Prioritizing implementation solutions for the urban family physician policy in Iran: a multi-criteria decision-making study by Lida Shams, Mohammadreza Mobinizadeh, Taha Nasiri, Fatemeh Mohammadi

“…Making crucial decisions entails handling matters relating to funding, administration, personnel, architecture, ethos, remuneration, IT systems, oversight, insurance organization output, and execution.…”
Get full text

Application of deep learning algorithm for judicious use of anti-VEGF in diabetic macular edema by Anwesa Mondal, Apurba Nandi, Subhasish Pramanik, Lakshmi Kanta Mondal

“…The model integrates both Optical Coherence Tomography (OCT) images and clinical data from 181 patients, including key parameters such as serum VEGFR-2 concentration and the duration of DME. The architecture combines convolutional neural networks (CNNs) for image data with multi-layer perceptron (MLP) for tabular clinical data, allowing for a comprehensive analysis of both data types. …”
Get full text

Deep Transfer Learning for Lip Reading Based on NASNetMobile Pretrained Model in Wild Dataset by Ashwaq Waleed Abdul Ameer, Pedram Salehpour, Mohammad Asadpour

“…In this study, we present a novel framework for visual speech recognition utilizing the NASNetMobile architecture. We evaluate the performance of this model on the GLips 2022 wild dataset, which is known for its unstructured and challenging nature. …”
Get full text

Fusion of multi-scale attention for aerial images small-target detection model based on PARE-YOLO by Huiying Zhang, Pan Xiao, Feifan Yao, Qinghua Zhang, Yifei Gong

“…To further enhance the extraction of small object features, the conventional C2f is replaced with a novel architecture. Moreover, the EMA-GIoU loss function is proposed to mitigate class imbalance and enhance robustness, particularly in scenarios characterized by skewed class distributions. …”
Get full text

Stability Analysis of Batch Offline Action-Dependent Heuristic Dynamic Programming Using Deep Neural Networks by Timotei Lala

“…We present a practical implementation involving a twin rotor aerodynamical system to emphasize the impact difference between the usage of single-hidden-layer and multiple-hidden-layer NN architectures in BOADHDP learning settings. The validation case study shows that BOADHDP with multiple hidden layer NN architecture implementation obtains <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>0.0034</mn></mrow></semantics></math></inline-formula> on the control benchmark, while the single-hidden-layer NN architectures obtain <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>0.0049</mn></mrow></semantics></math></inline-formula>, outperforming the former by 1.58% by using the same collected dataset and learning conditions. …”
Get full text

Neural network inspired efficient scalable task scheduling for cloud infrastructure by Punit Gupta, Arnaav Anand, Pratyush Agarwal, Gavin McArdle

“…The development in cloud architecture and services has enabled fast and easy transfer of data from one unit of a network to other. …”
Get full text

Computational problems of analysis of short next generation sequencing reads by R. te Boekhorst, F. M. Naumenko, N. G. Orlova, E. R. Galieva, A. M. Spitsina, I. V. Chadaeva, Y. L. Orlov, I. I. Abnizova

Get full text

Optical Coherence Tomography by Pier Alberto Testoni

“…OCT imaging of the gastrointestinal wall structure is characterized by a multiple-layer architecture that permits an accurate evaluation of the mucosa, lamina propria, muscularis mucosae, and part of the submucosa. …”
Get full text

Local Gene Transfer of OPG Prevents Joint Damage and Disease Progression in Collagen-Induced Arthritis by Qingguo Zhang, Weiming Gong, Bin Ning, Lin Nie, Paul H. Wooley, Shang-You Yang

“…Overall, gene transfer of OPG effectively inhibited the arthritis-associated periarticular bone erosion and preserved the architecture of arthritic joints, and the study provides evidence that the cartilage protection of the OPG gene therapy may be associated with the down-regulation of MMP3 expression.…”
Get full text

Humic Acid Alleviates Low-Temperature Stress by Regulating Nitrogen Metabolism and Proline Synthesis in Melon (<i>Cucumis melo</i> L.) Seedlings by Libao Zhu, Haihe Liu, Yanping Zhang, Yanxia Cao, Yiwen Hu, Yalun Wang, Haiqiang Zheng, Mengze Liu

“…HA treatment significantly enhanced plant height, stem diameter, fresh weight, dry weight, chlorophyll content (up to 33.17%), maximum photochemical efficiency (<i>F</i>v/<i>F</i>m), root architecture, superoxide dismutase (SOD), and catalase (CAT) activity. …”
Get full text

THE THIRD LEVEL OF INTERNATIONAL RELATIONS: CHARACTERISTICS OF SUB-STATE ACTORS by S. P. Arteev

“…The topic is very relevant due to the ongoing restructuring of the architecture of international relations and world politics. …”
Get full text

Axial Behaviour of Slender RC Circular Columns Strengthened with Circular CFST Jackets by Yiyan Lu, Tao Zhu, Shan Li, Weijie Li, Na Li

Get full text

Machine Learning Model for Gas–Liquid Interface Reconstruction in CFD Numerical Simulations by Tamon Nakano, Michele Alessandro Bucci, Jean-Marc Gratien, Thibault Faney

“…We then train an optimized GNN architecture on this dataset. Our approach is validated using analytical solutions and comparisons with conventional methods in the OpenFOAM framework on a canonical test. …”
Get full text

Intelligence Based Controlling Models for Effective Power Tracking and Voltage Enhancement in Grid-PV Systems by I. E. S. Naidu, T. Padmavathi, S. Venkata Padmavathi, Budidi U. Kumar

“…The proposed control architecture presents a new Fractional Order Proportional-Integral-Derivative Control (FOPTC) technique and its adaptation mechanism for correct MPPT under dynamic variations of meteorological conditions. …”
Get full text

The Ground Settlement and the Existing Pipeline Response Induced by the Nonsynchronous Construction of a Twin-Tunnel by Shicheng Sun, Chuanxin Rong, Houliang Wang, Linzhao Cui, Xin Shi

Get full text

A systematic mapping study of source code representation for deep learning in software engineering by Hazem Peter Samoaa, Firas Bayram, Pasquale Salza, Philipp Leitner

Get full text

Solution processable perovskite-hybrid heterojunction silicon 4T tandem solar cells by Mohammad Adil Afroz, Bhavna Sharma, Ruchi K. Sharma, Ritesh Kumar Gupta, Ankita Sengupta, Sanjay K. Srivastava, Soumitra Satapathi

“…The proposed 4-terminal tandem architecture exploits light management through the bandgap matching of the perovskite cell with silicon to minimize thermalization and absorption losses. …”
Get full text

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

“…The system leverages low-power IMU sensors, Bluetooth Low Energy (BLE) communication, and a cloud-based architecture to enable real-time data analysis and performance feedback. …”
Get full text

Binary decision diagram‐based synthesis technique for improved mapping of Boolean functions inside memristive crossbar‐slices by Anindita Chakraborty, Vivek Maurya, Sneha Prasad, Suryansh Gupta, Rajat Subhra Chakraborty, Hafizur Rahaman

“…Comparative‐study of the synthesis results showed that the memristive‐circuits generated using our proposed technique are 26.95% faster, and need 42.32% lesser memristors (on average) than their peers, implemented using the existing approach of slicing crossbar‐architecture.…”
Get full text

Statistical Complexity Analysis of Sleep Stages by Cristina D. Duarte, Marianela Pacheco, Francisco R. Iaconis, Osvaldo A. Rosso, Gustavo Gasaneo, Claudio A. Delrieux

“…Studying sleep stages is crucial for understanding sleep architecture, which can help identify various health conditions, including insomnia, sleep apnea, and neurodegenerative diseases, allowing for better diagnosis and treatment interventions. …”
Get full text