Peripheral Arterial Tonometry to Measure the Effects of Vardenafil on Sympathetic Tone in Men with Lifelong Premature Ejaculation by Davide Francomano, Lorenzo M. Donini, Andrea Lenzi, Antonio Aversa

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Efficient guided inpainting of larger hole missing images based on hierarchical decoding network by Xiucheng Dong, Yaling Ju, Dangcheng Zhang, Bing Hou, Jinqing He

“…When inpainting images with missing regions ranging from 50% to 60%, the proposed method achieves improvements of 0.02 dB (0.22 dB) and 0.001 (0.003) in PSNR and SSIM, on the CelebA-HQ (Places2) dataset, respectively.…”
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Using Artificial Intelligence to Analyze Nature of Science Themes: Einstein and Eddington Documentary Film Example by Yusuf Kartal, Munise Seckin-Kapucu

“…First, the texts in the documentary film were fragmented into 30-second, 1-minute, and 3-minute periods to obtain three different datasets. Considering the literature on these datasets, experiments were carried out using the Latent Dirichlet Allocation algorithm to extract 5, 7, and 9 topics. …”
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Research on multiple enhanced k combination reverse Skyline query method by Song Li, Xinyuan Zhang, Liping Zhang

“…Theoretical and experimental results show that MkECRSQ not only rapidly yields results for CRSQ but also recommends the most dominant combinations to decision-makers among multiple combinations in the query dataset, while also overcoming the challenge of limited cardinality in the result sets. …”
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Nurse workforce change and metropolitan medically underserved areas in the United States by Diana Bowser, Kaili Mauricio, Brielle Ruscitti

“…Occupational Employment and Wage dataset from the Bureau of Labor Statistics was used to determine the number of nurses employed, at the level of the metropolitan statistical area from 2012 to 2022. …”
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EScope: Effective Event Validation for IoT Systems Based on State Correlation by Jian Mao, Xiaohe Xu, Qixiao Lin, Liran Ma, Jianwei Liu

“…We evaluate our approach using an existing dataset provided by Peeves. The experiment results demonstrate that EScope achieves an average 67% sensor amount reduction on 22 events compared with the existing work, and increases the event spoofing detection accuracy.…”
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A New Video-Based Crash Detection Method: Balancing Speed and Accuracy Using a Feature Fusion Deep Learning Framework by Zhenbo Lu, Wei Zhou, Shixiang Zhang, Chen Wang

“…In general, the proposed model achieved an accuracy of 87.78% on the testing dataset and an acceptable detection speed (FPS > 30 with GTX 1060). …”
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Optimizing Pile Bearing Capacity Prediction Using Specific Random Forest Models Optimized by Meta-Heuristic Algorithms for Enhanced Geomechanically Applications by Nengyuan Chen

“…Remarkably, the RFSO model exhibits exceptional performance, achieving an R2 value of 0.998 for the entire dataset while boasting the lowest RMSE of 109.43. …”
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A Diagnostic and Performance System for Soccer: Technical Design and Development by Alberto Gascón, Álvaro Marco, David Buldain, Javier Alfaro-Santafé, Jose Victor Alfaro-Santafé, Antonio Gómez-Bernal, Roberto Casas

“…Future research will aim to expand the dataset, include diverse sports, and integrate additional sensors for broader applications. …”
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A study of serum prolactin in dermatological diseases in a tertiary care hospital of Assam by Talukdar C, Boro B

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Automatic Detection of Cracks in Cracked Tooth Based on Binary Classification Convolutional Neural Networks by Juncheng Guo, Yuyan Wu, Lizhi Chen, Guanghua Ge, Yadong Tang, Wenlong Wang

“…A CNN model is designed by modifying the size of the input layer and adding a fully connected layer with 2 units based on the ResNet50, and then, the proposed CNN is trained and validated with a self-prepared cracked tooth dataset including 20,000 images. By comparing validation accuracy under seven different learning rates, 10−5 is chosen as the best learning rate for the following testing process. …”
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PD_EBM: An Integrated Boosting Approach Based on Selective Features for Unveiling Parkinson's Disease Diagnosis With Global and Local Explanations by Fahmida Khanom, Mohammad Shorif Uddin, Rafid Mostafiz

“…Our experiment used a dataset of 195 clinical records of PD patients from the University of California Irvine (UCI) Machine Learning repository. …”
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Diabetic Gait Is Not Just Slow Gait: Gait Compensations in Diabetic Neuropathy by Adrienne D. Henderson, A. Wayne Johnson, Sarah T. Ridge, Jonathan S. Egbert, Kevin P. Curtis, Levi J. Berry, Dustin A. Bruening

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A hybrid Framework for plant leaf disease detection and classification using convolutional neural networks and vision transformer by Sherihan Aboelenin, Foriaa Ahmed Elbasheer, Mohamed Meselhy Eltoukhy, Walaa M. El-Hady, Khalid M. Hosny

“…The performance proposed model is evaluated using two publicly available datasets (Apple and Corn). Each dataset consists of four classes. …”
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Transforming Alzheimer’s Disease Diagnosis: Implementing Vision Transformer (ViT) for MRI Images Classification by Dian Kurniasari, Muhammad Dwi Pratama, Akmal Junaidi, Ahmad Faisol

“…This study explores the application of the Vision Transformer (ViT) model for classifying MRI images of Alzheimer’s patients, focusing on enhancing accuracy and reliability through data augmentation during pre-processing. A dataset of 8,000 MRI images, categorised into four groups—non-demented, very mild demented, mild demented, and moderate demented—was used to evaluate the ViT model. …”
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Measurements of Pupillary Diameter and Wavefront Aberrations in Pregnant Women by Yesim Altay, Mehmet Metin Altay, Gulizar Demirok, Ozgur Balta, Hulya Bolu

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Generation of Whole-Genome Sequencing Data for Comparing Primary and Castration-Resistant Prostate Cancer by Jong-Lyul Park, Seon-Kyu Kim, Jeong-Hwan Kim, Seok Joong Yun, Wun-Jae Kim, Won Tae Kim, Pildu Jeong, Ho Won Kang, Seon-Young Kim

“…Because castration-resistant prostate cancer (CRPC) does not respond to androgen deprivation therapy and has a very poor prognosis, it is critical to identify a prognostic indicator for predicting high-risk patients who will develop CRPC. Here, we report a dataset of whole genomes from four pairs of primary prostate cancer (PC) and CRPC samples. …”
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Realtime Multispectral Pedestrian Detection With Visible and Far-Infrared Under Ambient Temperature Changing by Masato Okuda, Kota Yoshida, Takeshi Fujino

“…We created an original dataset with three subsets, Hot, Intermediate, and Cold, and evaluated temperature effects by changing the subsets during training and testing. …”
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Skill-level differences in final shot characteristics in padel: comparative insights from amateurs and professionals by Ana Isabel Fernandez-de-Osso, Adrián Escudero-Tena, Diego Muñoz, Iván Martín-Miguel, Rafael Conde-Ripoll

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BiAF: research on dynamic goat herd detection and tracking based on machine vision by Yun Hou, Mingjuan Han, Wei Fan, Xinyu Jia, Zhuo Gong, Ding Han

“…The BiAF-YOLOv7 algorithm achieves precision, recall, F1 score, and mAP values of 94.5, 96.7, 94.8, and 96.0%, respectively, on the goat herd dataset. Combined with DeepSORT, our system successfully tracks goat herds, demonstrating the effectiveness of the BiAF-YOLOv7 algorithm as a tool for livestock grazing monitoring. …”
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