Transformers for Neuroimage Segmentation: Scoping Review by Maya Iratni, Amira Abdullah, Mariam Aldhaheri, Omar Elharrouss, Alaa Abd-alrazaq, Zahiriddin Rustamov, Nazar Zaki, Rafat Damseh

“…Nevertheless, their applicability remains highly limited by high computational costs and potential overfitting on small datasets. The heavy reliance of the field on the brain tumor segmentation dataset hints at the use of a more diverse set of datasets to validate the performances of models on a variety of neurological diseases. …”
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Deteksi Kejadian Lalu Lintas pada Teks Twitter dengan Pendekatan Klasidikasi Multi-Label Berbasis Deep Learning by Luthfi Atikah, Diana Purwitasari, Nanik Suciati

“…Multi-label classification is carried out to identify many traffic situations, such as weather conditions, events, traffic jams, heavy traffic, and smooth traffic. Classification is performed using deep learning approach (CNN and LSTM) and word embedding (word2vec and fastText) with augmented and non-augmented . …”
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Machine Learning–Based Risk Factor Analysis and Prediction Model Construction for the Occurrence of Chronic Heart Failure: Health Ecologic Study by Qian Xu, Xue Cai, Ruicong Yu, Yueyue Zheng, Guanjie Chen, Hui Sun, Tianyun Gao, Cuirong Xu, Jing Sun

“… BackgroundChronic heart failure (CHF) is a serious threat to human health, with high morbidity and mortality rates, imposing a heavy burden on the health care system and society. …”
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Network Pharmacology and Experimental Validation of the Therapeutic Effect of Baji Capsule on LPS-Induced Osteoporosis by Li Q, Li D, Tian C, Liu X, Wang H, Liu H

“…Qian Li,1 Dinglin Li,1 Ciqiu Tian,2 Xiangjie Liu,1 Hui Wang,1 Hao Liu1 1Liyuan Hospital Affiliated to Tongji Medical College of Huazhong University of Science and Technology, Tongji Medical College of Science and Technology, Wuhan, People’s Republic of China; 2Hubei University of Chinese Medicine, Wuhan, People’s Republic of ChinaCorrespondence: Hao Liu, Liyuan Hospital affiliated to Tongji Medical College of Huazhong University of Science and Technology, Tongji Medical College of Science and Technology, Wuhan, People’s Republic of China, Email 729481937@qq.comPurpose: Osteoporosis is a common skeletal disease characterized by impaired bone microarchitecture, decreased bone mineral density and increased bone fragility, leading to a heavy physical and economic burden due to its greatly increased risk of fracture. …”
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Development and Application of Quadruple Luminex xTAG Method for Simultaneous Detection of Japanese Encephalitis Virus, West Nile Virus, Yellow Fever Virus and Zika Virus by Junying SUN, Qiwen WU, Jichu LI, Chunhong LI, Pengju GUO, Yi HUANG, Feifei YIN

“…Due to the wide types and similar infection symptoms of arbovirus, as well as its heavy clinical surveillance, the study aims to establish a fast and high-throughput detection technology for four serious Flavivirus arbovirus to provide technical support for clinical diagnosis and epidemiological monitoring of arbovirus.…”
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Barriers and Facilitators in Implementing a Telemonitoring Application for Patients With Chronic Kidney Disease and Health Professionals: Ancillary Implementation Study of the NeLL... by Marion Delvallée, Abdallah Guerraoui, Lucas Tchetgnia, Jean-Pierre Grangier, Nassira Amamra, Anne-Laure Camarroque, Julie Haesebaert, Agnès Caillette-Beaudoin

“…Among professionals, the main obstacles identified were the heavy workload generated by telemonitoring, lack of training, and insufficient support for nurses. …”
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The Association of Retinal Disease with Vision Impairment and Functional Status in Medicare Patients by Vincent Garmo, Xiaohui Zhao, Carmen D. Ng, Aimee Near, Tania Banerji, Keiko Wada, Gary Oderda, Diana Brixner, Joseph Biskupiak, Ferhina S. Ali, Archad M. Khanani, Alicia Menezes, Ibrahim M. Abbass

“…Difficulty walking and doing heavy housework were the most reported ADLs and iADLs, respectively. …”
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Different rs-fMRI Data Processing Methods in the Study of Vascular Cognitive Impairment by Ying GUAN, Luwen ZHU, Feng WANG, Danna CAO, Xiaoling LI, Qiang TANG

“…VCI has become the second largest type of dementia after Alzheimer's disease, which has placed a heavy burden on society and families. If it can be detected early and treated in time, it can effectively improve prognosis of patients with VCI.Resting state functional magnetic resonance imaging(rs-fMRI)is a spontaneous neuronal activity in different brain regions at rest in a resting state where the subject is quiet, lying, without movement, closed eyes or blinking, but does not enter sleep and has no systemic thinking activity. …”
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Prevalence and Associated Factors of Hypertension among Women in Southern Ghana: Evidence from 2014 GDHS by Cyprian Issahaku Dorgbetor, Kwamena Sekyi Dickson, Edward Kwabena Ameyaw, Kenneth Setorwu Adde

“…Some evidence have illustrated geographical variation in hypertension and it seems to have a heavy toll on women in southern Ghana compared to the north. …”
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Improvement of the management system of the pharmaceutical service of the health care institution by Ye.V. Zalyhina

“…The study was conducted on the basis of LLC "Endotechnomed", surgical clinic "Garvis" in the period 01.09.2019-29.02.2024 and was approved by the commission on biomedical ethics. …”
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Association Between GABRG2 and Self-Rating of the Effects of Alcohol in a French Young Adult Sample by Moe JS, Bramness JG, Bolstad I, Mørland JG, Gorwood P, Ramoz N

“…SRE-scores from initial drinking, regular drinking, and heavy drinking were investigated for correlations with alcohol consumption and for associations with single nucleotide polymorphisms (SNPs) in GABAAR subunit genes (GABRA2, GABRG2, GABRA6).Results: We replicated correlations between low alcohol sensitivity and high alcohol consumption. …”
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Effect of Low-Load Blood Flow Restriction Training After Anterior Cruciate Ligament Reconstruction: A Systematic Review by Baris B. Koc, Alexander Truyens, Marion J.L.F. Heymans, Edwin J.P. Jansen, Martijn G.M. Schotanus

“…# Background Quadriceps strength and mass deficits are common after anterior cruciate ligament (ACL) reconstruction. Postoperatively, heavy load resistance training can have detrimental effects on knee joint pain and ACL graft laxity. …”
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Bevezetés az analitikus feminizmushoz by Áron Dombrovszki

“…She focuses on the mainstream defense of abortion, relying on bodily autonomy, most famously presented in Judith Jarvis Thomson’s book. Réz agrees with the contemporary critics of the Thomsonian reasoning, as it leads to some unfortunate theoretical consequences. …”
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Comprehensive investigation of ergonomic challenges and predictors of work-related musculoskeletal disorders among intensive care unit nurses of Western India through convergent mi... by Sonali Detroja, Rajkumar Mahajan, Ankit Sheth

“…The qualitative findings highlighted key ergonomic challenges, including inadequate equipment, heavy patient loads, poor posture during tasks, and insufficient breaks, contributing to WRMSDs among ICU nurses. …”
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Comprehensive Evaluation and Error-Component Analysis of Four Satellite-Based Precipitation Estimates against Gauged Rainfall over Mainland China by Guanghua Wei, Haishen Lü, Wade T. Crow, Yonghua Zhu, Jianbin Su, Li Ren

“…Results show that the gauge calibration algorithm (GCA) used in IMERG has active effect in terms of r, POD, and CSI. (3) Within all subregions, all four satellite-based precipitation products demonstrate their worst performance over the arid XJ region which exhibits the highest FAR and lowest POD and CSI values among all regions. (4) In terms of intensity distribution, for summer over China, the four satellite-based precipitation products generally overestimate the frequency of moderate precipitation and light precipitation events (<25 mm/day) and underestimate heavy precipitation events (>42 mm/day). (5) The relative bias ratio (RBR) analysis shows that the contribution of missed precipitation tends to be lower over wetter regions. …”
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School-Based Epidemiology of Schistosoma haematobium Infection in Kharif District of Amran Governorate, North of Yemen: Need for Chemopreventive Strategy Revisiting by Alansi DHZ, Mahdy MAK, Abdul-Ghani R, Azazy AA

“…The number of eggs per 10 mL of urine (EP10mL) was used to estimate the intensity of infection, which was classified as light (≤ 50 EP10mL) or heavy (> 50 EP10mL). Multivariable binary logistic regression analysis was used to identify predictors of infection.Results: Light-intensity S. haematobium infection was prevalent among 34.8% of schoolchildren in Kharif district, with a 95% confidence interval (CI) ranging from 30.7 to 38.8. …”
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Iron deficiency in endure athletes by Michał Rogulski, Yauheniya Patarocha, Aleksandra Ślusarska, Jolanta Mędyk, Paulina Błasiak, Małgorzata Wirkijowska, Patryk Mikołajec, Ruslan Huk, Barbara Bilecka, Jakub Wirkijowski

“…Also, special attention should be paid to female athletes, who are in high-risk of iron deficiency due to heavy menstrual bleeding. Moreover, to avoid the inhibition of iron absorption from the gastrointestinal tract it is recommended to reduce the consumption of such products as tea, coffee, and milk, at least one hour before and after iron supplementation. …”
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Factors associated with occupational injuries among bricklayers and carpenters in Building Construction: insights from a mixed methods study in Osun State, Nigeria by Temitope Olumuyiwa Ojo, Adedeji Ayodeji Onayade, Nisha Naicker

“…Safety interventions should target persons < 60 years, those handling heavy weights at work (> 100 kg) and bricklayers earning < N100,000 (< US$134) monthly. …”
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Concentrations and health risks of metal elements in ambient air PM2.5 in two urban districts of Hefei city from 2015 to 2023: analysis of monitoring data by Yu ZHU, Linling YU, Derui YAN, Changchun XIAO

“…The annual average concentrations of antimony, arsenic, cadmium, lead, selenium, and thallium in the two districts gradually decreased over the years, while aluminum first decreased and then increased. Seasonally, the heavy metal concentrations were highest in winter, followed by the concentrations in spring, autumn, and summer. …”
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Investigating the Effect of Bamboo Fibers on The Engineering Properties of Laterite Soils in Road Construction. by Kiiza, Obed

“…Maximum dry density (MDD) increases with fibre contents at 0 - 0.75% from 1.923 – 2.207g/cm3 and 1.980 – 2.092g/cm3 for heavy and light compaction respectively and decreases with further fibre increment while the optimum moisture content (OMC) decreased continually for all compaction efforts with higher fibre contents from 15.7 - 10.2% and 12.6 – 9.8% for (0 – 1.0% fibre) respectively. …”
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