Comparison of Different Machine Learning Methodologies for Predicting the Non‐Specific Treatment Response in Placebo Controlled Major Depressive Disorder Clinical Trials by Roberto Gomeni, Françoise Bressolle‐Gomeni

“…Treatment effect in randomized, placebo‐controlled trials, is usually estimated by the mean baseline adjusted difference of treatment response in active and placebo arms and is function of treatment‐specific and non‐specific effects. …”
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Thyroid dysfunction prevalence in high-risk pregnant women and maternal and neonatal consequences after delivery: A retrospective cohort study by Roghaye Ahangari, Abolfazl Mohammadbeigi, Sepideh Miraj, Keivan Ghassami, Azadeh Asgarian

“…Conclusions: Hypothyroidism is a highly prevalent thyroid disorder in high-risk pregnant women. Thyroid function screening should be performed in all pregnant women to increase the detection of subclinical and overt hypothyroidism during pregnancy.…”
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Identification of fresh leaves of Anji White Tea: S-YOLOv10-ASI algorithm fusing asymptotic feature pyra-mid network. by Chunhua Yang, Wenxia Yuan, Qiang Zhao, Zejun Wang, Bowu Song, Xianqiu Dong, Yuandong Xiao, Shihao Zhang, Baijuan Wang

“…Intersection over Union (IoU) is used to optimize the loss function calculation. The slice-assisted super-reasoning algorithm is integrated to improve the recognition ability of YOLOv10 network for long-distance and small-target tea. …”
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MiR-506 suppresses proliferation, migration, and invasion of melanoma cells by modulating EMT and DNA damage homologous recombination repair pathway by LI Ting, XIANG Lijie, FU Laihua, HAO Mengze, LIU Xinyue, YANG Jilong

“…[Objective] To investigate the biological function of miR-506 in malignant melanoma and its regulatory mechanism on mesenchymal epithelial transition (MET) and DNA damage homologous recombination repair pathway. …”
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Remote Physical Activity Monitoring in Neurological Disease: A Systematic Review. by Valerie A J Block, Erica Pitsch, Peggy Tahir, Bruce A C Cree, Diane D Allen, Jeffrey M Gelfand

“…In stroke, remote measures of upper limb function and ambulation are associated with functional recovery following rehabilitation and goal-directed interventions. …”
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Prediction and Mapping of Soil Total Nitrogen Using GF-5 Image Based on Machine Learning Optimization Modeling by LIU Liqi, WEI Guangyuan, ZHOU Ping

“…[Objective]Nitrogen in soil is an absolutely crucial element for plant growth. …”
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Estimation of genetic parameters and genome-wide association study for carcass traits in native chickens by Xianghua Zhu, Houxue Cui, Nanxi Dong, Lu Liu

“…Finally, we compared the expression abundance of candidate genes to validate the function on carcass traits. Results Except the percentage of SW (SP, 0.08), other traits were detected with moderate to high heritability (0.20−0.50). …”
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Examining acquired brain injury-associated symptoms and fluid-based biomarkers in females surviving intimate partner violence: An observational pilot study protocol by Michelle Patch, Allison Jacobi-Dorbeck, Tamar Rodney, Gabor Kelen, Jacquelyn C Campbell, Leah H Rubin, Chelsea Wagner, Nancy Perrin, Jessica Gill

“…Screening procedures will identify eligible participants, followed by consent procedures, biosample collection, brain injury and IPV history survey administration, symptom and cognitive function instrument administration, and acute medical record data collection. …”
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Dynamic changes and prognostic value of glutathione S-transferase alpha in mild cognitive impairment and Alzheimer’s disease by Yangyang Tang, Ni Li, Linyan Dai, Xingsheng Wang, Xia Lai

“…Furthermore, a positive correlation was observed between changes in GST αprotein levels and the decline in both baseline and cognitive function. This suggests that GSTα protein could potentially act as a biomarker for both MCI and AD, offering fresh insights for early detection and intervention strategies.…”
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Quantifying Streambed Grain Size, Uncertainty, and Hydrobiogeochemical Parameters Using Machine Learning Model YOLO by Yunxiang Chen, Jie Bao, Rongyao Chen, Bing Li, Yuan Yang, Lupita Renteria, Dillman Delgado, Brieanne Forbes, Amy E. Goldman, Manasi Simhan, Morgan E. Barnes, Maggi Laan, Sophia McKever, Z. Jason Hou, Xingyuan Chen, Timothy Scheibe, James Stegen

“…Specifically, we first trained You Only Look Once, an object detection AI, using 11,977 grain labels from 36 photos collected from nine different stream environments. …”
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Vitamin D Serum Levels and the Development of Intensive Care Unit-Acquired Weakness: Insights from a COVID-19 Intensive Care Cohort by Jelena Gulišija, Vesna Čapkun, Stefan Golic, Sanda Stojanović Stipić

“…The exclusion criteria were a history of neurological or musculoskeletal disorders and a pre-existing poor functional status. Vitamin D was detected in the first routine blood sample. …”
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Transcriptome analysis reveals the mechanism of Rhodiola polysaccharide affecting the proliferation of porcine Leydig cells under hypoxia by Jinting Luo, Lei Wang, Youli Yao, Xuan Luo, Jianbo Zhang, Dandan Luo, Tian Tian, Guofang Wu

“…Abstract Hypoxia can affect the function of the male reproductive system and reduce fertility. …”
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Paying attention to distortion: improving the accuracy of multistep-ahead carbon price forecasting with shape and temporal criteria by Tong Niu, Yuan Chen, Tao Li, Shaolong Sun, Weigang Zhao, Mingjian Cui, Jiakang Wang, Shiyu Han, Jiujiang Li, Yunkai Zhai

“…Specifically, this training objective includes two components: one aimed at accurate shape detection, which effectively captures the overall pattern of price movements, and the other focused on temporal variation identification, which excels in capturing changes over time. …”
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A 3D Image Reconstruction Model for Long Tunnel Geological Estimation by Yongtao Liu, Jie Qiao, Tianyuan Han, Longhui Li, Ting Xu

“…The contours of target objects are extracted from the background information using the edge detection technique. …”
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Retracted: Wuju Opera Cultural Creative Products and Research on Visual Image Under VR Technology by Yahong Wang, Xiaobing Hu

“…The VR-Platform platform is used to establish a virtual three-dimensional landscape planning scene, and the roaming function can be realized by making cameras and adding collision detection. …”
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THE METHOD OF CALCULATION OF COEFFICIENTS OF THE PHASE ABERRATIONS OF AXIALLY ASYMMETRIC DUAL REFLECTOR ANTENNAS by B. N. Laskin, E. A. Bolelov

“…Aerodrome-enroute surveillance radar systems (ARSR) of civil aviation are designed for detection of aerial objects and determination of their range and movement parameters. …”
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Ecological security driving mechanisms and optimization of zoning in Chinese urban agglomerations: A case study of the central plains urban agglomeration by Jinyuan Zhang, Xuning Qiao, Yongju Yang, Liang Liu, Yalong Li, Shengnan Zhao

“…Additionally, it combines the ’Three-dimensional Rubik’s Cube model with primary functional zoning to enhance the optimization of ecological security delineation. …”
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IMAGE PROCESSING MODELS AND METHODS RESEARCH AND WAYS OF IMPROVING MARKER RECOGNITION TECHNOLOGIES IN ADDED REALITY SYSTEMS by Nataliia Bolohova, Igor Ruban

“…Another advantage of the algorithm of point matching is that if the object goes beyond the frame and then returns again, the program will again continue to track this object. …”
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COMPLEX CLINICAL AND INSTRUMENTAL EVALUATION OF LUNG INJURY IN PATIENTS WITH RHEUMATOID ARTHRITIS by I. I. Nesterovich, K. V. Nochevnaya, Yu. D. Rabik, A. A. Speranskaya, V. P. Zolоtnitskaya, N. A. Amosova, Yu. E. Kim, V. I. Amosov, T. D. Vlasov, V. I. Trofimova

“…It is important  to note that its clinical symptoms occur in only 20–30% of patients; however, subclinical forms identified by active screening are observed in 70–80% of patients.Objective: to compare the significance of pulmonary complaints,  the results of physical examination, and the data of instrumental  studies for the detection  of lung injury in patients with RA.Subjects and methods. …”
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Multiparameter Constraints on Empirical Infrasound Period-Yield Relations for Bolides and Implications for Planetary Defense by Elizabeth A. Silber, Josep M. Trigo-Rodríguez, Iyare Oseghae, Eloy Peña-Asensio, Mark Boslough, Rodney Whitaker, Christoph Pilger, Philip Lubin, Vedant Sawal, Claus Hetzer, Randy Longenbaugh, Peter Jenniskens, Brin Bailey, Esther Mas Sanz, Patrick Hupe, Alexander N. Cohen, Thom R. Edwards, Sasha Egan, Reynold E. Silber, Summer C. Czarnowski, Miro Ronac Giannone

“…By leveraging bolide light-curve data from the Center for Near Earth Object Studies, we re-examined the period–energy relation as a function of these parameters. …”
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