Improving Explainability and Integrability of Medical AI to Promote Health Care Professional Acceptance and Use: Mixed Systematic Review by Yushu Liu, Chenxi Liu, Jianing Zheng, Chang Xu, Dan Wang

“…Study quality was assessed using the Joanna Briggs Institute critical appraisal checklist and Mixed Methods Appraisal Tool, with only medium- or high-quality studies included. …”
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Evaluation of the effectiveness of intra-articular administration of highly purified hyaluronic acid in knee osteoarthritis in real clinical practice by V. A. Nesterenko, E. I. Byalik, M. A. Makarov, S. A. Makarov, V. E. Byalik, A. A. Roskidailo, V. N. Amirdzhanova, M. R. Nurmukhametov, A. M. Lila

“…Knee osteoarthritis (kOA) is a common cause of turning for medical advice, associated with chronic pain and disability. One of the methods of OA treatment is the local administration of hyaluronic acid (HA) drugs.Objective: to evaluate the effectiveness of intra-articular (IA) administration of highly purified HA (Armaviskon Plus) in kOA.Patients and methods. …”
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EVALUATION OF A DECRESE IN WORK PRODUCTIVITY IN PATIENTS WITH RHEUMATOID ARTHRITIS by Olga Yuryevna Vakulenko, D V Goryachev, O A Krichevskaya, Sh F Erdes

“…To study the association between the clinical manifestations and work ability in patients with rheumatoid arthritis (RA) and to elaborate mathematical methods for predicting work productivity indicators according to the evaluation of the functional status of patients and disease activity.Material and Methods. …”
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The application of endoscopic debridement combined with metagenomic next-generation sequencing technology in primary spinal infections: a retrospective study by Xiaofei Feng, Jie Cheng, Luyong Jiang, Jiayi Lin, Zhewei Ye, Qingjiang Pang, Jiangtao Liu

“…Describe the pathogenic microbial spectrum of spinal infection, and compare the differences in sensitivity (true positive rate) and specificity (true negative rate) between the two detection methods. White blood cell (WBC) erythrocyte deposition rate (ESR), C-reactive protein (CRP), visual analog scale (VAS), Japanese Orthopaedic Association (JOA) score, Oswestry Disability Index (ODI), and other clinical results were analyzed. …”
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Development and validation of an explainable machine learning model for predicting osteoporosis in patients with type 2 diabetes mellitus by Qipeng Wei, Zihao Liu, Xiaofeng Chen, Hao Li, Weijun Guo, Qingyan Huang, Jinxiang Zhan, Shiji Chen, Dongling Cai, Dongling Cai

“…The SHapley Additive exPlanations (SHAP) method was used to interpret the model and visualize feature importance.ResultsTen predictive features were selected based on the intersection of the three feature selection methods. …”
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Spacer-type tibial osteotomy versus open wedge high tibial osteotomy and unicompartmental knee arthroplasty for Kellgren-Lawrence grade 3–4 medial unicompartmental knee osteoarthri... by Yi Zhang, Xiangzhi Yin, Jinli Chen, Yingze Zhang, Tengbo Yu

“…Methods This retrospective study analyzed a total of 224 patients with K-L grade 3–4 knee OA treated from March 2018 to November 2020. …”
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Randomized study of the efficacy of enzyme therapy in women after surgical treatment for pelvic organ prolapse: A prospective randomized study by Aidar M. Ziganshin, Elina A. Shayhieva, Chulpan Kh. Valiakhmetova

“…Background. The primary method of treatment for severe pelvic organ prolapse (POP) is surgery. …”
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Resting fMRI-guided TMS evokes subgenual anterior cingulate response in depression by Romain J. Duprat, Kristin A. Linn, Theodore D. Satterthwaite, Yvette I. Sheline, Ximo Liang, Gabriela Bagdon, Matthew W. Flounders, Heather Robinson, Michael Platt, Joseph Kable, Hannah Long, Morgan Scully, Joseph A. Deluisi, Michael Thase, Mario Cristancho, Julie Grier, Camille Blaine, Almaris Figueroa-González, Desmond J. Oathes

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Modified costotransverse approach combined with autologous iliac bone graft fusion and internal fixation in thoracic tuberculosis by Mengcheng Wei, Shishuang Zhang, Qingbo Li, Lei Cai, Junlong Zhou, Weijun Liu

“…Currently, it is believed that the posterior approach alone is superior to both the anterior and the combined anterior-posterior surgical methods in correcting spinal kyphosis and maintaining spinal stability. …”
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A model of feature extraction for well logging data based on graph regularized non-negative matrix factorization with optimal estimation by Kehong Yuan, Youlin Shang, Haixiang Guo, Yongsheng Dong, Zhonghua Liu

“…These two approaches are meaningful and beneficial to construct an appropriate basis matrix that discovers the intrinsic structure of well logging data. The visualized experimental results on real datasets from Jianghan oilfield in China show that the proposed method has significant clustering performance for reservoir oil-bearing recognition.…”
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Dynamic Positioning and Optimization of Magnetic Target Based on Binocular Vision by Jing Li, Yang Wang, Ligang Qu, Guangming Lv, Zhenyu Cao

“…Aiming at the problems of visual occlusion, reduced positioning accuracy and pose loss in the dynamic scanning process of aviation large components, this paper proposes a binocular vision dynamic positioning method based on magnetic target. …”
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Structural Vibration Detection Using the Optimized Optical Flow Technique and UAV After Removing UAV’s Motions by Xin Bai, Rongliang Xie, Ning Liu, Zi Zhang

“…Comparative analyses show that the proposed UAV-based method has significantly improved accuracy compared to the traditional optical flow method, providing a highly robust visual monitoring solution for structural durability assessment in complex environments.…”
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Hybrid approach for alignment of a pre-processed three-dimensional point cloud, video, and CAD model using partial point cloud in retrofitting applications by Ashok Kumar Patil, G Ajay Kumar, Tae-Hyoung Kim, Young Ho Chai

“…The workflow includes an efficient 4-in-1 alignment, beginning with the coordination of pre-processed three-dimensional point cloud data using a partial point cloud from LiDAR and alignment of the pre-processed point cloud within the video scene using a frame-by-frame registering method. Finally, the proposed approach can be utilized in pre-retrofitting applications by pre-generated three-dimensional computer-aided design models virtually retrofitted with the help of a synchronized point cloud, and a video scene is efficiently visualized using a wearable virtual reality device. …”
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Images of Architectural Landmarks Integrated into Spatial Vision Based on Urban Image Theory: A Case Study on the Wuhan Design Biennale Exhibition Space by Tianjia Wang, Yile Chen, Zhengcong Wei, Junming Chen, Jiaying Fang, Ziyang Dong, Liang Zheng

“…The spatial design of an exhibition aims to visualize the ideology of this complex system in space, a process known as visual spatialization. …”
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Computer simulation of overvoltages in 6–10 kV distribution networks for single-phase ground faults by K. S. Kurochka, V. I. Tokochakov, E. A. Karabchikova, K. A. Panaryn

“…Nowadays, when designing and operating electric power systems, special attention is paid to predicting emergency situations and minimizing losses in case they occur. The most common method of overvoltage investigations is the use of simulation models in specialized application packages, which imposes additional qualification requirements on the electrical engineer.The authors propose modeling technologies and a software tool for modeling and research of overvoltages that occur in 6–10 kV distribution networks at single-phase ground faults, including the method of visual design of the distribution network through the use of information technology and automated generation of mathematical model for its further study to analyze overvoltages.…”
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Lie Symmetry Analysis and Explicit Solutions for the Time-Fractional Regularized Long-Wave Equation by Nisrine Maarouf, Hicham Maadan, Khalid Hilal

“…Furthermore, the explicit analytic solutions of the time-fractional (RLW) equation are obtained using the power series expansion method. Finally, some graphical features were presented to give a visual interpretation of the solutions.…”
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Complex Indoor Human Detection with You Only Look Once: An Improved Network Designed for Human Detection in Complex Indoor Scenes by Yufeng Xu, Yan Fu

“…To address these issues, this article proposes a novel method based on YOLOv8 called CIHD-YOLO, which is specifically designed for indoor human detection. …”
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DroneSilient (drone + resilient): an anti-drone system by Meghna Manoj Nair, Harini Sriraman, Gadiparthy Harika Sai, V. Pattabiraman

“…The CNN (Convolutional Neural Network) method, created using the Google Cloud Platform and AutoML widget, is used in our model for object identification and categorization. …”
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Comparison of asymmetric offset versus pupil centered ablation in refractive surgery by Hassan Hashemi, Mojgan Pakbin, Alireza Hashemi, Mohammadreza Aghamirsalim, Mehdi Khabazkhoob

“…One eye of each individual was randomly assigned to AO centration and the fellow eye underwent the PC-centered method. The clinical outcomes including uncorrected visual acuity (UCVA), best-corrected visual acuity (BCVA), safety and efficacy indexes, subjective spherical equivalent (SE) and corneal high-order aberrations (HOAs) were measured at baseline and 6mo postoperatively. …”
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An Interpretable Siamese Attention Res-CNN for Fingerprint Spoofing Detection by Chengsheng Yuan, Zhenyu Xu, Xinting Li, Zhili Zhou, Junhao Huang, Ping Guo

“…Moreover, our method exhibits remarkable capabilities in PAD tasks, including cross-material experiments and cross-sensor experiments. …”
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