Biomaterials used in regeneration of salivary gland in three-dimensional culture system -a systematic review by M. Harinisubasri, Divya Bose, Dineshkumar Thayalan, Rajkumar Krishnan, Rameshkumar Annasamy

“…In 52.9% of the studies, Acinar components were formed along with the duct formation in 52.9% of the studies followed by the formation of the myoepithelial component in 29.4% of the studies with neuronal innervation only in 5.88% of the studies. …”
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Localization of Liv2 as an Immature Hepatocyte Marker in EB Outgrowth by Ikkei Takashimizu, Yoshiki Tanaka, Susumu Yoshie, Yoshiya Kano, Hinako Ichikawa, Li Cui, Naoko Ogiwara, Kohei Johkura, Katsunori Sasaki

“…., localization on the cell membrane, as immature hepatocytes in the developing liver, although there were other types of cells with a different pattern of immunoreactivity that were seen only as a granular pattern in the cytoplasm and without ALB or the neuronal marker nestin. These results suggest that Liv2 may be useful as a surface marker for immature hepatocytes derived from ES cells. …”
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State-of-Charge Estimation of Lithium-Ion Battery Pack Based on Improved RBF Neural Networks by Li Zhang, Min Zheng, Dajun Du, Yihuan Li, Minrui Fei, Yuanjun Guo, Kang Li

“…Secondly, a RBF neural model for battery pack SOC estimation is constructed using the FRA strategy to prune redundant hidden layer neurons. Then, the particle swarm optimization (PSO) algorithm is used to optimize the kernel parameters. …”
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Mapping dynamic regulation of gene expression using single-cell transcriptomics and application to complex disease genetics by Hanna Abe, Phillip Lin, Dan Zhou, Douglas M. Ruderfer, Eric R. Gamazon

“…Here, we develop genetic models of cell-type-specific and cell-state-adjusted gene expression in mid-brain neurons undergoing differentiation from induced pluripotent stem cells. …”
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Accurate prediction for electro-oxidation regeneration of chromium- containing waste acid based on artificial neural network by SHI Yaqi, MENG Guangyuan, CHEN Peng, ZHANG Xinwan, FU Tao, YANG Zhengwu, ZHANG Liansheng, ZHANG Lehua

“…Then, through hyperparameter optimization, the relatively optimal topology structure of the artificial neural network was obtained as follows: Neurons=35, Batch size=30, Layers=4. The coefficient of determination(R2) between predicted value and experimental value was greater than 0.97, and the root-mean-square error(RMSE) was less than 0.04. …”
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Intelligent classification of computer vulnerabilities and network security management system: Combining memristor neural network and improved TCNN model. by Zhenhui Liu

“…The MNN, by simulating the memory effect of biological neurons, effectively captures the complex nonlinear relationships within vulnerability data, thereby enhancing the data insight capabilities of the network security management system. …”
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ID3RSNet: cross-subject driver drowsiness detection from raw single-channel EEG with an interpretable residual shrinkage network by Xiao Feng, Xiao Feng, Zhongyuan Guo, Zhongyuan Guo, Sam Kwong

“…In addition, a fully connected layer with weight freezing is utilized to effectively suppress the negative influence of neurons on the model classification. With the global average pooling (GAP) layer incorporated in the residual shrinkage network structure, we introduce an EEG-based Class Activation Map (ECAM) interpretable method to enable visualization analysis of sample-wise learned patterns to effectively explain the model decision. …”
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Optimizing Breast Cancer Mammogram Classification Through a Dual Approach: A Deep Learning Framework Combining ResNet50, SMOTE, and Fully Connected Layers for Balanced and Imbalanc... by Abdullah Fahad A. Alshamrani, Faisal Saleh Zuhair Alshomrani

“…The model architecture was iteratively refined to combat overfitting, with the final version incorporating three dense layers (128, 256, and 128 neurons) with dropout rates of 0.5. Our model achieved 99% accuracy on a balanced dataset and 90% on an imbalanced portion. …”
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Cyanin Chloride Inhibits Hyperbaric Pressure-Induced Decrease of Intracellular Glutamate-Aspartate Transporter in Rat Retinal Müller Cells by Xiaomin Chen, Yue Wang, Fangfang Han, Min Ke

“…Anthocyanin has been reported to protect retinal neurons. We hypothesize that cyanin chloride, a type of anthocyanin, can inhibit hyperbaric pressure-induced GLAST decreases in cultured rat retinal Müller cells and may serve as a potential neuroprotective agent in glaucoma treatment. …”
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Electroacupuncture Alleviates Neuropathic Pain through Regulating miR-206-3p Targeting BDNF after CCI by Wenzhan Tu, Jingjing Yue, Xuqing Li, Qiaoyun Wu, Guanhu Yang, Shengcun Li, Qiangsan Sun, Songhe Jiang

“…Nissl staining was measured to observe morphological changes in neurons. Transmission electron microscopy (TEM) was employed to evaluate microscopic changes in dorsal horn synapses. …”
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Glial fibrillary acidic protein and S100b protein immunoreactivity in the hippocampus of weaning rats from dams treated with acrylamide during pregnancy by Karol Rycerz, Aleksandra E. Krawczyk, Jadwiga Jaworska-Adamu, Ewa Tomaszewska, Siemowit Muszyński, Piotr Dobrowolski, Marcin Arciszewski

“…The findings suggest potential disruptions in the structural integrity and functional capacity of astrocytes, which are crucial in maintaining the neuronal environment and supporting hippocampal functions.…”
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A software system for modeling evolution in a population of organisms with vision, interacting with each other in 3D simulator by A. P. Devyaterikov, A. Yu. Palyanov

“…For a system of hundreds or thousands of neurons, one can still hope to determine the necessary parameters and get the functioning of the nervous system more or less similar to that of a living organism – as, for example, in a recent work on the modeling of the Xenopus tadpole. …”
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Beyond modular and non-modular states: theoretical considerations, exemplifications, and practical implications by Francesco Benso, Carlo Chiorri, Eleonora Ardu, Paola Venuti, Angela Pasqualotto, Angela Pasqualotto

“…We also evaluate recent discoveries, such as mirror neurons and the neural reuse hypothesis, and their implications for traditional modularity models. …”
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Levetiracetam Induced Behavioral Abnormalities in a Patient with Seizure Disorder: A Diagnostic Challenge by Oluwaseun Ogunsakin, Terence Tumenta, Scarlet Louis-Jean, Ayesha Mahbub, Peterson Rabel, Tolu Olupona, Shaheen Alam

“…Its proposed mechanism of action involves binding to synaptic vesicle protein 2A (SV2A) and this leads to neuronal inhibition. Though, the drug has a convenient dosing regimen and is relatively well tolerated, neuropsychiatric side effects can emerge beyond the initial titration period and may be the most common reason for drug discontinuation. …”
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Microwave Drying Modelling of Stevia rebaudiana Leaves Using Artificial Neural Network and Its Effect on Color and Biochemical Attributes by Baldev Singh Kalsi, Sandhya Singh, Mohammed Shafiq Alam, Surekha Bhatia

“…The result showed that the ANN model with 15 neurons in 1 hidden layer could predict the MR with a high R2 value (0.999). …”
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Relationship of Serum IL-12 to Inflammation, Hematoma Volume, and Prognosis in Patients With Intracerebral Hemorrhage by Yazhao Zhang, Yanan Tian, Jianhui Wei, Yi Xiang

“…Inflammatory cascades and hematomas after intracerebral hemorrhage (ICH) cause brain tissue and neuronal damage. Interleukin-12 (IL-12) promotes brain inflammation, and regulates coagulation mediated by red blood cells and platelets. …”
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Curcumin Relieves Chronic Unpredictable Mild Stress-Induced Depression-Like Behavior through the PGC-1α/FNDC5/BDNF Pathway by Yanqin Wu, Fusheng Sun, Yujin Guo, Yumao Zhang, Li Li, Ruili Dang, Pei Jiang

“…Furthermore, we found that CUR supplementation effectively promoted neurocyte proliferation and suppressed neuronal apoptosis induced by CUMS. Of note, the PGC-1α inhibitor SR18292 remarkably reversed the beneficial effects of CUR on depressed rats, indicating an important role of PGC-1α in the antidepressant-like effects of CUR. …”
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Proteomic analysis of whole blood to investigate the therapeutic effects of nervonic acid on cerebral ischemia-reperfusion injury in rats by Qingqing Li, Fengrong Zhang, Xianyu Li, Qing Wang

“…Morphological assessments of brain tissue indicated that NA significantly mitigated brain and neuronal damage in rats. The differential protein expression profile was analyzed using Liquid Chromatography—Tandem Mass Spectrometry (LC-MS/MS) whole blood proteomics.ResultsZZZGene Ontology (GO) analysis revealed that, compared to ginkgo biloba extract (EGb), the proteins differentially expressed under NA intervention were predominantly involved in oxidative stress response and calcium-dependent adhesion processes. …”
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Alterations of attention and impulsivity in the rat following a transgenerational decrease in dietary omega-3 fatty acids by Joachim Hauser, Ewelina Stollberg, Andreas Reissmann, Ivo Kaunzinger, Klaus W. Lange

“…Polyunsaturated fatty acids (PUFAs), particularly the omega-3 PUFAs, are thought to be involved in neuronal processes, to play a role in neurodevelopmental disorders and to be important for the integrity of central nervous system functioning. …”
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“…They were just treating her Symptom by Symptom”: maternal experiences of having a child with spinal muscular atrophy in Ghana by Esther Doe-Yo Tawiah, Jacob Owusu Sarfo

“…Abstract Background Children with Spinal Muscular Atrophy (SMA) face the challenges of a rare condition impacting their motor neurons, placing substantial caregiving burdens on their mothers. …”
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