From physical activity patterns to cognitive status: development and validation of novel digital biomarkers for cognitive assessment in older adults by Ling-Jie Fan, Feng-Yi Wang, Jun-Han Zhao, Jun-Jie Zhang, Yang-An Li, Jia Tang, Tao Lin, Quan Wei

“…Models based on the top 10 PA features common to both datasets, along with demographic features, achieved AUCs above 0.8. …”
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Cerebellar Volume Measures Differentiate Multiple Sclerosis Fallers from Non-Fallers by Taylor N. Takla, Jennie Feldpausch, Erin M. Edwards, Shuo Han, Peter A. Calabresi, Jerry Prince, Kathleen M. Zackowski, Nora E. Fritz

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Analysis of Microarray-Identified Genes and MicroRNAs Associated with Idiopathic Pulmonary Fibrosis by Lichao Fan, Xiaoting Yu, Ziling Huang, Shaoqiang Zheng, Yongxin Zhou, Hanjing Lv, Yu Zeng, Jin-Fu Xu, Xuyou Zhu, Xianghua Yi

“…The microRNA microarray dataset GSE32538 and the mRNA datasets GSE32537, GSE53845, and GSE10667 were downloaded from the Gene Expression Omnibus (GEO) database. …”
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Analysis of the 2016 – 2025 fiscal budget of U.S. Centers for Disease Control and Prevention by Nana LIU, Lieyu HUANG, Yuan DANG, Zekai YU, Qianqiu LIU, Yan GUO

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Evaluation of IL-29 in Euthyroid Patients with Graves’ Orbitopathy: A Preliminary Study by Bogusz Falkowski, Ewelina Szczepanek-Parulska, Nadia Sawicka-Gutaj, Aleksandra Krygier, Marek Ruchala

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Effects of Splenectomy on Spontaneously Chronic Pancreatitis in aly/aly Mice by Heng-Xiao Wang, Shuang-Qin Yi, Jun Li, Hayato Terayama, Munekazu Naito, Shuichi Hirai, Ning Qu, Nozomi Yi, Masahiro Itoh

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Performance of an Electronic Health Record–Based Automated Pulmonary Embolism Severity Index Score Calculator: Cohort Study in the Emergency Department by Elizabeth Joyce, James McMullen, Xiaowen Kong, Connor O'Hare, Valerie Gavrila, Anthony Cuttitta, Geoffrey D Barnes, Colin F Greineder

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Influence of two different printing methods on the accuracy of full-guided implant insertion – a laboratory study in undergraduate dental students by Matthias C. Schulz, Michael Krimmel, Christina Weismann, Pablo Kaucher-Fernandez, Bernd Lethaus, Nils Kristian Mann

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Bearing Defect Detection with Unsupervised Neural Networks by Jianqiao Xu, Zhaolu Zuo, Danchao Wu, Bing Li, Xiaoni Li, Deyi Kong

“…To overcome this shortage, the dataset of the third experiment is the same as the supervised experiment, where all the positive and negative samples are mixed together, which means that there is no need to label the samples. …”
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A Water Extraction Method for Multiple Terrains Area Based on Multisource Fused Images: A Case Study of the Yangtze River Basin by Huang Ruolong, Shen Qian, Fu Bolin, Yue Yao, Yuting Zhang, Qianyu Du

“…In conclusion, this method facilitates consistent water extraction on large datasets.…”
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Prior Appendectomy and the Onset and Course of Crohn’s Disease in Chinese Patients by Dafan Chen, Jing Ma, Qiwen Ben, Lungen Lu, Xinjian Wan

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Prediction models for cognitive impairment in middle-aged patients with cerebral small vessel disease by Wei Zheng, Xiaoyan Qin, Ronghua Mu, Peng Yang, Bingqin Huang, Bingqin Huang, Zhixuan Song, Xiqi Zhu, Xiqi Zhu

“…PurposeThis study aims to develop hippocampal texture model for predicting cognitive impairment in middle-aged patients with cerebral small vessel disease (CSVD).MethodsThe dataset included 145 CSVD patients (Age, 52.662 ± 5.151) and 99 control subjects (Age, 52.576±4.885). …”
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Metabolomic profiles of preterm small-for-gestational age infants by Koh Okuda, Nobuhiko Nagano, Kimitaka Nakazaki, Kengo Matsuda, Wataru Tokunaga, Kazumasa Fuwa, Ryoji Aoki, Aya Okahashi, Ichiro Morioka

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Forest restoration efficiency: A comparative analysis of collectively vs. individually managed forests in Nepal by Sony Baral, Saurav Lamichhane, Bir B. Khanal Chhetri, Bikash Adhikari, Kalyan Gauli, Rebecca M Ford

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Diagnostic potential of urinary CX3CL1 for amnestic mild cognitive impairment and Alzheimer’s disease by Yali Xu, Yali Xu, Jie Zhang, Jie Zhang, Ying-Ying Shen, Wei-Wei Li, Bin Li, Hai-Ping Cheng, Gui-Hua Zeng

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Human Immune System Increases Breast Cancer-Induced Osteoblastic Bone Growth in a Humanized Mouse Model without Affecting Normal Bone by Tiina E. Kähkönen, Mari I. Suominen, Jenni H. E. Mäki-Jouppila, Jussi M. Halleen, Azusa Tanaka, Michael Seiler, Jenni Bernoulli

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Constructing a fall risk prediction model for hospitalized patients using machine learning by Cheng-Wei Kang, Zhao-Kui Yan, Jia-Liang Tian, Xiao-Bing Pu, Li-Xue Wu

“…Research methods The study utilized data from the Fukushima Medical University Hospital Cohort Study, obtained from the DRYAD public database. 20% of the dataset was allocated as an independent test set, while the remaining 80% was utilized for training and validation. …”
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Peak Occurrence of Retinal Detachment following Cataract Surgery: A Systematic Review and Pooled Analysis with Internal Validation by Rabea Kassem, Yoel Greenwald, Asaf Achiron, Idan Hecht, Vitaly Man, Liron Ben haim, Amir Bukelman

“…Outcomes were verified against an independent dataset. Results. Twenty-one studies, reporting on rates of RD in 3,352,094 eyes of 2,458,561 patients, met our inclusion criteria and were included in the analysis. …”
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Advances in colorectal cancer diagnosis using optimal deep feature fusion approach on biomedical images by Sultan Refa Alotaibi, Manal Abdullah Alohali, Mashael Maashi, Hamed Alqahtani, Moneerah Alotaibi, Ahmed Mahmud

“…A series of simulations is accomplished to highlight the significant results of the CCD-ODFFBI method under the Warwick-QU dataset. The comparison of the CCD-ODFFBI method showed a superior accuracy value of 99.39% over existing techniques.…”
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A Novel Deep Hybrid Recommender System Based on Auto-encoder with Neural Collaborative Filtering by Yu Liu, Shuai Wang, M. Shahrukh Khan, Jieyu He

“…Experiments performed on the real-world dataset reveal that DHA-RS performs better than state-of-the-art methods.…”
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