stGRL: spatial domain identification, denoising, and imputation algorithm for spatial transcriptome data based on multi-task graph contrastive representation learning by Xin Lu, Murong Zhou, Bo Gao, Fang Wang, Shuilin Jin, Qiaoming Liu, Guohua Wang

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Development of an analog topology for a multi-layer neuronal network by Luã da Porciuncula Estrela, Marlon Soares Sigales, Elmer A. Gamboa Peñaloza, Marcelo Lemos Rossi, Mateus Beck Fonseca

“…The proposed methodology offers significant advantages for neuromorphic computing, especially in the domain of Internet of Things (IoT), where near-sensor data analysis and edge computation are essential.…”
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Predicting Cervical Lymph Node Metastasis Using Preoperative Multiparameter Data Based on Imaging, Serology, and Clinical Features in Unifocal Papillary Thyroid Carcinoma by Junlin HE, Wenjing CHEN, Lili HU, Yongsheng WANG, Jing CHEN, Ming WU

“…Objective: To evaluate the predictive performance of preoperative multiparameter data, including computed tomography (CT), ultrasound, clinical features, and serology, for central cervical lymph node metastasis (CLNM) in unifocal papillary thyroid carcinoma (PTC) and to develop a nomogram model for predicting CLNM preoperatively. …”
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FOCC: A Synthetically Balanced Federated One-Class-Classification for Cyber Threat Intelligence in Software Defined Networking by Syed Hussain Ali Kazmi, Faizan Qamar, Rosilah Hassan, Kashif Nisar

“…Firstly, the relation between weight divergence and multi-classification in Non-IID data is derived using mathematical analysis. Secondly, the threat specific data is generated by VAEs at each domain with latent space aggregation, which achieved the reduced validation loss in Federated Learning by synthetically balancing threat-specific data. …”
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Object Re-Identification Based on Federated Incremental Subgradient Proximal Optimization by Li Kang, Chuanghong Zhao, Jianjun Huang

“…Object Re-identification (Object ReID) is one of the key tasks in the field of computer vision. However, traditional centralized ReID methods face challenges related to privacy protection and data storage. …”
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Evaluation of a Wireless Data Transmission Using a Low-Cost Commercial-off-the-Shelf Wi-Fi Router Applied to Dynamic Tests by Mateus Rodrigues Rocha, Anderson Govertz, Rogerio Pirk, Edilson Alexandre Camargo

“…To achieve this, test data were acquired using the traditional wired method between sensors, DAq, and the computer, as well as a wireless transmission protocol, via Wi-Fi, between the DAq and the computer. …”
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Deep‐Learning Based Causal Inference: A Feasibility Study Based on Three Years of Tectonic‐Climate Data From Moxa Geodynamic Observatory by Wasim Ahmad, Valentin Kasburg, Nina Kukowski, Maha Shadaydeh, Joachim Denzler

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From manual clinical criteria to machine learning algorithms: Comparing outcome endpoints derived from diverse electronic health record data modalities. by Shreya Chappidi, Mason J Belue, Stephanie A Harmon, Sarisha Jagasia, Ying Zhuge, Erdal Tasci, Baris Turkbey, Jatinder Singh, Kevin Camphausen, Andra V Krauze

“…Three methods were developed to derive clinical PFS: 1) frequency analysis of corticosteroid prescriptions, 2) natural language processing (NLP) of reports, and 3) computer vision (CV) volumetric analysis of imaging. …”
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Health care professionals intention to use digital health data hub working in East Gojjam Hospitals, Northwest Ethiopia: Technology acceptance modeling. by Ayenew Sisay Gebeyew, Sefefe Birhanu Tizie, Bayou Tilahun Assaye, Afework Edmealem, Temesgen Feyu, Habtamu Mekonen, Tirsit Ketsela Zeleke, Melese Getachew, Andualem Fentahun

“…The assumptions of SEM-like normality, average variance extracted (AVE), composite reliability (CR), Cronbach's alpha, confirmatory factor analysis (CFA), and model specifications were checked using Amos and Stata version 16.…”
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Clinical and Laboratory Predictors of COVID-19 Severity: Identifying Key Biomarkers for Risk Stratification and Patient Outcomes by Yasir Haider Aal-Mawlah, Salah Hashim Shaheed, Kadhim Hussein Jaasim, Hadi Sajid Abdulabbas, Hussein Fadil Ibrahim

“…Data analysis was conducted using SPSS version 23. …”
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Cloud-based analysis of aerial imagery for unveiling ancient archaeological patterns by Pietro Fusco, Alba Amato, Salvatore Venticinque

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INFLUENCE OF AMARANTH (AMARANTHUS SPP.) FLOUR ON THE MAIN CHARACTERISTICS OF BUTTER BISCUITS by ZLATIN ZLATEV, TONCHO KOLEV, IRA TANEVA, STANKA BAYCHEVA

“…Also, the results can be used as preliminary basic data for future evaluations and studies related to the express automated analysis of biscuits. …”
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Exploring mobility data for enhancing HIV care engagement in Black/African American and Hispanic/Latinx individuals: a longitudinal observational study protocol by Katherine P Theall, Lisa Hightow-Weidman, Xiaoming Li, Sean Young, Lidia Flores, Seungjun Kim, Maryam Hassani, Cristina De Haro, Mohamed Emish, Zeyad Kelani, Dominic Arjuna Ugarte, Amanda Castel

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Exploring the key clinical and CT characteristics of granulomas mimicking peripheral lung cancers: a case-control study by Hong-bo Xu, Can Ding, Min Zhao, Fa-jin Lv, Zhi-gang Chu

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Development and Validation of a CTE-Based Radiomics Nomogram for Predicting Clinical Adverse Outcomes in Patients with Stricturing Crohn’s Disease by Zhang B, Gao Y, Tong L, Hu J, Wu X

“…Bo Zhang,1,* Yankun Gao,1,* Li Tong,2 Jing Hu,3 Xingwang Wu1 1Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230022, People’s Republic of China; 2Department of Radiology, The Third Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230061, People’s Republic of China; 3Department of Gastroenterology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230022, People’s Republic of China*These authors contributed equally to this workCorrespondence: Xingwang Wu, Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230022, People’s Republic of China, Email duobi2004@126.comObjective: This study sought to develop and validate a radiomics nomogram using computed tomography enterography (CTE) to predict clinical adverse outcomes (CAO) in patients with stricturing Crohn’s disease (CD), aiding in personalized treatment planning.Methods: We retrospectively collected data from 219 patients diagnosed with stricturing CD between January 2018 and March 2023 at our institution, dividing them into a training set (n=153) and a testing set (n=66). …”
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The Development of Digital Twin Baby Incubators for Fault Detection and Performance Analysis by Hatice Kabaoğlu, Emine Uçar, Fecir Duran

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Unveiling the Hidden Burden: A Systematic Review on the Prevalence and Clinical Implications of Calcified Brain Metastases by Alexandru Garaba, Pier Paolo Panciani, Aida Da’ana, Tamara Ius, Alessandro Tel, Marco Maria Fontanella, Marco Zeppieri, Fulvia Ortolani, Edoardo Agosti

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Towards an annual urban settlement map in France at 10 m spatial resolution using a method for massive streams of Sentinel-2 data by Romain Wenger, David Michéa, Anne Puissant

“…Detecting, mapping, and monitoring the growth and spread of urban areas is therefore important for urban planning, risk analysis, human health, and biodiversity conservation. …”
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Long-term COVID-19 symptoms and post-vaccination reactions among prolonged COVID-19 patients in the Kurdistan region of IraqMendeley Data by Aveen Kakamen, Ibrahim Ismael Hamarash

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A 4D-EnKF Method via a Modified Cholesky Decomposition and Line Search Optimization for Non-Linear Data Assimilation by Elías D. Nino-Ruiz, Jairo Diaz-Rodriguez

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