Radiomics approach for identifying radiation-induced normal tissue toxicity in the lung by Olivia G. G. Drayson, Pierre Montay-Gruel, Charles L. Limoli

“…In total, 851 radiomic features were extracted from the whole lungs and < 20 features were selected to train and validate a series of random forest classification models trained to predict radiation status, EV status and treatment group. …”
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Research and Implementation of Power Grid Simulation Data Management Platform by Yana FAN, Guangquan BU, Xianghong TAO, Hongfu WANG, Zhiqiang ZHANG

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MicroRNA-21-5p profile in the alveolar bone following tooth extraction in medication-related osteonecrosis of the jaw rat model by Manta Morakotsriwan, Theerapat Chanamuangkon, Anjalee Vacharaksa, Pirawish Limlawan, Pirawish Limlawan

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EXPLORING THE CYTOTOXIC AND APOPTOTIC ACTIVITIES OF PRUNUS SPINOSA ECOTYPE EXTRACT TRIGNO ON 3D AND 2D MODELS OF HUMAN CANCER CELLS

“…(blackthorn), rich in phenolic acids, flavonoids, and anthocyanins, has shown anticancer potential.1 Prunus spinosa Trigno ecotype drupe extract (PsT, a plant indigenous to Molise) complexed with a nutraceutical activator complex (NAC), consisting of amino acids, vitamins and mineral salt mixtures, was patented by us in the formulation Trigno M (PsT + NAC)®.2 We have shown that it is cytotoxic to several tumour cell lines but not to normal cells. …”
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The Effect of Banana (Musa nana Lour.) Peel Extract and Omega-3 on Biochemical and Histopathological Characteritics in Rat Model of Polycystic Ovary Syndrome by Jamal Yazdani, Mohammad-Jafar Dehzad, Mohammad Mehdi Ommati, Reza Heidari, Mohammad Reza Arabnezhad, Najmeh Hejazi, Afsaneh Ahmadi

“…This study assessed the effect of banana (Musa nana Lour.) peel extract and omega-3 on biochemical and histopathological features in rat model of PCOS.Methods: After PCOS induction, 56 adult female rats were randomly divided into seven groups. …”
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Segmentation of Any Fire Event (SAFE): A Rapid and High-Precision Approach for Burned Area Extraction Using Sentinel-2 Imagery by Shuaijun Liu, Yong Xue, Hui Chen, Yang Chen, Tianyu Zhan

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Construction of health status recognition and prediction model for power communication equipment based on TFIDF-COS by Jianliang Zhang, Yang Li, Junwei Ma, Xiaowei Hao, Chengpeng Yang, Meiru Huo, Sheng Bi, Zhifang Wen

“…The model developed by the study improves the accuracy of fault extraction and recognition and can better ensure the normal operation of power communication equipment.…”
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Evaluating the Effectiveness of the Original Designs of Immediate-Prostheses after Multiple Tooth Extraction: Clinical Cases by A. V. Gus’kov, S. A. Mashutin, A. A. Oleinikov, M. K. Zainutdinov, E. A. Klimenko, L. S. Toropova

“…The observations at the stages of prosthodontic treatment revealed that immediate prostheses made with the help of 3D modeling and printing technologies resulted in a normal course of healing after tooth extraction with the normalization of microcirculatory parameters at the surgical wound sites. …”
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Enhancement in Bearing Fault Classification Parameters Using Gaussian Mixture Models and Mel Frequency Cepstral Coefficients Features by Youcef ATMANI, Said RECHAK, Ammar MESLOUB, Larbi HEMMOUCHE

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Machine Learning-Based Normal White Blood Cell Multi-Classification Optimization by Taeyeon Gil, Sukjun Lee, Onseok Lee

“…Therefore, in this study, we proposed an ML-based optimization system for five normal WBC classifications. Open datasets, Raabin-WBC, and private data were used. …”
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Dual-Scale Complementary Spatial-Spectral Joint Model for Hyperspectral Image Classification by Huayue Chen, Yue Sun, Xiang Li, Bochuan Zheng, Tao Chen

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ESSegNeXt: A Novel Building Extraction Framework Based on Generalized SamGeo and SegNeXt Models Using High-Resolution Remote Sensing Images by Qi Lu, Wensong Liu, Lianpeng Zhang, Erzhu Li, Junlong Qiu, Lei Wang

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Migration Using a Transversely Isotropic Medium with Symmetry Normal to the Reflector Dip by Tariq Alkhalifah, Paul Sava

“…A transversely isotropic (TI) model in which the tilt is constrained to be normal to the dip (DTI model) allows for simplifications in the imaging and velocity model building efforts as compared to a general TI (TTI) model. …”
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Unveiling the potential anticancer activity of Spirulina maxima extract-nanoemulsion through in vitro and in vivo studies by Mohammed Yasser Hussein, Merna Nasr, Veronia Emad, Julie Maged, Portia George, Amina Emad, Abeer Mahmoud Badr, Mehrez E. El-Naggar, Sayeda M. Abdo, Jihan Hussein

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Anti-Obesity Effects of Arum maculatum, Nasturtium officinale Plant Extracts and Exercise in High Fat Diet-Induced Obese Rats by Zana Hassan Ibrahim

“…Methods: Thirty healthy male albino rats were randomly separated into 5 groups (n=6): Normal control (NC), high-fat diet control (HFD-C), Arum maculatum extract (AME), Nasturtium officinale extract (NOE) and exercise. …”
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Antidiabetic effects of Aloe ferox and Aloe greatheadii var. davyana leaf gel extracts in a low-dose streptozotocin diabetes rat model by Du Toit Loots, Marlien Pieters, Shahidul Islam, Lisa Botes

“…Consequently, in this study we investigated the possible antidiabetic effects of ethanol extracts of A. ferox and A. greatheadii var. davyana leaf gel in a streptozotocin (STZ)-induced type 2 diabetes rat model. …”
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Differences in phenotypes of normal and malignant cells concerning chromosomal fragility and ganglioside expression by Iskra Sainova, Vera Kolyovska, Desislava Drenska, Dimitar Maslarov, Dimitrina Dimitrova-Dikanarova, Tzvetanka Markova

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SEM-Net: A Social–Emotional Music Classification Model for Emotion Regulation and Music Literacy in Individuals with Special Needs by Yu-Chi Chou, Shan-Ken Chien, Pen-Chiang Chao, Yuan-Jin Lin, Chih-Yun Chen, Kuang-Kai Yeh, Yen-Chia Peng, Chen-Hao Tsao, Shih-Lun Chen, Kuo-Chen Li

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<i>Eisenia bicyclis</i> Extract Ameliorates Colitis in In Vitro and In Vivo Models Through Modulation of mTOR Axis and Gut Microbiota Composition by Qunzhe Wang, Yuri Im, Jumin Park, Hye Lim Lee, Dae Gon Ryu, Hyemee Kim

“…LC-MS/MS analysis revealed eckol, 7-phloroeckol, dieckol, phlorofucofuroeckol A, and fucofuroeckol as key phenolic compounds present in the extract. The administration of <i>E. bicyclis</i> significantly improved symptoms in a dextran sulfate sodium (DSS)-induced colitis mouse model by reducing intestinal shortening, splenomegaly, and histological scores. …”
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Deep-CABPred: Deep learning model for predicting functional chlorophyll a-b binding proteins in trait-based plant ecology using hybrid embedding with semi-normalized temporal convo... by Farman Ali, Raed Alsini, Tamim Alkhalifah, Fahad Alturise, Wajdi Alghamdi, Majdi Khalid

“…This fused feature set is subsequently integrated into a Semi-Normalized Temporal Convolutional Network (SN-TCN) for model training. …”
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