Health status, respiratory symptom and dyspnea trajectories in subjects with chronic obstructive pulmonary disease: a seven-year observation in clinical practice by Koichi Nishimura, Masaaki Kusunose, Ayumi Shibayama, Kazuhito Nakayasu

“…The patients were categorized into quartiles based on the rate of decline in forced expiratory volume in one second (FEV1) and changes in PROs. …”
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Emerging trends in Alzheimer's disease diagnosis and prediction using artificial intelligence: A bibliometric analysis of the top cited 100 articles by Guangheng Zhang, Weijie Zhao, Shimeng Lv, Ziyue Wang, Yunhao Yi, Haoteng Ma, Yitong Lu, Wei Yan, Jing Teng

“…The journal with both the highest number of published articles and the greatest citation frequency was NEUROIMAGE, while PROTEIN ENGINEERING DESIGN & SELECTION boasted the highest average citation rate. The country with the largest volume of published articles was the United States, followed by China and the United Kingdom. …”
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P53 marker expression in epithelial ovarian tumours in a centre in Nigeria – a descriptive study by Andrew Olushola Anjorin, Olaejirinde Olaniyi Olaofe, Atinuke Olu Anjorin, Ganiat Olutoyin Omoniyi-Esan, Akinwumi Oluwole Komolafe

“…This may contribute to the poor patient survival rate.…”
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Daily insider threat detection with hybrid TCN transformer architecture by Xiaoyun Ye, Huangrongbin Cui, Faqin Luo, Jinlong Wang, Xiaoyun Xiong, Wencui Zhang, Jiawei Yu, Wenhao Zhao

“…The model detects anomalies at each time step and achieves a recall rate of $$95\%$$ with a sequence length of 30 days. …”
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Protecting children’s vision is a systematic project—a cross-sectional survey on myopia among preschool children in Shantou, China by Yan-Shu Li, Jia-Qi Xie, Xiao-Mei Hong, Yu-Xin Zhu, Xi-Yu Lin, Bing-Yun Li

“…Results Of the 388 valid questionnaires collected, a myopia detection rate of 25.7% was observed, with a significant age-related increase (OR = 4.591, P = 0.018). …”
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PERAN SOSIAL EKONOMI KELUARGA DALAM MENANGGULANGI KESEHATAN ANAK DI INDONESIA by Syifa Pramudita Faddila, Laras Ratu Khalida, Uus Mohammad Darul Fadli, Aji Tuhagana

“…Globally, as many as 42 million children were overweight in 2015 and the obesity rate in Indonesia was around 10.8% in 2013. The purpose of this study was to determine the socioeconomic role of families in tackling children's health in Indonesia. …”
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EXTRAOSSEOUS ABNORMALITIES AND ARTIFACTS IN SKELETAL SCINTIGRAPHY by S. P. Mironov, A. A. Ansheles, D. N. Shulgin, V. B. Sergienko

“…Objective: to specify frequency, patterns and diagnostic significance of extraosseous soft tissue findings in 99mTc-pyrophosphate skeletal scintigraphy. …”
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ORGAN DONATION AND TRANSPLANTATION IN RUSSIAN FEDERATION IN 2017 10TH REPORT OF THE NATIONAL REGISTRY by S. V. Gautier, S. M. Khomyakov

“…In 2017, the level of kidney transplantation was 8.0 per million of the population, the liver transplantation index was 3.0 per million of the population; the rate of heart transplantation is 1.7 per million of the population. …”
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Altered brain dynamics in chronic neck and shoulder pain revealed by hidden Markov model by Zhiqiang Qiu, Tianci Liu, Chengxi Zeng, Maojiang Yang, Libing He, Hongjian Li, Jia Ming, Xiaoxue Xu

“…In this study, we applied HMM to rs-fMRI data from CNSP patients and healthy controls to explore brain activity dynamics and state transition patterns. We identified five distinct brain states, revealing significant differences in functional occupancy, lifetime, switching rate, and state transition probabilities between CNSP patients and controls. …”
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Biomimetic Computing for Efficient Spoken Language Identification by Gaurav Kumar, Saurabh Bhardwaj

“…The proposed technique integrates speech preprocessing, which encompasses pre-emphasis, windowing, and frame blocking, followed by feature extraction utilizing pitch, energy, Discrete Wavelet Transform (DWT), and Zero crossing rate (ZCR). Further, the selection of features is performed by DBO algorithm, which removes redundant features and helps to improve efficiency and accuracy. …”
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A Study on the Spatial Perception and Inclusive Characteristics of Outdoor Activity Spaces in Residential Areas for Diverse Populations from the Perspective of All-Age Friendly Des... by Biao Yin, Lijun Wang, Yuan Xu, Kiang Chye Heng

“…With the transformation of urban development patterns and profound changes in population structure in China, outdoor activity spaces in residential areas are facing common issues such as obsolete infrastructure, insufficient barrier-free facilities, and intergenerational conflicts, which severely impact residents’ quality of life and hinder high-quality urban development. …”
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Elevated Soluble Galectin-3 as a Marker of Chemotherapy Efficacy in Breast Cancer Patients: A Prospective Study by Arooj Shafiq, January Moore, Aliya Suleman, Sabeen Faiz, Omar Farooq, Adnan Arshad, Mohammad Tehseen, Ammarah Zafar, Syed Haider Ali, Nasir Ud Din, Asif Loya, Neelam Siddiqui, Fatima K. Rehman

“…Galectin-3 (Gal-3) is a glycan-binding lectin with a debated role in cancer progression due to its various functions and patterns of expression. The current study investigates the relationship between breast cancer prognosis and secreted Gal-3. …”
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Synergistic Effects of Supplemental Lighting and Foliar Phosphorus Application on Flowering in Passion Fruit (<i>Passiflora edulis</i>) by Dongyu Sun, Caizhu Hu, Yinyan Yang, Huanhuan Wang, Tongbo Yan, Chubin Wu, Zhiqun Hu, Xingyu Lu, Biyan Zhou

“…Passion fruit (<i>Passiflora edulis</i>), a commercially vital tropical crop, faces flowering instability due to photoperiod-sensitive flowering patterns, particularly under the cloudy, rainy climates of subtropical regions. …”
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Sentinel-1-Based Analysis of the 2024 Tuanzhouyuan Dike Breach Disaster in Dongting Lake and Regional Risk Assessment by Shengping Yang, Hua Gao, Yue Li, Yaqi Guo, Linmiao Fan, Mingsheng Liao

“…Deformation monitoring identified certain dike sections with annual deformation exceeding 60 mm, with the breach section showing abnormal pre-event deformation characteristics, including reverse displacement patterns, indicating substantial safety risks. Hydrological analysis shows the water level during the 2024 flood season rose at an average daily rate of 0.50 m, 1.8 times higher than normal years, leading to seepage failure of the dike foundation. …”
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Effect of Environment and Genetic Recombination on Subspecies and Economic Trait Differentiation in the F2 and F3 Generations from indica-japonica Hybridization by He-tong WANG, Feng JIN, Yi-jun JIANG, Qing-shan LIN, Hai XU, Ling CHENG, Ying-jun XIA, Chun-xiang LIU, Wen-fu CHEN, Zheng-jin XU

“…In this study, subspecies and economic trait differentiation patterns were analyzed using morphological and molecular (InDel and Intron Length Polymorphism) data in F2 and F3 populations derived from indica-japonica hybridization. …”
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Global psychiatrists' opinions about hikikomori from biopsychosocial perspectives: International case vignette survey by Marcus P. J. Tan, Kohei Hayakawa, Yukako Nakagami, Victor Pereira‐Sanchez, Seon Cheol Park, Yong Chon Park, Seok Woo Moon, Tae Young Choi, Yu‐Tao Xiang, Kang Sim, Toru Horinouchi, Ajit Avasthi, Sandeep Grover, Roy Abraham Kallivayalil, Yugesh Rai, Mohammadreza Shalbafan, Pavita Chongsuksiri, Pichet Udomratn, Samudra T. Kathriarachchi, Afzal Javed, Mian‐Yoon Chong, Tan Chay‐Hoon, Toshiya Inada, Toshiya Murai, Tomohiro Nakao, Shigenobu Kanba, Shih‐Ku Lin, Norman Sartorius, Naotaka Shinfuku, Takahiro A. Kato

“…Most respondents felt the case could be treated by an outpatient visit, while others preferred hospitalization. Psychotherapy was rated highly as an intervention; Iran, South Korea, and “others” also rated pharmacotherapy highly. …”
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Gesture recognition for hearing impaired people using an ensemble of deep learning models with improving beluga whale optimization-based hyperparameter tuning by Mohammed Assiri, Mahmoud M. Selim

“…For the feature extraction process, the squeeze-and-excitation capsule network (SE-CapsNet) effectively captures spatial hierarchies and complex relationships within gesture patterns. In addition, an ensemble of classification processes, such as bidirectional gated recurrent unit (BiGRU), Variational Autoencoder (VAE), and bidirectional long short-term memory (BiLSTM) technique, is employed. …”
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An Overview of Deep Learning Applications in Groundwater Level Modeling: Bridging the Gap between Academic Research and Industry Applications by Ahmed Shakir Ali Ali, Farhad Jazaei, Peyman Babakhani, Muhammad Masood Ashiq, Alireza Bakhshaee, Brian Waldron

“…Later, this article delves specifically into the latest advancements in DL for modeling GWL, including recurrent neural network (RNN), long short-term memory (LSTM), and gated recurrent unit (GRU), and discusses their technical promising performance and advantages. …”
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Mediodorsal thalamic nucleus mediates resistance to ethanol through Cav3.1 T-type Ca2+ regulation of neural activity by Charles-francois V Latchoumane, Joon-Hyuk Lee, Seong-Wook Kim, Jinhyun Kim, Hee-Sup Shin

“…Thalamocortical activity is known to orchestrate sensory gating and consciousness switching. The precise thalamic regions involved, or the firing patterns related to the unconsciousness, remain unclear. …”
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DiffuseGaitNet: Improving Parkinson&#x2019;s Disease Gait Severity Assessment With a Diffusion Model Framework by Arshak Rezvani, Nasrin Ravansalar, Mohammad Ali Akhaee, Andrew J. Greenshaw, Russell Greiner, Maryam S. Mirian, Muhammad Yousefnezhad, Martin J. McKeown

“…These synthetic samples contain novel movement patterns not present in the observed data; systems trained on this information have better prediction performance. …”
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