Predicting carbon dioxide emissions using deep learning and Ninja metaheuristic optimization algorithm by Anis Ben Ghorbal, Azedine Grine, Ibrahim Elbatal, Ehab M. Almetwally, Marwa M. Eid, El-Sayed M. El-Kenawy

“…The data preparation used in the present methodology involves sophisticated stages such as Principal Component Analysis (PCA) as well as Blind Source Separation (BSS) to reduce noise as well as to improve feature selection. This purified input dataset is used in the DPRNNs model, where both short and long-term temporal dependencies in the data are captured well. …”
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Fibrinogen: A Marker in Predicting Diabetic Foot Ulcer Severity by X. H. Li, L. Y. Guan, H. Y. Lin, S. H. Wang, Y. Q. Cao, X. Y. Jiang, Y. B. Wang

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The role of multifocal visual evoked potential in detection of minimal hepatic encephalopathy in patients with compensated liver cirrhosis by Reem M. Sabry, Osama Hamad, Hossam Eldin Mohamed Khalil, Sahar Ibrahim Mohammed, Ragaey Ahmad Eid, Hanan Hosny

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Immunological characterization and prognostic of colon cancer evaluated by angiogenesis-related features: a computational analysis and in vitro experiments by Fei Liu, Yi Wang, Leiming Xia, Chen Sun, Yun Li, Yunhong Xia

“…A prognosis risk model was constructed based on 3 ARGs and its prognostic value was validated on an independent external colon cancer dataset. In colon cancer patients, this prognostic feature was an independent risk factor and was significantly correlated with clinical feature information of colon cancer patients. …”
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Construction and Application of Enterprise Internal Audit Data Analysis Model Based on Decision Tree Algorithm by Yuna Si

“…The experiment found that the Fuzzy ID3 algorithm has a high accuracy rate on each dataset and the number of rules is large. The number of rules generated by the CART algorithm is the least because of the model characteristics of its binary tree and the characteristics of using the Gini index as the criterion for the selection of splitting attributes. …”
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Long-term outcomes of corneal transplantation: a review of 8,378 patients by Mohammad Nasser Hashemian, Mohammad Javad Zia, Masoud Khorrami-Nejad, Qaysser Sattar Abed, Hesam Hashemian

“…Methods Utilizing a comprehensive dataset from the hospital’s Hospital Information System, the study reviewed the records of 8,378 patients who underwent corneal transplants between 2009 and 2022. …”
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Population Dynamics of the Exotic Flatworm Obama nungara in an Invaded Garden by Shanèze Noël, Yoan Fourcade, Virginie Roy, Georges Bonnet, Lise Dupont

“…Thanks to the collaboration of an amateur naturalist, a unique dataset on the abundance of the invasive land flatworm Obama nungara was obtained during a 4‐year survey of a French private garden, where up to 1585 O. nungara were recorded in 1 month. …”
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Railway Foreign Object Intrusion Detection Using UAV Images and YOLO-UAT by Yang Yang, Zhanhao Liu, Junming Chen, Haiming Gao, Tao Wang

“…First, a railway foreign object intrusion image dataset is created. Then the EfficientNet network is employed to replace the backbone extraction network of YOLOv5s, achieving a lightweight model that enhances detection speed. …”
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Nevoid basal cell carcinoma syndrome (Gorlin syndrome): a case report by Noura Abdul Rahman, Fatima Breim, Joud Zakour, Zainab Srouji, Silva Ishkhanian

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Multilocus phylogenies reveal three new truffle-like taxa and the traces of interspecific hybridization in Octaviania (Boletaceae, Boletales) by Takamichi Orihara, Rosanne Healy, Adriana Corrales, Matthew E. Smith

“…Gene-tree comparison and phylogenetic network analysis of the multilocus dataset suggest that these heterogenous sequences are most likely the result of previous inter- and intra-specific hybridization. …”
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Uncertainty-Aware Semi-Supervised Method for Pectoral Muscle Segmentation by Yutao Tang, Yongze Guo, Huayu Wang, Ting Song, Yao Lu

“…The proposed method was evaluated on a dataset containing 635 data points from three data centers. …”
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Immunoinfiltration Analysis of Mitochondrial Damage‐Related Genes in Lung Adenocarcinoma and Construction of a Classification and Prognostic Model Integrated With WGCNA and Machine... by Jirong Zhang, Lin Lin

“…ML models were constructed for classification and prognosis prediction, and validated in an independent Gene Expression Omnibus (GEO) dataset. Results The study revealed a significant relationship between mitochondrial damage and immune infiltration in LUAD. …”
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Forecasting mental states in schizophrenia using digital phenotyping data. by Thierry Jean, Rose Guay Hottin, Pierre Orban

“…Besides it remains unclear which machine learning algorithm is best suited for forecast tasks, the eXtreme Gradient Boosting (XGBoost) and long short-term memory (LSTM) algorithms being 2  popular choices in digital phenotyping studies. The CrossCheck dataset includes 6,364 mental state surveys using 4-point ordinal rating scales and 23,551 days of smartphone sensor data contributed by patients with schizophrenia. …”
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Demonstration of Participation Networks in Urban Transport Policy of Public and Private Sectors through Social Media: The Case of Bike-Sharing Pricing Strategy in China by Qian Ye, Xiaohong Chen, Hua Zhang, Junjie Cai, Kaan Ozbay

“…Furthermore, this paper also empirically examines the confirmation bias that might exist among participants. Dataset on retweets from the Chinese Twitter-Sina Weibo is collected. …”
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Enhanced CATBraTS for Brain Tumour Semantic Segmentation by Rim El Badaoui, Ester Bonmati Coll, Alexandra Psarrou, Hykoush A. Asaturyan, Barbara Villarini

“…The model was evaluated on four datasets containing 3137 brain MRI scans. Through the adoption of E-CATBraTS, the accuracy of the results improved significantly on two datasets, outperforming the current state-of-the-art models by a mean DSC of 2.6% while maintaining a high accuracy that is comparable to the top-performing models on the other datasets. …”
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Frequency of Thyroid Nodules among Patients with Colonic Polyps by Cevdet Duran, Huseyin Savas Gokturk, Mustafa Kulaksizoglu, Suleyman Bakdik, Gulhan Kanat Unler, Mustafa Erbayrak, Guven Ozkaya, Baris Onder Pamuk, Mustafa Sait Gonen

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EMG ACTIVITY OF MUSCLES OF THE CRANIOMANDIBULAR SYSTEM IN SUBJECTS WITH NARROWING UPPER JAW AND POSTERIOR CROSSBITE by L.V. Smaglyuk, P. Echarri, A. V. Liakhovska, M. V. Trofymenko

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Postpartum changes in maternal physiology and milk composition: a comprehensive database for developing lactation physiologically-based pharmacokinetic models by Neel Deferm, Neel Deferm, Jean Dinh, Jean Dinh, Amita Pansari, Masoud Jamei, Khaled Abduljalil

“…The best-performing functions were selected through numerical and visual diagnostics.Results and DiscussionThe literature search identified 230 studies, yielding a dataset of 36,689 data points from 20,801 postpartum women, covering data from immediately after childbirth to 12 months postpartum. …”
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Metastatic melanoma: An integrated analysis to identify critical regulators associated with prognosis, pathogenesis and targeted therapies. by Zeinab Chaharlashkar, Yousof Saeedi Honar, Meghdad Abdollahpour-Alitappeh, Sepideh Parvizpour, Abolfazl Barzegar, Effat Alizadeh

“…We conducted an integrated analysis to identify critical regulators associated with the prognosis, pathogenesis, and targeted therapies of metastatic-melanoma. A microarray dataset, GSE15605, including 12 metastatic-melanoma and sixteen normal skin (NS) samples, were obtained from the GEO database. …”
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Primary Signet Ring Cell/Histiocytoid Carcinoma of the Eyelid: Clinicopathologic Analysis with Evaluation of the E-Cadherin/β-Catenin Complex and Associated Genetic Alterations by Maria Del Valle Estopinal, Lavinia P. Middleton, Bita Esmaeli, Keyur P. Patel, Sara Nowroozizadeh, Michelle D. Williams

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