Suyyagh, Mohammad R. Abdel-Majeed

“…We mitigate the difficulty of diacritizing Arabic poetry verses by employing transfer learning to leverage pattern features from a pretrained classification model. …”
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Identifying small thymomas from other asymptomatic anterior mediastinal nodules based on CT images using logistic regression by Wenfeng Feng, Runlong Lin, Wenzhe Zhao, Haifeng Cai, Jingwu Li, Yongliang Liu, Lixiu Cao, Lixiu Cao

“…Clinical and CT features were analyzed, and a predictive model was developed based on independent risk features for small thymomas using multivariate LR in the training set. …”
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Fisher discriminant analysis of multimodal ultrasound in diagnosis of cervical metastatic lymph nodes in papillary thyroid cancer by Yixuan Wang, Yue Han, Fei Li, Yuyang Lin, Bei Wang

“…The model’s effectiveness was assessed with self-testing, cross-validation, and receiver operating characteristic curve analysis. Results Four features, namely lymphatic hilum (X1), cortical hyperechogenicity (X2), vascular pattern (X4), and SWEmean (X7), were integral to the discriminant analysis, resulting in the equation: Y1 = −3.461 + 2.423X1 + 0.321X2 + 1.620X4 + 0.109X7, Y2 = −8.053 + 0.414X1 + 2.600X2 + 2.504X4 + 0.192X7. …”
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Ixekizumab-induced interstitial lung disease: a case report confirmed by transbronchial lung cryobiopsy by Shota Kaburaki, Naoko Okada, Toru Tanaka, Koichiro Kamio, Yosuke Tanaka, Yasuhiro Terasaki, Kazuo Kasahara, Masahiro Seike

“…The pathophysiological mechanisms and histopathological features of this adverse effect remain poorly documented.Case Presentation: A 69-year-old male with familial psoriasis developed respiratory symptoms after 18 months of ixekizumab therapy. …”
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Environmental Responsibility, Active Social Learning, and Political Action by David Hayes

“…Links will be made throughout between environmental issues, economic development and social and environmental justice. Another key feature of Green Criminology is the way in which it seeks to align with environmental activism, and an account will be given here of ethnographic research into a contemporary environmental protest movement, the 'anti-fracking' movement. …”
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Environmental Responsibility, Active Social Learning, and Political Action by David Hayes

“…Links will be made throughout between environmental issues, economic development and social and environmental justice. Another key feature of Green Criminology is the way in which it seeks to align with environmental activism, and an account will be given here of ethnographic research into a contemporary environmental protest movement, the 'anti-fracking' movement. …”
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Fifteen Years of Non-Hodgkin Lymphoma in an Indonesian National Referral Hospital: Epidemiologic Trends and Diagnostic Challenges by Agnes Stephanie Harahap, Maria Francisca Ham, Andree Kurniawan, Stefanny Charles, Felix Wijovi, Lugyanti Sukrisman

“…This poses significant challenges in developing countries with limited health care resources. …”
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Predicting sleep quality with digital biomarkers and artificial neural networks by Hyolim Lee, Minsung Cho, Sang Won Lee, Sang Won Lee, Sungkyu Park

“…LIME analysis confirmed that LF/HF ratio, along with ISI and WHOQOL-BREF scores, were the most influential features for model predictions.DiscussionThis work introduces a novel approach for managing sleep health through continuous HRV monitoring and predictive modeling using wearable devices. …”
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Providing a model of purchase intention and customer experience on customer behavior in virtual networks by Kazem Tolooee, Hossein budaghi Khajeh Noubar, Hossein Gharehbiglo, Mojtaba Ramazani

“…The collection tool in this research includes a questionnaire of purchase intention pattern based on customers' experience in designed virtual networks. …”
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Empirical Study of Differentiated Learning Using The Moodle Platform on Personalized Informatics Subjects in Vocational High Schools by Jajang Kusnendar, Deni Darmawan, Rusman Rusman, Indriyani Rachman

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Wildlife management of German colonists in the Don Army region by D. Yu. Shishkina

“…The history of the use of natural resources by the German colonists is considered. Development of the settling system is analyzed, main features of natural resources use and patterns of their evolution are studied.…”
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Finger drawing on smartphone screens enables early Parkinson's disease detection through hybrid 1D-CNN and BiGRU deep learning architecture. by Zhaohui Zhu, E Wu, Pengfei Leng, Jiajun Sun, Mingming Ma, Zhigeng Pan

“…Our hybrid model combined multi-scale convolutional feature extraction (using parallel 1D-Convolutional branches) with bidirectional temporal pattern recognition (via gated recurrent unit [GRU] networks) to analyze movement abnormalities and detect the disease.…”
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