Novel mutation and severe respiratory failure in congenital disorders of glycosylation Type Ix by Betül Kılıç, Nejmiye Akkuş

“…In this report, we present a 5-year-old boy who had dysmorphic features, hypotonia, developmental and mental delay, epileptic spasms, recurrent apnea and respiratory failure that led to the diagnosis of an unreported mutation of a rare form of CDG-Ix. …”
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Transcatheter ablation of atrioventricular nodal reentry tachycardia in children and congenital heart disease in the era of 3D mapping by Fabrizio Drago, Francesco Flore, Cristina Raimondo, Claudio Pandozi

“…Nowadays, in large enough children, chronic treatment for symptomatic and recurrent AVNRT episodes relies on transcatheter ablation. …”
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Epileptic seizure detection in EEG signals via an enhanced hybrid CNN with an integrated attention mechanism by Sakorn Mekruksavanich, Wikanda Phaphan, Anuchit Jitpattanakul

“…This study introduced a novel deep learning framework combining a convolutional neural network (CNN), bidirectional gated recurrent unit (BiGRU), and convolutional block attention module (CBAM). …”
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Therapeutic and Prognostic Relevance of Cancer Stem Cell Populations in Endometrial Cancer: A Narrative Review by Ioana Cristina Rotar, Elena Bernad, Liviu Moraru, Viviana Ivan, Adrian Apostol, Sandor Ianos Bernad, Daniel Muresan, Melinda-Ildiko Mitranovici

“…They are involved in tumor initiation and development, metastasis, and recurrence. Method. A narrative review of significant scientific publications related to the topic and its applicability in endometrial cancer (EC) was performed with the aim of identifying current knowledge about the identification of CSC populations in endometrial cancer, their biological significance, prognostic impact, and therapeutic targeting. …”
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АNALYSIS OF CLINICAL AND EXPERIMENTAL FORECASTING OF INFLUENCE OF ERGONOMICS OF DENTISTS WORK ON THE RESULT OF ENDONTIC TREATMENT by R.I. Ratushniy, N. Goderdzi, M.Yu. Goncharuk-Khomyn, S.B. Kostenko, I.V. Penzelyk, A.S. Chobeі

“…Systematization of data of the regression analysis, it is possible to note characteristic feature of decrease in the frequency of registration of the cases of the mistakes made during endodontic treatment of all groups of teeth, at the achievement of the highest values of RULA and REBA indicators. …”
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Deep Learning for Automatic Detection of Volcanic and Earthquake-Related InSAR Deformation by Xu Liu, Yingfeng Zhang, Xinjian Shan, Zhenjie Wang, Wenyu Gong, Guohong Zhang

“…We then systematically review recent progress in the automatic detection and identification of volcanic and earthquake deformation signals from InSAR images using deep learning techniques. …”
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Research Progress of Dangerous Driving Behavior Recognition Methods Based on Deep Learning by Junjian Hou, Bingyu Zhang, Yudong Zhong, Wenbin He

“…Then, the collected big data are utilized to extract the features related to dangerous driving behavior. The paper mainly classifies the deep learning models employed for dangerous driving behavior recognition into three categories: Deep Belief Network (DBN), Convolutional Neural Network (CNN), and Recurrent Neural Network (RNN). …”
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Prognostic and clinicopathological value of dbc1 expression in human cancers: a systematic review and meta-analysis by Haojia Wang, Haojia Wang, Haojia Wang, Haojia Wang, Haojia Wang, Haojia Wang, Haojia Wang, Haojia Wang, Xinhong Cheng, Xinhong Cheng, Xinhong Cheng, Bruce Xianzhuo Zhang, Yong Wang, Shuo Gao, Shuo Gao, Shuo Gao, Shuo Gao, Shuo Gao, Shuo Gao, Shuo Gao, Shuo Gao, Fanghui Ding, Fanghui Ding, Fanghui Ding, Fanghui Ding, Fanghui Ding, Fanghui Ding, Fanghui Ding, Fanghui Ding, Xiaojing Song, Xiaojing Song, Xiaojing Song, Xiaojing Song, Xiaojing Song, Xiaojing Song, Xiaojing Song, Xiaojing Song, Dandan Li, Dandan Li, Dandan Li, Dandan Li, Dandan Li, Dandan Li, Dandan Li, Dandan Li, Haixu Ni, Haixu Ni, Haixu Ni, Haixu Ni, Haixu Ni, Haixu Ni, Haixu Ni, Haixu Ni, Yang Luo, Yang Luo, Yang Luo, Yang Luo, Yang Luo, Yang Luo, Yang Luo, Yang Luo, Xun Li, Xun Li, Xun Li, Xun Li, Xun Li, Xun Li, Xun Li, Xun Li

“…In terms of pathological features, elevated DBC1 expression was indicative of poor TNM stage (n = 23, RR = 1.245, 95%CI: [1.012-1.531], P = 0.038, I2 = 79.3), distant metastasis (n = 11, RR = 1.987, 95%CI: [1.021-3.866], P = 0.043, I2 = 63.8), and histologic grade (n = 18, RR = 1.433, 95%CI: [1.115-1.843], P = 0.005, I2 = 79.2).ConclusionDBC1 overexpression is associated with poor survival cycle and pathologic features in cancer patients, and it has the potential to be a predictive prognostic marker for cancer. …”
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Hybrid Convolutional Neural Network-Based Intrusion Detection System for Secure IoT Networks by Sami Qawasmeh, Ahmad Habboush, Bassam Elzaghmouri, Qasem Kharma, Da'ad Albalawneh

“…The proposed model includes data gathering, preprocessing, network training, and attack identification. System logs and their features are selected for data collection, followed by preprocessing to remove noise. …”
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Long-term survival after local immunotherapy for malignant gliomas: a retrospective study with 20 years follow-up by Hao Duan, Zhenqiang He, Zhenghe Chen, Yukun Chen, Wanming Hu, Ke Sai, Xiangheng Zhang, Jianchuan Xia, Yongqiang Li, Ranyi Liu, Chaowei Zou, Zhongping Chen, Yonggao Mou

“…Remarkably, two patients, including one diagnosed as diffuse hemispheric glioma H3 G34-mutant (G34-DHG, WHO grade 4) and the other diagnosed as astrocytoma (IDH1 mutation, WHO grade 3) survived more than 20 years without evidence of recurrence. The distinctive clinical feature of the two long-term survivors was tumor gross total resection (GTR) before CIK therapy. …”
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Characterization of the immune profile of oral tongue squamous cell carcinomas with advancing disease by Katie Meehan, Connull Leslie, Michaela Lucas, Angela Jacques, Bob Mirzai, James Lim, Max Bulsara, Yasir Khan, Nicholas C. Wong, Benjamin Solomon, Chady Sader, Peter Friedland, Gisela Mir Arnau, Timothy Semple, Annette M. Lim

“…Compared to less advanced disease, nodal involvement and recurrent OTSCC did not induce a different immune response although recurrent disease was characterized by significantly higher PD‐L1 expression (P = .004 by SP263, P = .013 by 22C3, P = .004 for gene expression). …”
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Digital Health Intervention for Patient Monitoring in Immune-Mediated Inflammatory Diseases: Cocreation and Feasibility Study of the IMIDoc Platform by Diego Benavent, Jose M Iniesta-Chamorro, Marta Novella-Navarro, Miguel Pérez-Martínez, Nuria Martínez-Sánchez, Mónica Kaffati, Manuel Juárez-García, Marina Molinari-Pérez, Andrea González-Torbay, Mariana Gutiérrez, Natalia López-Juanes, Victoria Navarro-Compán, Irene Monjo-Henry, Germán Rodríguez-Rosales, Javier Bachiller, Enrique Calvo-Aranda, Xabier Michelena, Laura Berbel-Arcobé, Alejandro Balsa, Enrique J Gómez, Chamaida Plasencia-Rodríguez

“…The development process included the identification of unmet clinical needs, user-centered app design, implementation of medication management features, patient data recording capabilities, and educational content. …”
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GEM-CRAP: a fusion architecture for focal seizure detection by Jianwei Shi, Yuanyuan Zhang, Ziang Song, Hang Xu, Yanfeng Yang, Lei Jin, Hengxin Dong, Zhaoying Li, Penghu Wei, Yongzhi Shan, Guoguang Zhao

“…Methods Our study proposes a supervised multilayer hybrid model called GEM-CRAP (gradient-enhanced modulation with CNN-RES, attention-like, and pre-policy networks), with three parallel feature extraction channels: a CNN-RES module, an amplitude-aware channel with attention-like mechanisms, and an LSTM-based pre-policy layer integrated into the recurrent neural network. …”
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Spatial phenotyping of human bronchial airways in obstructive lung disease by Latifa Khalfaoui, Raymond M. Moore, Jose. C. Villasboas, Kaitlyn R. Whitaker, Brenna C. Novotny, Michael A. Thompson, Christina M. Pabelick, Y. S. Prakash

“…Niche analysis demonstrated different recurrent cell-cell interactions in asthmatic and COPD cohorts. …”
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Defining neonatal status epilepticus: A scoping review from the ILAE neonatal task force by Magda L. Nunes, Elissa G. Yozawitz, Courtney J. Wusthoff, Renée A. Shellhaas, Efraín Olivas‐Peña, Jo M. Wilmshurst, Ronit M. Pressler, Chahnez C. Triki, Hans Hartmann, Terrie Inder, Geraldine B. Boylan, Kette Valente, Solomon L. Moshe, Eli M. Mizrahi, Nicholas S. Abend

“…Following a systematic literature review, articles were screened and data were abstracted regarding: (1) article characteristics (author identification, publication year, journal name, digital object identifier, title, objective, and study design); (2) cohort characteristics (sample size, gestational age, seizure etiology); (3) definition of SE and/or seizure burden; and (4) the method used to identify and classify SE, including routine EEG (EEG), continuous EEG monitoring (cEEG), amplitude‐integrated EEG (aEEG), or clinical features. …”
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Genetic findings of children with congenital heart diseases using chromosomal microarray and trio-based whole exome sequencing by Rui Guo, Chunhong Duan, Mehdi Zarrei, Miriam S. Reuter, Rui Dong, Guangye Zhang, Xiaomeng Yang, Haiyang Zhang, Ying Wang, Stephen W. Scherer, Yi Liu, Zhongtao Gai

“…Trio sequencing facilitated the identification of pathogenic variation (55.6% were de novo missense variants). …”
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Genomic profiling of a collection of patient-derived xenografts and cell lines identified ixabepilone as an active drug against chemo-resistant osteosarcoma by Maria Cristina Manara, Francesca Bruzzese, Laura Formentini, Lorena Landuzzi, Laura Pazzaglia, Maria Antonella Laginestra, Marianna Carrabotta, Maria Serena Roca, Federica Iannelli, Laura Grumetti, Laura Addi, Alessandro Parra, Camilla Cristalli, Michela Pasello, Alberto Bavelloni, Francesca Carreras, Francesca Ruzzi, Giuseppe Bianchi, Marco Gambarotti, Alberto Righi, Alfredo Budillon, Pier-Luigi Lollini, Katia Scotlandi

“…Abstract Background Osteosarcoma (OS) shows a multitude of genetic and chromosomal abnormalities together with large biological heterogeneity. These features limited the identification of novel drugs to treat patients with metastases and/or chemo-resistant tumors. …”
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Superficial Vein Thrombosis in an Asymptomatic Case of Cholangiocarcinoma with Recent History of COVID-19 by Mihai-Lucian Ciobica, Bianca-Andreea Sandulescu, Mihai Alexandru Sotcan, Lucian-Marius-Florin Dumitrescu, Lucian-George Eftimie, Cezar-Ionut Calin, Mihaela Iordache, Dragos Cuzino, Mara Carsote, Claudiu Nistor, Ana-Maria Radu

“…To our knowledge, this is the first identification of a CCA under these specific circumstances.…”
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Protein-protein interaction prediction using bidirectional GRUs with explicit ensemble. by Qiuhong Lan, Zhongtuan Zheng, Zhen Tang, Xuehua Qiu, Zhixiang Yin

“…The accurate in-silico identification of these interactions is a significant area of research in biology-related fields, which is crucial for protein function prediction and drug design. …”
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Research on Offshore Vessel Trajectory Prediction Based on PSO-CNN-RGRU-Attention by Wei Liu, Yu Cao

“…To address the problem of insufficient feature extraction capability of traditional recurrent neural networks (RNNs) in ship trajectory prediction in busy nearshore areas, this paper proposes a hybrid model based on Particle Swarm Optimization (PSO), Convolutional Neural Networks (CNN), Residual Networks, Attention Mechanism, and Gated Recurrent Units (GRU), named PSO-CNN-RGRU-Attention, for ship trajectory prediction. …”
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