Dilated SE-DenseNet for brain tumor MRI classification by Yuannong Mao, Jiwook Kim, Lena Podina, Mohammad Kohandel

“…Abstract In the field of medical imaging, particularly MRI-based brain tumor classification, we propose an advanced convolutional neural network (CNN) leveraging the DenseNet-121 architecture, enhanced with dilated convolutional layers and Squeeze-and-Excitation (SE) networks’ attention mechanisms. …”
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Analysis of the current situation in the field of electronic services in Syrian banks and prospects for their development by E. V. Vasilieva, A. Alhannash

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Comparison of Deep-Learning-Based Segmentation Models: Using Top View Person Images by Imran Ahmed, Misbah Ahmad, Fakhri Alam Khan, Muhammad Asif

“…The first model employed in this work is Fully Convolutional Neural Network (FCN) with Resnet-101 architecture. The network consists of a set of max-pooling and convolution layers to identify pixel-wise class labels and prediction of the mask. …”
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A Hybrid Approach for Sports Activity Recognition Using Key Body Descriptors and Hybrid Deep Learning Classifier by Muhammad Tayyab, Sulaiman Abdullah Alateyah, Mohammed Alnusayri, Mohammed Alatiyyah, Dina Abdulaziz AlHammadi, Ahmad Jalal, Hui Liu

“…The system utilized a hybrid CNN (Convolutional Neural Network) + RNN (Recurrent Neural Network) classifier for event recognition, with Grey Wolf Optimization (GWO) for feature selection. …”
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Primary prevention of sexually transmitted infections in Switzerland: practices of family physicians and their determinants—a national cross-sectional survey by Hanna Vautrin, Nicolas Senn, Christine Cohidon

“…Objectives To describe the activities of general practitioners (GPs) pertaining to primary prevention in the field of affective and sexual life, studying the advice they provide as well as their vaccination practices.Design Cross-sectional national survey.Setting/participants The study was carried out using the Swiss Primary Care Active Monitoring GPs’ network, a national GP network created in 2012. One hundred and seventy Swiss GPs, from a random sample from professional lists stratified by canton, participated in the present study.Primary and secondary outcome measures Prevention practices against sexually transmitted infections (STIs) performed by GPs through advice provided as well as their vaccination practices. …”
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A comprehensive analysis of molecular characteristics of hot and cold tumor of gastric cancer by Chenxi Lv, Tianwei Chen, Jiangtao Li, Yuqiang Shan, Hong Zhou

“…Subsequently, 101 machine learning algorithm combinations were employed to construct a prognostic model based on the identified gene modules. …”
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Comorbidity patterns and mortality in atrial fibrillation: a latent class analysis of the EURopean study of Older Subjects with Atrial Fibrillation (EUROSAF) by Huah Shin Ng, Richard Woodman, Nicola Veronese, Alberto Pilotto, Arduino A. Mangoni

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CONSULTANCY SERVICES MARKET FOR MICRO, SMALL AND MEDIUM-SIZED ENTERPRISES IN CROATIA by Anamarija Delić, Mirela Alpeza

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IGDT-Based Robust Operation of Thermal and Electricity Energy-Based Microgrid with Distributed Sources, Storages, and Responsive Loads by Mehdi Sarlak, Abouzar Samimi, Mehdi Nikzad, Amir Hossein Salemi

“…It is constrained by the AC power flow equations, network operation constraints, and the operating model of these elements. …”
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Optimal Signal Control Algorithm for Signalized Intersections under a V2I Communication Environment by Eum Han, Hwan Pil Lee, Sangmin Park, Jaehyun (Jason) So, Ilsoo Yun

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CONSULTANCY SERVICES MARKET FOR MICRO, SMALL AND MEDIUM-SIZED ENTERPRISES IN CROATIA by Anamarija Delić, Mirela Alpeza

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Syntheses and structures of two coordination polymers formed by Ni(cyclam)2+ cations and sulfate anions by Liudmyla V. Tsymbal, Irina L. Andriichuk, Lucian G. Bahrin, Yaroslaw D. Lampeka

“…The crystals of both compounds are composed of parallel coordination polymeric chains running along the [101] and [100] directions in I and II, respectively. …”
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Cluster Analysis of Daily Cycling Flow Profiles during COVID-19 Lockdown in the UK by Matthew Burke, Dilum Dissanayake, Margaret Bell

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Hierarchical Matching of Traffic Information Services Using Semantic Similarity by Zongtao Duan, Lei Tang, Zhiliang Kou, Yishui Zhu

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COVID-19 Deep Learning Prediction Model Using Publicly Available Radiologist-Adjudicated Chest X-Ray Images as Training Data: Preliminary Findings by Mohd Zulfaezal Che Azemin, Radhiana Hassan, Mohd Izzuddin Mohd Tamrin, Mohd Adli Md Ali

“…We used a deep learning model based on the ResNet-101 convolutional neural network architecture, which was pretrained to recognize objects from a million of images and then retrained to detect abnormality in chest X-ray images. …”
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Learning model combined with data clustering and dimensionality reduction for short-term electricity load forecasting by Hyun-Jung Bae, Jong-Seong Park, Ji-hyeok Choi, Hyuk-Yoon Kwon

“…As a result, the prediction accuracy of the proposed method outperforms those of the existing methods by 1.01–1.76 times for summer data and by 1.03–1.36 times for winter data in terms of mean absolute percentage error (MAPE).…”
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Multiband Patch Antenna for Femtocell Application by M. R. Zaman, Afaz Uddin Ahmed, Rezaul Azim, Huda Abdullah, Mohd Tarmizi Ali, M. T. Islam

“…Distributed antenna solution (DAS) has been introduced in cellular network to achieve homogenous indoor coverage. Femtocell is the latest extension to these solutions. …”
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Survey on the presence of floating microplastics, trace metals and metalloids in seawater from Southern Italy to the United States of America by Elisabetta Morici, Gaetano Cammilleri, Sergio Scirè, Francesco Paolo Bonomo, Luigi Tranchina, Francesca Terracina, Paola Galluzzo, Vincenzo Ferrantelli, Vincenzo Paolo Monteverde, Francesco Giuseppe Galluzzo, Sergio Davì, Mariano Licciardi, Salvatore Dara

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Purinergic Receptors in Ocular Inflammation by Ana Guzman-Aranguez, Xavier Gasull, Yolanda Diebold, Jesús Pintor

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Second Trimester Genetic Amniocentesis: Five- Year Experience of a Maternal- Fetal Medicine Unit by Orkun Çetin, Fatma Ferda Verit Atmaca, Ali Galip Zebitay, Ayşegül Deregözü, Begüm Aydoğan, Seda Keskin, Oğuz Yücel

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