Performance and clinical implications of machine learning models for detecting cervical ossification of the posterior longitudinal ligament: a systematic review by Wongthawat Liawrungrueang, Sung Tan Cho, Watcharaporn Cholamjiak, Peem Sarasombath, Nattaphon Twinprai, Prin Twinprai, Inbo Han

“…The overall risk of bias was moderate, and concerns were primarily related to participant selection and missing data. In conclusion, ML and DL models show great potential for accurate detection of OPLL, particularly when integrated with imaging techniques. …”
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Co-designing inclusive community involvement in research: reflections on the I Am More Than… project with people experiencing homelessness by Jim Robertson, Tanya Bailey, Mike Graham, Cathy Beresford, Kate Jupp, Mel Hughes, Siobhan Lennon-Patience, Annabel Wathen, Helena Posnett

“…As a result, their perspectives are frequently missing from studies that shape policies and services. …”
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SSegRef2Surf—Near Real-Time Photogrammetric Flood Monitoring and Refinement of Classified Water Surfaces by Michael Kögel, Lilly Feile, Fabian Möldner, Dirk Carstensen

“…This study introduces SSegRef2Surf, a novel tool that integrates classified flood raster data with terrain information. …”
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Striking the perfect chord: investigating the work and family antecedents of work-family balance satisfaction among academic faculty by Farhan Sarwar, Siti Aisyah Panatik, Ruzanna Shahrin, Nor Akmar Nordin, Mohammad Saipol Mohd Shukor

“…A total of 532 responses were collected, and after screening for inconsistencies and missing data, 444 valid surveys were retained for analysis. …”
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GazeMap: Dual-Pathway CNN Approach for Diagnosing Alzheimer’s Disease from Gaze and Head Movements by Hyuntaek Jung, Shinwoo Ham, Hyunyoung Kil, Jung Eun Shin, Eun Yi Kim

“…This study proposes a novel AD detection framework integrating gaze and head movement analysis via a dual-pathway convolutional neural network (CNN). …”
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Excited State Structure and Decay Rates for Aggregates by Zhigang Shuai, Qi Sun, Jiajun Ren, Tong Jiang, Weitang Li

“…These are in general missing for molecular quantum chemistry studies. We will first present a novel definition of exciton coherence length which can present a bijective relation with the radiative decay rate and obviously we have clarified the confusion appeared in literature. …”
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Nuclear g-factors and structure of the high-spin isomers in 190,192,194Pt by A. I. Levon, I. B. Kovgar, Yu. V. Nosenko, V. A. Onischuk, A. A. Schevchuk

“…Integral perturbed angular distribution method in an external magnetic field has been used to measure the g-factors of isomers in the 190,192,194Pt, populated in the (α, 2n)-reaction. …”
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Spatial but not temporal orienting of attention enhances the temporal acuity of human peripheral vision by Francois R. Foerster, A. Giersch, A. Cleeremans

“…We further found that pre-target oscillatory dynamics in posterior theta and alpha bands are suppressed by both spatial and temporal orienting of attention, with cumulative effects, thus providing evidence for integrated mechanisms of spatial and temporal attention. …”
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Evaluating the feasibility of 12-lead electrocardiogram reconstruction from limited leads using deep learning by Oriana Presacan, Alexandru Dorobanţiu, Jonas L. Isaksen, Tobias Willi, Claus Graff, Michael A. Riegler, Arun R. Sridhar, Jørgen K. Kanters, Vajira Thambawita

“…Abstract Background Wearables with integrated electrocardiogram (ECG) acquisition have made single-lead ECGs widely accessible to patients and consumers. …”
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Psychological risk factors for problematic social network use: An overview of systematic reviews and meta-analyses by Giulia Fioravanti, Sara Bocci Benucci, Simon Ghinassi

“…Overall, the findings underscore integrating shared and specific risk factors to improve tailored prevention and intervention strategies.…”
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Enhanced Flood Monitoring in the Pearl River Basin via GAIN-Reconstructed GRACE Terrestrial Water Storage Anomalies by Jing Wang, Haiyang Li, Shuguang Wu, Guigen Nie, Yawei Wang

“…Using the reconstructed data, we develop the Flood Potential Index (FPI) by integrating GRACE-based TWSA with precipitation data and analyze key characteristics of FPI variability against actual flood events. …”
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Wavelet Guided Visual State Space Model and Patch Resampling Enhanced U-Shaped Structure for Skin Lesion Segmentation by Shuwan Feng, Xiaowei Chen, Shengzhi Li

“…This study aims to enhance segmentation accuracy and robustness by integrating the Wavelet Guided Visual State Space (WGVSS) Block and Resampling Semantic Information Fusion (RSIF) into the segmentation process. …”
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Study on the fusion of improved YOLOv8 and depth camera for bunch tomato stem picking point recognition and localization by Guozhu Song, Jian Wang, Rongting Ma, Yan Shi, Yaqi Wang

“…To address these challenges, this paper proposes an enhanced YOLOv8 model integrated with a depth camera for string tomato fruit stalk picking point identification and localization research. …”
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Safety and Immunogenicity of Recombinant Adeno-Associated Virus-Vectored African Swine Fever Virus Antigens by Antonina Galeeva, Marina Efimova, Gennadiy Frolov, Nail Khammadov, Almaz Hisamutdinov, Lenar Garipov, Danil Mingaleev, Rustam Ravilov

“…Despite the significant global economic damage caused by African swine fever (ASF) and ongoing developments in the field of specific prevention tools development, safe and effective vaccines are still missing. A critical factor hindering the development of ASF vaccines is the lack of sufficient data on the pathogenesis of the virus, as well as a deep understanding of the virus’ evasion strategies from the innate immune system. …”
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Predicting hospital outpatient volume using XGBoost: a machine learning approach by Lingling Zhou, Qin Zhu, Qian Chen, Ping Wang, Hao Huang

“…Data preprocessing involved addressing missing values and encoding categorical variables. …”
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Analysis of qRT-PCR Data to Identify the Most Stable Reference Gene Using gQuant by Abhay Pathak, Sukhad Kural, Shweta Singh, Lalit Kumar, Manjari Gupta, Garima Jain

“…The preprocessing addresses missing values in the given dataset by the imputation strategies. …”
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Hierarchical in-out fusion for incomplete multimodal brain tumor segmentation by Fang Liu, YanDuo Zhang, Tao Lu, Jiaming Wang, LiWei Wang

“…Experimental results on the BraTS2018 and the BraTS2020 datasets validate the superiority of this method, demonstrating improved network robustness and maintaining effectiveness even when certain modalities are missing. Our code is available https://github.com/liufangcoca-515/InOutFusion-main .…”
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Data-Driven Mobility System for Vehicular Communication: A Step Towards Transport Resilience in Intelligent Transport Systems by Maryam Gillani, Hafiz Adnan Niaz, Beatriz Martinez-Pastor

“…Live data streams are integrated into the information system to induce independent learning within vehicles for smooth ITS operation. …”
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Advancing the Sensitivity Frontier in digital contact tracing: Comparative analysis of proposed methods toward maximized utility by Junko Ami, Yanbo Pang, Hiroshi Masui, Takashi Okumura, Yoshihide Sekimoto

“…While CIRCLE has specificity challenges, it provides exceptionally high sensitivity. Integrating these methods could redefine the design of digital contact tracing, leading to better utility for future infection control.…”
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A novel framework for identifying fishing grounds from AIS data containing vessels of unknown types by Changhai Huang, Jialong Kong, Jian Zheng, Yuli Chen, Jingen Zhou

“…Subsequently, an algorithm that integrates the Data Field and OPTICS (DF-OPTICS) algorithm is proposed, and a model for identifying fishing grounds is constructed based on the DF-OPTICS algorithm. …”
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