TransDeep: Transformer-Integrated DeepLabV3+ for Image Semantic Segmentation by Tengfei Chai, Zhiguo Xiao, Xiangfeng Shen, Qian Liu, NianFeng Li, Tong Guan, Jia Tian

“…In recent years, image semantic segmentation algorithms have made significant progress driven by deep learning technology, and are widely used in fields such as medical image analysis, assistive technology for the visually impaired people, and autonomous driving. Aiming at problems such as the inability of many image segmentation algorithms to fully capture global context information, low computational efficiency, and insufficient context information fusion. …”
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Intrusion detection system for V2X communication in VANET networks using machine learning-based cryptographic protocols by Thiruppathy Kesavan Venkatasamy, Md. Jakir Hossen, Gopi Ramasamy, Nor Hidayati Binti Abdul Aziz

“…It has applications in many areas, including autonomous vehicle networks, urban traffic management, and vehicle communication systems. …”
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The zebrafish moonshine gene encodes transcriptional intermediary factor 1gamma, an essential regulator of hematopoiesis. by David G Ransom, Nathan Bahary, Knut Niss, David Traver, Caroline Burns, Nikolaus S Trede, Noelle Paffett-Lugassy, Walter J Saganic, C Anthoney Lim, Candace Hersey, Yi Zhou, Bruce A Barut, Shuo Lin, Paul D Kingsley, James Palis, Stuart H Orkin, Leonard I Zon

“…Transplantation studies reveal that tif1gamma functions in a cell-autonomous manner during the differentiation of erythroid precursors. …”
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The algorithm for foggy weather target detection based on YOLOv5 in complex scenes by Zhaohui Liu, Wenshuai Hou, Wenjing Chen, Jiaxiu Chang

“…Abstract With the rapid development of urbanization and global climate warming, complex environments and adverse weather conditions pose significant challenges to the accuracy of object detection and driving safety in autonomous driving systems. Addressing the challenges of severe occlusion and noise interference in target detection within complex foggy scenes and considering the YOLOv5 model’s small size and fast processing capabilities, which meet the real-time processing demands in complex environments, it is particularly suited for resource-constrained vehicular systems. …”
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An interaction relational inference method for a coal-mining equipment system by Xiangang Cao, Jiajun Gao, Xin Yang, Fuyuan Zhao, Boyang Cheng

“…The interaction constructor of the CIRI interaction inference model in this method introduces Gumbel-softmax technology, which autonomously generates multiple types of interaction relations based on several probability matrices. …”
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Forest fire risk assessment model optimized by stochastic average gradient descent by Zexin Fu, Adu Gong, Jinhong Wan, Wanru Ba, Haihan Wang, Jiaming Zhang

“…The results demonstrate that the SAGD optimization improves the performance of the BPNN, offers a pragmatic solution for forest fire risk assessment in the Guangxi Zhuang Autonomous Region, and facilitates the enhancement of its disaster preparedness and response capabilities, thereby mitigating the adverse effects of forest fires.…”
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Fécondité et heuristique des concepts élaborés par C. G. Jung pour la clinique contemporaine by Vincent Prouvé

“…Les concepts qu’il a forgés sont empreints d’une orientation épistémologique claire : la rencontre avec l’inconscient, conçu comme puissance autonome capable de rééquilibration, et comme organisme vivant, capable de transformation. …”
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Nutritional state-dependent modulation of insulin-producing cells in Drosophila by Rituja S Bisen, Fathima Mukthar Iqbal, Federico Cascino-Milani, Till Bockemühl, Jan M Ache

“…Hence, populations of autonomously and systemically sugar-sensing neurons work in parallel to maintain metabolic homeostasis. …”
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Development of a Guidance System for an Agricultural Wheeled Robotic Platform in Row Crop Fields by Hossein Behfar, Fahime Hashemi, Arezu Nobakht

“…Automatic and accurate navigation of this autonomous robot in agricultural fields is essential for performing these precision tasks. …”
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Diagnosis and Treatment of Low Anterior Resection Syndrome by Masaaki Miyo, Emi Akizuki, Koichi Okuya, Ai Noda, Masayuki Ishii, Ryo Miura, Momoko Ichihara, Maho Toyota, Kohei Okamoto, Tatsuya Ito, Yuji Akiyama, Ichiro Takemasa

“…Recent findings have indicated that multiple pathophysiological changes, including reservoir function and evacuation of the neorectum, anal sphincter function, negative impact of a diverting stoma, autonomic denervation, and radiotherapy, are involved in the etiology of LARS. …”
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An Unexpected Presentation of Serotonin Syndrome in a Patient Receiving ECT by Shahzaib Khan, Breanna Wennberg, Malgorzata Witkowska, Jacob Rattin, Raunak Khisty

“…Serotonin syndrome is a toxidrome consisting of autonomic instability, altered mentation, hyperreflexia, clonus, and seizures. …”
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Bilingual side effect: a case of foreign language syndrome following chlorpromazine-induced neuroleptic malignant syndrome by Sanja Andric Petrovic, Nadja P. Maric

“…His condition worsened hours after the administration of intramuscular chlorpromazine, leading to NMS characterized by agitation, muscle rigidity, hyperthermia, autonomic instability, abnormal laboratory findings, and altered mental status, including foreign language syndrome. …”
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Active Obstacle Avoidance of Multi-Rotor UAV Swarm Based on Stress Matrix Formation Method by Zhenyue Qiu, Lei Zhang, Yuan Chi, Zequn Li

“…Through the detection capability of the UAV itself, the obstacle avoidance function is realized autonomously after the UAV detects an unknown obstacle. …”
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Learning to build low-field MRIs for remote northern communities by Gordon E. Sarty, Logi Vidarsson, Christopher Hansen, Christopher Hansen, Keifer Corrigal, Lionel Sutherland, Millie Jamieson, Micheal Hogue, Haile Kassahun, William Greyeyes, David Teixeira, Lawrence Goertzen, Jonathan McEvoy, Mark Pollard

“…Low-field Magnetic Resonance Imaging (MRI) has the potential to provide autonomous accessible neuroimaging in remote communities, particularly in the Canadian north. …”
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Features of the Relationship between Cardiorhythm Regulation and Components of Internal Picture of Disease in Students by O.E. Elnikova, A.V. Dobrin

“…The optimal state of the body's homeostatic systems, which ensure successful adaptation, is characterized by the activity of the parasympathetic department of autonomic nervous system in the process of cardioregulation.…”
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D1S-Neuro Program: Frequency and Risk Factors for the Development of Diabetic Neuropathy in Pediatric Patients with Type 1 Diabetes Mellitus, a Single Center Study by Marco Piccoli, Joaquin Gutierrez de Rubalcava Doblas, Patrizia Furlan, Silvia Cocchio, Alessandro Zamberlan, Gloria Panzeri, Vincenzo Baldo, Carlo Moretti

“…<b>Materials and Methods:</b> Diabetic patients over 11 years old and with at least 5 years of diabetes were subjected to specific tests for the screening of diabetic peripheral neuropathy (DPN) and for the diagnosis of cardiac autonomic neuropathy (CAN). Additionally, all data related to the patients’ average hemoglobin (HbA1c) levels over the last year and the past 5 years and the monitoring and insulin delivery technology used were collected. …”
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Phylogenetic analysis and the spatial spread of arctic rabies virus in Chukotka by Sergey A. Chupin, Aleksandr D. Botvinkin, Ivan D. Zarva, Elena V. Chernyshova

“…An ongoing phylogenetic analysis of 14 full-sized N gene RABV isolates from the Chukchi Autonomous Region of the Russian Federation was carried out. …”
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Salivary Acetylcholinesterase Activity Is Increased in Parkinson’s Disease: A Potential Marker of Parasympathetic Dysfunction by Tatyana Fedorova, Cindy Soendersoe Knudsen, Kim Mouridsen, Ebba Nexo, Per Borghammer

“…We also performed exploratory correlation analyses with disease duration, motor symptom severity, autonomic complaints, and other nonmotor symptoms. …”
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Profile of Cardiopulmonary Fitness Across Pre- and Post-COVID-19 Confinement in a Cohort of Young Adults by Ruchi Kothari, Rakshith Kumaraswamy, Ashay Gomashe, S. Sushmitha, Maitri Gopani, Naveenkumar Nallathambi

“…Conclusion: The significant decrease in VO2 max and changes in HRV indices emphasize the need for strategies to promote physical activity and monitor autonomic function post pandemic.…”
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Identifying the Purpose Fostering Factors in the Academic Lived Experience of Iranian Male Elites: A Qualitative Study by Mohamadreza Taghizadeh, Mansoureh Haj Hosseini, Elaheh Hejazi Moughari, Keyvan Salehi

“…This will encourage their audience to engage in problem-solving and activation within each domain, thereby enabling students to develop a more autonomous level of self-awareness and contextual understanding, as well as to establish meaningful objectives and actively pursue them.…”
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