The application of medical ethics in the developing countries – A neurosurgical perspective by Iftakher Hossain, Peter Hutchinson, Khandkar Kawsar, Angelos Kolias, Adriana Libório dos Santos, Ignatius N. Esene, Nqobile Thango, Ronnie Baticulon, Beata Laki, Ahmed Ammar

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Experimental investigation of shaft misalignment effects on bearing reliability through vibration signal analysis using machine learning and deep learning by Fransiskus Tatas Dwi Atmaji, Jamasri, Hari Agung Yuniarto, I Made Miasa

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Contrail altitude estimation using GOES-16 ABI data and deep learning by V. R. Meijer, V. R. Meijer, S. D. Eastham, S. D. Eastham, S. D. Eastham, I. A. Waitz, S. R. H. Barrett, S. R. H. Barrett

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Inducing LTD-Like Effect in the Human Motor Cortex with Low Frequency and Very Short Duration Paired Associative Stimulation: An Exploratory Study by Prachaya Srivanitchapoom, Jung E. Park, Nivethida Thirugnanasambandam, Pattamon Panyakaew, Vesper Fe Marie Ramos, Sanjay Pandey, Tianxia Wu, Mark Hallett

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NeuroDiag: Software for Automated Diagnosis of Parkinson’s Disease Using Handwriting by Quoc Cuong Ngo, Nicole McConnell, Mohammod Abdul Motin, Barbara Polus, Arup Bhattacharya, Sanjay Raghav, Dinesh Kant Kumar

“…Kinematic information and pen pressure of handwriting are extracted and used as baseline parameters. NeuroDiag was trained based on 26 PD patients in the early stage of the disease and 26 matching controls. …”
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Mining for Protoclusters at z ∼ 4 from Photometric Data Sets with Deep Learning by Yoshihiro Takeda, Nobunari Kashikawa, Kei Ito, Jun Toshikawa, Rieko Momose, Kent Fujiwara, Yongming Liang, Rikako Ishimoto, Takehiro Yoshioka, Junya Arita, Mariko Kubo, Hisakazu Uchiyama

“…To detect protoclusters at z ∼ 4 using only optical broadband photometry, we train and evaluate PCFNet with mock g -dropout galaxies based on the N -body simulation with the semianalytic model. …”
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Tablet- and Group-Based Multicomponent Cognitive Stimulation for Older Adults With Mild Cognitive Impairment: Single-Group Pilot Study and Protocol for Randomized Controlled Trial by Khanitin Jornkokgoud, Pattrawadee Makmee, Peera Wongupparaj, Alessandro Grecucci

“…The following study aims to report the protocol for a trial evaluating whether the MCST program is affecting individuals with MCI. …”
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Breast Pain in a Lactating Person: An Objective Structured Clinical Examination for Clerkship Students by Nicola Young, Kelly Branford, Deborah L. Engle, Sarah K. Dotters-Katz, Andrea Dotson

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Vision Transformer-Based Unhealthy Tree Crown Detection in Mixed Northeastern US Forests and Evaluation of Annotation Uncertainty by Durga Joshi, Chandi Witharana

“…Our results demonstrated that the Vision Transformer-based model, SegFormer, outperforms traditional CNN-based models, particularly when trained on RGB images yielding an F1-score of 0.85. …”
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SToP (See, Treat, and Prevent) activities for impetigo control in remote Western Australia: a cluster randomised, stepped-wedge Trial by Prof Asha Bowen

“…School and clinic staff were trained in recognising and, where relevant, treating skin infections. …”
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Predicting Calcein Release from Ultrasound-Targeted Liposomes: A Comparative Analysis of Random Forest and Support Vector Machine by Ibrahim Shomope MS, Kelly M. Percival BS, Nabil M. Abdel Jabbar PhD, Ghaleb A. Husseini PhD

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REFERENCE POINTS OF THE PATHOGENESIS OF THE PHENOMENON OF MODEL FORMATION RISKY REPRODUCTIVE BEHAVIOR TEENAGE GIRLS by Ирина Вячеславовна Бабенко-Сорокопуд

“…For the preliminary analysis of the data, the author's program «MedStat» (Lyakh Yu.E., Guryanov V.G., 2004-2012) was used, for the final analysis and construction of graphic elements of the work, the universal package for statistical analysis «Statistica 6.0» was used. …”
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Do more with less: Exploring semi-supervised learning for geological image classification by Hisham I. Mamode, Gary J. Hampson, Cédric M. John

“…Significantly, we demonstrate that SimCLRv2 trained on a dataset of core disturbance images can out-perform supervised transfer learning of a CNN once a critical number of task-specific unlabeled images are available for self-supervision. …”
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Increasing reliability of traction electric motors of diesel locomotives taking into account thermophysical parameters of insulation and armature winding conductors by V. I. Kiselev, T. O. Vakhromeeva, A. I. Fedyanin

“…Mathematical apparatus embedded in the MSC calculation program, Patran – Nastran, made it possible to evaluate the deformation of the conductor relative to the insulation as a result of a linear increment due to thermal expansion.Results. …”
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Outcomes of posterior lamellar tarsal rotation vs bilamellar tarsal rotation for trachomatous trichiasis. by John H Kempen, Yineng Chen, Aida Abashawl, Ahlam Awad Mohammed, Sarity Dodson, Wondu Alemayehu, Alemu Gemechu, Aemero Abateneh Mengesha, Dereje Adugna Kumsa, Tony Succar, Kathleen McWilliams, Fangming Jin, Vatinee Y Bunya, Maureen G Maguire, Matthew J Burton, Gui-Shuang Ying, FLuorometholone as Adjunctive MEdical Therapy for Trachomatous Trichiasis Surgery (FLAME) Trial Research Group

“…<h4>Methods</h4>In an ongoing TT control program in Jimma Zone, Ethiopia, TT surgeons used their preferred procedure (PLTR or BLTR) for upper eyelids with TT. …”
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Pretrained patient trajectories for adverse drug event prediction using common data model-based electronic health records by Junmo Kim, Joo Seong Kim, Ji-Hyang Lee, Min-Gyu Kim, Taehyun Kim, Chaeeun Cho, Rae Woong Park, Kwangsoo Kim

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Microbes with higher metabolic independence are enriched in human gut microbiomes under stress by Iva Veseli, Yiqun T Chen, Matthew S Schechter, Chiara Vanni, Emily C Fogarty, Andrea R Watson, Bana Jabri, Ran Blekhman, Amy D Willis, Michael K Yu, Antonio Fernàndez-Guerra, Jessika Füssel, A Murat Eren

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Development of an MRI based artificial intelligence model for the identification of underlying atrial fibrillation after ischemic stroke: a multicenter proof-of-concept analysisRes... by Zijie Zhang, Yang Ding, Kaibin Lin, Wenli Ban, Luyue Ding, Yudong Sun, Chuanliang Fu, Yihang Ren, Can Han, Xue Zhang, Xiaoer Wei, Shundong Hu, Yuwu Zhao, Li Cao, Jun Wang, Saman Nazarian, Ying Cao, Lan Zheng, Min Zhang, Jianliang Fu, Jingbo Li, Xiang Han, Dahong Qian, Dong Huang

“…Funding: This work was supported by grants from the National Natural Science Foundation of China (NSFC, Grant Number: 81871102 and 82172068); Shanghai Jiao Tong University School of Medicine, Two-Hundred Talent Program as Research Doctor (Grant Number: SBR202204); Municipal Science and Technology Commission Medical Innovation Project of Shanghai, (Grant/Award Number: 20Y11910200); Research Physician Program of Shanghai Shen Kang Hospital Development Center (Grant Number: SHD2022CRD039) to Dr. …”
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The CURE Protocol: evaluation and external validation of a new public health strategy for treating paediatric hydrocephalus in low-resource settings by Benjamin C Warf, Stephanie H Chen, Jacob R Lepard, Michael C Dewan, Olufemi B Bankole, John Mugamba, Peter Ssenyonga, Abhaya V Kulkarni

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OncoMet: a deep learning framework for the prediction of oncogenic signaling pathways and metastasis in esophageal cancer patients using histopathology images from primary tumors by Syed Wajid Aalam, Abdul Basit Ahanger, Tabasum Majeed, Ab Naffi Ahanger, Tariq Masoodi, Ajaz A. Bhat, Assif Assad, Muzafar Ahmad Macha, Muzafar Rasool Bhat

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