Human–forest interaction of useful plants in the Wof Ayzurish Forest, North Showa Zone, Ethiopia: cultural significance index, conservation, and threats by Yirefu Tefera, Ermias Lulekal, Bikila Warkineh

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Classification of Epileptic Seizures by Simple Machine Learning Techniques: Application to Animals’ Electroencephalography Signals by Illia Pidvalnyi, Anna Kostenko, Oleksandr Sudakov, Dmytro Isaev, Oleksandr Maximyuk, Oleg Krishtal, Olena Iegorova, Ievgen Kabin, Zoya Dyka, Steffen Ortmann, Peter Langendorfer

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Deployable Deep Learning for Cross-Domain Plant Leaf Disease Detection via Ensemble Learning, Knowledge Distillation, and Quantization by Mohammad Junayed Hasan, Suvodeep Mazumdar, Sifat Momen

“…Despite recent advances, three fundamental barriers remain: cross-domain generalization, severe class imbalance, and computational limitations for edge deployment. This study introduces the first open cross-domain benchmark for tomato leaf disease detection, unifying PlantVillage and TomatoVillage datasets into 15 harmonized disease classes to enable reproducible evaluation across domains. …”
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A novel dynamic weighted prediction framework with stability-enhanced dynamic thresholding feature selection for neurodegenerative disease detection using gait features by Diksha Giri, Ranjit Panigrahi, Samrat Singh Bhandari, Moumita Pramanik, Akash Kumar Bhoi, Victor Hugo C. de Albuquerque

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An artificial intelligence accelerated ab initio molecular dynamics dataset for electrochemical interfaces by Yong-Bin Zhuang, Chang Liu, Jia-Xin Zhu, Jin-Yuan Hu, Jia-Bo Le, Jie-Qiong Li, Xiao-Jian Wen, Xue-Ting Fan, Mei Jia, Xiang-Ying Li, Ao Chen, Lang Li, Zhi-Li Lin, Wei-Hong Xu, Jun Cheng

“…ElectroFace is designed to compile, visualize, and provide open access to interface data, fostering collaboration and accelerating progress in the field.…”
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Advancements in viral vaccine development: from traditional to modern approaches by Ankit Kumar, Faiz Ahmad, Bikash Kumar Sah, Alaa A. A. Aljabali, Yachana Mishra, Vijay Mishra

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Scalable AI-driven air quality forecasting and classification for public health applications by Mohammad Wasil Jalali, Bahir Saidi, Habibullah Farahmand, Mohammad Aref Rezvan Panah, Eda Nur Saruhan

“…We also assessed the computational efficiency of the models: ensemble ML models like Random Forest had much lower inference times (around 0.0289 s), making them ideal for real-time use, while DL models like CNN and LSTM required higher computational resources (up to 1.25 s per inference). …”
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GABA_A Receptors Are Involved in the Seizure Blockage Prompted by a Polyphenol-Rich Extract of White Grape Juice in Rodents by Alessandro Maugeri, Rita Citraro, Antonio Leo, Caterina Russo, Michele Navarra, Giovambattista De Sarro

“…Seizures were monitored and scored, while absence was assessed by electroencephalogram. The open-field test was employed to assess the anxiolytic effects of WGJe. …”
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Risk factors of incisional hernia after laparoscopic colorectal surgery with periumbilical minilaparotomy incision: a propensity score matching analysis by Yoonhong Kim, Ki Hyun Kim, Kyung Won Seo, Seung Hun Lee, Gyung Mo Son

“…The study was based on diagnosis of incisional hernia on computed tomography at 6 and 12 months postoperatively. …”
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A subcentimeter duodenal neuroendocrine neoplasm with a liver metastasis upgraded to G3: a case report by Tomoya Kitada, Toshihiko Masui, Yosuke Kasai, Yuichiro Uchida, Satoshi Ogiso, Takashi Ito, Takamichi Ishii, Satoru Seo, Hiroyuki Katsuragawa, Shinji Uemoto

“…The endoscopic biopsy showed DuNEN with a Ki-67 index of 3.3% (G2 categorized by the World Health Organization 2019 classification). We performed an open partial duodenectomy with adjacent lymph node dissection. …”
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Coupled Phylogenetic and Functional Enrichment in the Tomato Rhizosphere Microbiome by Silvia Talavera-Marcos, Ramón Gallego, Rubén Chaboy-Cansado, Alberto Rastrojo, Daniel Aguirre de Cárcer

“…[Figure: see text] Copyright © 2025 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.…”
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Primary leiomyosarcoma of the inferior vena cava in a pediatric case: a case report and literature review by Kazuki Yoshizawa, Yasunari Ohno, Takashi Kurata, Yuki Takagi, Tomoko Kasai, Momoko Takizawa, Yuji Soejima

“…The tumor was diagnosed as a leiomyosarcoma through an open tumor biopsy. As the multiple liver metastases were located only in the right lobe of the liver on imaging, we performed tumor resection with right hepatectomy and replacement of the inferior vena cava (IVC). …”
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Influence of the axial loads of rolling stock on the contact-fatigue life of rails by V. S. Kossov, G. M. Volokhov, O. G. Krasnov, M. N. Ovechnikov, A. L. Protopopov, V. V. Oguenko

“…Calculations of contact fatigue life took into account the variability of vertical loads from the impact on the track of trains formed from innovative open cars with axial loads of 23.5, 25 and 27 tf under operating conditions, loaded with real loading blocks. …”
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Advancing soil-structure interaction (SSI): a comprehensive review of current practices, challenges, and future directions by Imtiyaz Akbar Najar, Raudhah Ahmadi, Akeem Gbenga Amuda, Raghad Mourad, Neveen El Bendary, Idawati Ismail, Nabilah Abu Bakar, Shanshan Tang

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The Safety of Non‐immunogenic Recombinant Staphylokinase in Elderly Patients With Massive Pulmonary Embolism: A Randomized Clinical Trial FORPE by Stanislav G. Leontyev, Elena B. Yarovaya, Vladimir A. Kutsenko, Oleg E. Ivlev, Anna G. Soplenkova, Andrey M. Semenov, Mikhail P. Semenov, Sergey V. Ivanov, Yulia A. Romashova, Sergey S. Markin

“…Methods A randomized, open‐label, multicenter, parallel‐group, noninferiority FORPE trial was conducted at 23 clinical sites in Russia. …”
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Factors associated with interstitial lung disease in patients with rheumatoid arthritis by Benyapa Suppa-Udom, Supparerk Disayabutr, Suwimon Wonglaksanapimon, Krittachat Butnian, Wanruchada Katchamart

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Treatment of multiple huge liver cysts in a hybrid operating room: a case report by Sho Ishikawa, Shintaro Kuroda, Keigo Chosa, Kenjiro Okada, Naoki Tanimine, Hiroyuki Tahara, Masahiro Ohira, Kentaro Ide, Tsuyoshi Kobayashi, Hideki Ohdan

“…IVC pressure measured at the peripheral side of the stenosis and PV pressures were continuously measured during surgery and were confirmed to have decreased during the opening of the liver cysts. The patient had a good postoperative course and was discharged on the 10th postoperative day. …”
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ETIA: Enhancing Text2Image Surround View Scene Generation With Semantic Annotation via Diffusion for Autonomous Driving by Ramyashree, S. Raghavendra, S. K. Abhilash, Venu Madhav Nookala, P. V. Arun Kumar, P. Malashree

“…Furthermore, our approach improves segmentation and detection accuracy, achieving a PQ of 67.4, mIoU of 80.1, and mAP of 65.4, surpassing methods like OpenSeeD and D2Det. An ablation study highlights the contributions of key components in our architecture. …”
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An Innovation to Address the Anterior Pelvic Ring Disruptions by Ramesh Perumal, Harish Mahesan, Dheenadhayalan Jayaramaraju, Rajasekaran Shanmuganathan

“…Materials and methods: A total of 21 patients between 2015 and 2018 with disrupted pelvic ring injuries for which open reduction and 4.5 DCP fixation are included in the study and classified according to Young–Burgess. …”
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Splenic sarcoid reaction mimicking metastases in patients after uterine cancer surgery: a report of two cases by Kei Kitamura, Toshiro Ogura, Ryoichi Miyamoto, Hiroyuki Ishida, Shinichi Matsudaira, Amane Takahashi, Hiroaki Kanda, Takashi Fukuda

“…The patient underwent open total abdominal hysterectomy and bilateral salpingo-oophorectomy with pelvic lymphadenectomy. …”
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