Dynamic Fault Tree Generation and Quantitative Analysis of System Reliability for Embedded Systems Based on SysML Models by Changyong Chu, Weikang Yang, Yajun Chen

“…As embedded systems become increasingly complex, traditional reliability analysis methods based on text alone are no longer adequate for meeting the requirements of rapid and accurate quantitative analysis of system reliability. This article proposes a method for automatically generating and quantitatively analyzing dynamic fault trees based on an improved system model with consideration for temporal characteristics and redundancy. …”
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Dry Age-Related Macular Degeneration – A New Approach In Optical Coherence Tomography Monitoring And Quantitative Assessment by Elitsa Hristova, Zornitsa Zlatarova

“…With this software tool the status of RPE can be objectively and automatically examined in detail and can be followed up over time. …”
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Comprehensive Quantitative Analysis of Coal-Based Liquids by Mask R-CNN-Assisted Two-Dimensional Gas Chromatography by Huan-Huan Fan, Xiang-Ling Wang, Jie Feng, Wen-Ying Li

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Development of automatic organ segmentation based on positron-emission tomography analysis system using Swin UNETR in breast cancer patients in Korea by Dong Hyeok Choi, Joonil Hwang, Hai-Jeon Yoon, So Hyun Ahn

“…Purpose The standardized uptake value (SUV) is a key quantitative index in nuclear medicine imaging; however, variations in region‐of‐interest (ROI) determination exist across institutions. …”
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Automatic GPR detection of grouting defects behind the tunnel shield segments based on wavelet coherence analysis combined with modified Res-RCNN by Dengyi Wang, Ming Peng, Liu Liu, Xiongyao Xie, Zhenming Shi, Yaoying Liang, Jian Shen, Qiyu Wu

“…Then, a modified Res-RCNN is applied to automatically extract the defect features from the wavelet coherence images. …”
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Deep Learning Technique for Automatic Segmentation of Proximal Hip Musculoskeletal Tissues From CT Scan Images: A MrOS Study by Mahdi Imani, Jared Buratto, Thang Dao, Erik Meijering, Sara Vogrin, Timothy C. Y. Kwok, Eric S. Orwoll, Peggy M. Cawthon, Gustavo Duque

“…Using these data, we trained a U‐Net–like deep learning model for automatic segmentation. The association between model‐generated quantitative results and outcome variables such as grip strength, chair sit‐to‐stand time, walking speed, femoral neck and spine bone mineral density (BMD), and total lean mass was calculated. …”
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A root auto tracing and analysis (ARATA): An automatic analysis software for detecting fine roots in images from flatbed optical scanners by Arata Yabuki, Hidetoshi Ikeno, Masako Dannoura

“…Accordingly, software have been developed to support operators to quantitatively analyse fine roots from scanned images. …”
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An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontology-Enhanced Large Language Models: Development Study by Lang Cao, Jimeng Sun, Adam Cross

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Quantitative determination of sulforaphane from broccoli extract tablets and its role in the protection of acute liver injury induced by ethanol by LI Baolong, TIAN Sicong, TAN Jie, LI Bing, CHEN Jingyu, SHAN Yujuan

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Quantitative analysis and clinical determinants of orthodontically induced root resorption using automated tooth segmentation from CBCT imaging by Jiaqi Lin, Qianhan Zheng, Yongjia Wu, Mengqi Zhou, Jiahao Chen, Xiaozhe Wang, Ting Kang, Weifang Zhang, Xuepeng Chen

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Quantitative insights into stroke recovery utilizing delayed vessel ratio from color-coded multiphase computed tomography angiography by Yu Lin, Yu Lin, Yu Lin, Xiaoxiao Zhang, Zhen Xing, Xiefeng Yang, Qingwen Tong, Shaomao Lv, Jinan Wang, Jinan Wang, Dairong Cao, Dairong Cao, Dairong Cao, Dairong Cao

“…Collateral ratio and delayed vessel ratio (DVR) were determined through semi-automatic delineation and calculation on the anterior cerebral artery regions and Alberta Stroke Program Early CT (ASPECT) Score regions of cmCTA maps. …”
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Automatic measurement of choroidal thickness with swept-source optical coherence tomography in chronic Vogt-Koyanagi-Harada disease: 3 years’ follow-up by Liria Yamamoto-Rodríguez, Alexander Anduaga-Beramendi, Roger Mediavilla-Vallespín, Olaia Subirà, Pere Garcia-Bru, Xavier Solanich-Moreno, Luis Arias, Josep M. Caminal, Olga García-García

“…Abstract Purpose The course of Vogt-Koyanagi-Harada (VKH) disease is typically assessed qualitatively using indocyanine green angiography (ICGA) and enhanced-depth imaging optical coherence tomography (EDI-OCT). However, a quantitative approach could improve accuracy and objectivity. …”
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Assessing the Effects of Wheat Planting on Groundwater Under Climate Change: A Quantitative Adaptive Sliding Window Detection Strategy by Lingling Fan, Shi Chen, Lang Xia, Yan Zha, Peng Yang

“…This study provides quantitative evidence for the effects of wheat planting on GWS regarding agricultural production and climate change adaptations.…”
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Determination of cyanide contents in sorghum, Daqu, and fermented grains using EDTA-2Na-phosphoric acid distillation-automatic flow injection analyzer by XIONG Xiaotong, ZHU Jiaosheng, DU Jiawei, XIE Qianqian, HU Yang, SHEN Rui, CHEN Yanhe

“…A rapid determination method for cyanide contents in sorghum, Daqu, and fermented grains was established combined with automatic flow injection analysis technology. The results showed that cyanide contents had a good linear relationship in the range of 5-200 μg/L (R²=0.999 6), the limit of detection (LOD) was 8.10 μg/kg, and the limit of quantitation (LOQ) was 25.00 μg/kg. …”
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Adapting foundation models for rapid clinical response: intracerebral hemorrhage segmentation in emergency settings by Alessia Gerbasi, Federico Mazzacane, Federica Ferrari, Beatrice Del Bello, Anna Cavallini, Riccardo Bellazzi, Silvana Quaglini

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Assessing microvascular dysfunction and predicting long-term prognosis in patients with cardiac amyloidosis by cardiovascular magnetic resonance quantitative stress perfusion by Leting Tang, Wenjin Zhao, Kang Li, Lin Tian, Xiaoyue Zhou, Hu Guo, Mu Zeng

“…ECV and myocardial perfusion reserve (MPR) were measured semi-automatically using a dedicated CMR software. Clinical, laboratory, and CMR parameters were analyzed for their prognostic value in the assessment of AL-CA patients. …”
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New remote authorization protocol for vehicle diagnosis by Zheng-da JIAO, Jian-feng MA, Cong SUN, Qing-song YAO

“…The authorization of diagnosis principals is a critical problem in the remote fault diagnosis of vehicles.Considering the defects of the previous authorization protocol for the remote diagnosis，i.e.PVAUDS，a novel authorization protocol is proposed，named PVAUDS+.In addition to the enforcement on the security properties of PVAUDS，the bidirectional authentication and the freshness of authorization tickets for the diagnosis principals are provided.The resistance of Denial-of-Service (DoS) attack for the trusted third party is also provided.The proposed security targets are achieved through the cost increasing of requests for the resistance of DoS attack，the automatic proof of security properties with the ProVerif tool.The results of quantitative analysis show proposed protocol is practical for use.…”
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Examining the evolution and impact of OTC vending machines in Global Healthcare Systems by Ammar Abdulrahman Jairoun, Sabaa Saleh Al-Hemyari, Moyad Shahwan, Sahab Alkhoujah, Faris El-Dahiyat, Ammar Ali Saleh Jaber, Sa'ed H. Zyoud

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Quantitative imaging datasets of surface micro- to mesoplankton communities and microplastic across the Pacific and North Atlantic oceans from the Tara Pacific expedition by Z. Mériguet, G. Bourdin, N. Kristan, L. Jalabert, O. Bun, M. Picheral, L. Caray-Counil, J. Maury, M.-L. Pedrotti, A. Elineau, D. A. Paz-Garcia, L. Karp-Boss, G. Gorsky, F. Lombard

“…<p>This paper presents the quantitative imaging datasets collected during the Tara Pacific expedition (2016–2018) carried out on the schooner <i>Tara</i>. …”
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Normal values of high-resolution transmural perfusion distribution metrics for automated quantitative pixel-wise myocardial perfusion cardiovascular magnetic resonance by Christel H. Kamani, Louise Brown, Thomas Anderton, Raluca Tomoaia, Chin Soo, Gaurav S. Gulsin, David A. Broadbent, Jian L. Yeo, Alice L. Wood, Christopher E.D. Saunderson, Ioannis Botis, Arka Das, Nicholas Jex, Amrit Chowdhary, Sharmaine Thirunavukarasu, Noor Sharrack, Peter P. Swoboda, Hui Xue, John P. Greenwood, David Adlam, Eylem Levelt, Gerry P. McCann, Peter Kellman, Sven Plein

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