Efficiency and safety of automated label cleaning on multimodal retinal images by Tian Lin, Meng Wang, Aidi Lin, Xiaoting Mai, Huiyu Liang, Yih-Chung Tham, Haoyu Chen

“…After six cycles of automatic cleaning, significant improvements are achieved in label accuracies (3.4–62.9%) and dataset quality scores (DQS, 5.1–74.4%). …”
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IM- LTS: An Integrated Model for Lung Tumor Segmentation using Neural Networks and IoMT by Jayapradha J, Su-Cheng Haw, Naveen Palanichamy, Kok-Why Ng, Senthil Kumar Thillaigovindhan

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Lightweight Daylily Grading and Detection Model Based on Improved YOLOv10 by JIN Xuemeng, LIANG Xiyin, DENG Pengfei

“…The model's parameters, computational volume, and size were 2.45 M, 6.2 GFLOPs, and 5.0 M, respectively, with a frame rate of 156 FPS. …”
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Factors Influencing the Development of Metachronous Fractures in Patients with Osteoporotic Vertebral Fractures Treated with Conservative Management or Vertebroplasty by Fernando Ruiz Santiago, Lucía Bueno Caravaca, Francisco Garrido Sanz, Paula María Jiménez Gutiérrez, David Luengo Gómez, Mario Rivera Izquierdo, José Manuel Benítez, Antonio Jesús Láinez Ramos-Bossini

“…The treatment group (aOR for PV, 0.087; 95%CI, 0.015–0.379), presence of intravertebral cleft (aOR, 5.62; 95%CI, 1.84–19.2) and difference in posterior height loss between X-rays and CT (aOR, 0.926; 95%CI, 0.856–0.992) were identified as significant predictors for MFs, while Genant’s numerical classification showed a trend toward significance (aOR, 1.97; 95%CI, 0.983–4.19; <i>p</i> = 0.064). …”
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Risk factors for inflammatory bowel disease: an umbrella review by Tingping Wu, Honghui Cheng, Jiamei Zhuang, Xianhua Liu, Zichen Ouyang, Rui Qian

“…Two authors independently assessed the methodological quality of each metaanalysis using the AMSTAR tool and adhered to evidence classification criteria.ResultsIn total, we extracted 191 unique risk factors in meta-analyses, including 92 significantly associated risk factors. …”
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Coffee Rust Severity Analysis in Agroforestry Systems Using Deep Learning in Peruvian Tropical Ecosystems by Candy Ocaña-Zuñiga, Lenin Quiñones-Huatangari, Elgar Barboza, Naili Cieza Peña, Sherson Herrera Zamora, Jose Manuel Palomino Ojeda

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Chloroplast Genome Sequencing and Comparative Analysis of Six Medicinal Plants of Polygonatum by Jinchen Yao, Zhaohuan Zheng, Tao Xu, Duomei Wang, Jingzhe Pu, Yazhong Zhang, Liangping Zha

“…The genomes contained 64–76 simple sequence repeats (SSRs) and 36–62 long repetitive sequences. Codon bias patterns tended to use codons ending in A/T. …”
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Mathematical modeling of water sorption isotherms in specialty coffee beans processed by wet and semidry postharvest methods by Gentil A. Collazos-Escobar, Valeria Hurtado-Cortés, Andrés Felipe Bahamón-Monje, Nelson Gutiérrez-Guzmán

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A real time monitoring system for accurate plant leaves disease detection using deep learning by Kazi Naimur Rahman, Sajal Chandra Banik, Raihan Islam, Arafath Al Fahim

“…Initially, a custom Convolutional Neural Network (CNN) model was developed, achieving a leaf classification accuracy of 95.62 ​%. Subsequently, the dataset was partitioned for individual plant disease detection, applying nine different CNN models (custom CNN, VGG16, VGG19, InceptionV3, MobileNet, DenseNet121, Xception, and two hybrid models) to each plant type. …”
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Fault Diagnosis of Magnetically Controlled On-Column Circuit Breaker Based on Small Sample Condition by He Tian, Chao Liang, Wenpeng Ma, Tianchang Zhang

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Changes in Ocular Surface Characteristics after Switching from Benzalkonium Chloride-Preserved Latanoprost to Preservative-Free Tafluprost or Benzalkonium Chloride-Preserved Taflup... by Naoto Tokuda, Yasushi Kitaoka, Akiko Matsuzawa, Ayaka Tsukamoto, Kana Sase, Shinsuke Sakae, Hitoshi Takagi

“…Forty patients (40 eyes) with glaucoma (mean age: 62.0 ± 10.9 years) using Latanoprost with preservative for six months or longer were assigned either to a Tafluprost-containing-preservative group (20 eyes) or preservative-free-Tafluprost group (20 eyes). …”
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The effect of feeding methods and non-nutritive sucking habits on early childhood caries and development of occlusion (A cross-sectional study) by Huda R. Awsi, Bayan A. Hassan

“…Results: The results showed that prevalence of caries in breast fed children was (70.6%), in bottle was (62.4%) and both fed children was (65%) with no significant association between type of feeding and caries prevalence (P=0.298). …”
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Phytocenotic arrangement of the common hop in the south of western Siberia by M. M. Silantyeva, O. N. Mironenko, N. V. Ovcharova, I. G. Chukhina, Yu. R. Poltaratskaya, A. V. Nebylitsa, O. V. Bychkova, E. P. Myakisheva

“…In the plant communities that incorporated common hop plants, 62 species of trees and shrubs were observed to serve as supports, the active core of the cenoflora consisted of 50 plant species, and 782 higher plant species were recorded in total.…”
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Using machine learning-based models for personality recognition by Fatemeh Mohades Deilami, Hossein Sadr, Mozhdeh Nazari

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Knowledge and attitude towards ankle sprain management among primary care physicians in the department of family medicine, King Fahad Armed Forces Hospital, Jeddah, Saudi Arabia by Abdullah A. Alzahrani, Norah A. AlQarni, Fahad S. Alghamdi, Tariq A. Alghamdi

“…Conclusion: The study found that primary care physicians have average knowledge about ankle sprains, diagnosis, classification, and treatment, with lower knowledge of follow-up plans. …”
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Previous Intestinal Resection Is Associated with Postoperative Complications in Crohn’s Disease: A Cohort Study by Yantao Duan, Yifan Liu, Yousheng Li

“…Of the 129 patients with CD studied, 62 patients (48.06%) underwent previous resection. …”
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Essential Factors in Predicting the Need for Angio-Embolization in the Acute Treatment of Pelvic Fracture with Hemorrhage by Seok-Won Yang, Hee-Gon Park, Sung-Hyun Kim, Sung-Hyun Yoon, Seung-Gwan Park

“…Purpose The purpose of this study was to determine the essential factors for prompt arrangement of angio-embolization in patients with pelvic ring fractures. Methods A total of 62 patients with pelvic ring fractures who underwent angio-embolization in Dankook University Hospital from March 2013 to June 2018 were retrospectively reviewed. …”
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YOLOv7-DWS: tea bud recognition and detection network in multi-density environment via improved YOLOv7 by Xiaoming Wang, Xiaoming Wang, Zhenlong Wu, Guannan Xiao, Guannan Xiao, Chongyang Han, Cheng Fang

“…The problem of simultaneous detection and classification of one-bud-one-leaf and one-bud-two-leaves of tea was solved. …”
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The Bidimensional Model of Mental Health: an empirical approach in a general population sample by Manuel González, Mario González, Lastenia Hernández, Laureano Lorenzo

“…The proposed model proposes classification into four groups according to the above result, namely, complete mental health (high BS, low PS, 62.2%), vulnerable (low BS, low PS, 11.4%), symptomatic but content (high BS, high PS, 11.4%) and troubled (low BS, high PS, 15%). …”
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Helicobacter Pylori infection in systemic sclerosis and its association with upper gastrointestinal dysfunction by Chilukuri Balaji, Mahendran Bhuvanesh, Chinnadurai Saranya, Ramamoorthy Ramesh, Mayilsamy Saravanan, Sankaralingam Rajeswari

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