iPro-CSAF: identification of promoters based on convolutional spiking neural networks and spiking attention mechanism by Qian Zhou, Jie Meng, Hao Luo

“…A promoter is a DNA segment which plays a key role in regulating gene expression. Accurate identification of promoters is significant for understanding the regulatory mechanisms involved in gene expression and genetic disease treatment. …”
Get full text

Improving speaker-independent visual language identification using deep neural networks with training batch augmentation by Jacob L. Newman

“…Visual Language Identification (VLID) is concerned with using the appearance and movement of the mouth to determine the identity of spoken language. …”
Get full text

Secure Biometric Identification Using Orca Predators Algorithm With Deep Learning: Retinal Iris Image Analysis by Louai A. Maghrabi, Mohammed Altwijri, Sami Saeed Binyamin, Fouad Shoie Alallah, Diaa Hamed, Mahmoud Ragab

“…The retina and iris are exclusive and constant functional features of the human eye that can be employed for individual identification. …”
Get full text

Estimation of Accuracy in Human Gender Identification and Recall Values Based on Voice Signals Using Different Classifiers by Abhishek Singhal, Devendra Kumar Sharma

“…MFCCs are the most convenient and reliable feature that configures the gender identification system. …”
Get full text

Sea Surface Floating Small-Target Detection Based on Dual-Feature Images and Improved MobileViT by Yang Liu, Hongyan Xing, Tianhao Hou

“…Small-target detection in sea clutter is a key challenge in marine radar surveillance, crucial for maritime safety and target identification. This study addresses the challenge of weak feature representation in one-dimensional (1D) sea clutter time-series analysis and suboptimal detection performance for sea surface small targets. …”
Get full text

Development of a machine learning-based model to predict urethral recurrence following radical cystectomy: a multicentre retrospective study and updated meta-analysis by Bo Fan, Luxin Zhang, Hepeng Cui, Shanshan Bai, Haifeng Gao, Shengxiang Xiang, Yuchao Wang, Zhuwei Song, Jiaqiang Chen, Guanghai Yu, Jianbo Wang, Liang Wang, Zhiyu Liu

“…Abstract Urethral recurrence (UR) following radical cystectomy for bladder cancer represents an aggressive disease failure with typically poor survival outcomes. …”
Get full text

A novel approach for music genre identification using ZFNet, ELM, and modified electric eel foraging optimizer by Shuang Zhang, Zhiyong Sun, Hasan Jafari

“…The present research suggests a new method for music genre identification via integrating deep learning models with a metaheuristic algorithm. …”
Get full text

Identification of a novel, pathogenic CREBBP variant in a patient with Menke-Hennekam syndrome: a Case Report by Anna Μaria Anastasiou, Anna Μaria Anastasiou, Constantia Aristidou, Athina Theodosiou, Ludmila Kousoulidou, Ioannis Papaevripidou, Angelos Alexandrou, Paola Evangelidou, Carolina Sismani, George A. Tanteles, George A. Tanteles, Despina Sanoudou, Despina Sanoudou, Aristides G. Eliopoulos, Aristides G. Eliopoulos

“…The clinical presentation of the patient included global developmental delay, intellectual disability, growth retardation, and distinct craniofacial dysmorphisms, resembling known MKHK subtypes, but also exhibiting less common or unique features such as excessive palmar skin and the absence of recurrent infections and autism spectrum behaviors. …”
Get full text

Predicting vessel recanalization in extracranial internal carotid artery dissection: a nomogram based on ultrasonography and clinical features by Xinchun Xu, Xinchun Xu, Xinchun Xu, Yanhong Yan, Yanhong Yan, Yafeng Qu, Lianlian Zhang, Lianlian Zhang, Pinjing Hui, Pinjing Hui

“…BackgroundExtracranial internal carotid artery dissection (EICAD) is a prominent factor in ischemic stroke in young patients, and vessel recanalization is correlated with stroke recurrence. We propose to determine the possible association between carotid duplex ultrasound (CDU) features, clinical factors, and vessel recanalization in EICAD patients.MethodsIn the current retrospective study, data from 202 patients diagnosed with EICAD by CDU and confirmed by computed tomography angiography (CTA) or high-resolution magnetic resonance imaging (HRMRI) were encompassed. …”
Get full text

HoloMoA: a holography and deep learning tool for the identification of antimicrobial mechanisms of action and the detection of novel MoA by Zohreh Sedaghat, Benoît Courbon, Héloïse Botrel, Hélène Dugua, Pawel Tulinski, Laethitia Alibaud, Lucia Pagani, Derry Mercer, Cyril Guyard, Christophe Védrine, Sophie Dixneuf

Get full text

Identification and validation of a lenvatinib resistance-related prognostic signature in HCC, in which PFKFB4 contributes to tumor progression and lenvatinib resistance by Jinfeng Wang, Jianfei Shi, Lili Mi, Ning Li, Xin Han, Man Zhao, Xiaoling Duan, Guangjie Han, Jiaojiao Hou, Fei Yin

Get full text

Capturing Global Structural Features and Global Temporal Dependencies in Dynamic Social Networks Using Graph Convolutional Networks for Enhanced Analysis by Ling Wu, Boen Li, Kun Guo, Qishan Zhang

“…This dynamic diffusion process can be viewed as using higher-order subgraph embeddings to guide the generation of lower-order subgraph embeddings, and we model this process using gate recurrent unit (GRU) to extract comprehensive global structural features of the graph and the evolutionary processes embedded among subgraphs. …”
Get full text

Vegetation classification in a subtropical region with Sentinel-2 time series data and deep learning by Ming Zhang, Dengqiu Li, Guiying Li, Dengsheng Lu

“…The class separability of the features generated by each model was evaluated and the importance of spectral and temporal features was further examined through gradient backpropagation. …”
Get full text

VARIANTS OF С-572G OF IL6 AND С-1112T OF IL13 GENES POLYMORPHISMS AND FEATURES OF THE CLINICAL COURSE OF DIFFUSE TOXIC GOITER by N. E. Peikrishvili, S. V. Dora, A. R. Volkova, A. A. Panteleeva, S. N. Pchelina, E. V. Shlyakhto

“…We examined 270 patients with diffuse toxic goiter and 200 healthy persons (reference subjects)with the help of molecular genetic analysis of polymorphic variants of the gene encoding the Pro-inflammatory cytokines. Identification of C-572G of IL6 gene and C-1112T of IL13gene was performed using the PCR method followed by the restriction analysis.Results. …”
Get full text

Development of an MRI based artificial intelligence model for the identification of underlying atrial fibrillation after ischemic stroke: a multicenter proof-of-concept analysisRes... by Zijie Zhang, Yang Ding, Kaibin Lin, Wenli Ban, Luyue Ding, Yudong Sun, Chuanliang Fu, Yihang Ren, Can Han, Xue Zhang, Xiaoer Wei, Shundong Hu, Yuwu Zhao, Li Cao, Jun Wang, Saman Nazarian, Ying Cao, Lan Zheng, Min Zhang, Jianliang Fu, Jingbo Li, Xiang Han, Dahong Qian, Dong Huang

Get full text

BPFun: a deep learning framework for bioactive peptide function prediction using multi-label strategy by transformer-driven and sequence rich intrinsic information by Lun Zhu, Hao Sun, Sen Yang

Get full text

Continuous Speech-Based Fatigue Detection and Transition State Prediction for Air Traffic Controllers by Susmitha Vekkot, Surya Teja Chavali, Charan Tej Kandavalli, Rama Sai Abhishek Podila, Deepa Gupta, Mohammed Zakariah, Yousef Ajami Alotaibi

“…The main contributions of this work are the creation of a continuous speech ATC dataset and the identification of a lightweight optimum feature set for fatigue classification from ATC speech. …”
Get full text

Advancing multidisciplinary management of pediatric hyperinflammatory disorders by Francesco La Torre, Giovanni Meliota, Adele Civino, Angelo Campanozzi, Valerio Cecinati, Enrico Rosati, Emanuela Sacco, Nicola Santoro, Ugo Vairo, Fabio Cardinale

“…Each disorder exhibits distinct pathophysiological mechanisms and clinical features, yet their overlapping presentations often pose diagnostic challenges. …”
Get full text

EDGE-BASED VIDEO RECOGNITION: ADVANCING DEEP LEARNING FOR EFFICIENT VISUAL by Sai Babu Veesam, Aravapalli Rama Satish

“…The model achieves remarkable accuracy rates across various action identification tasks, notably scoring 97.36% accuracy for jumping, 98.72% for strolling, 98.09% for running, and 98.26% for hand gestures. …”
Get full text

Immunity to urinary tract infection: What the clinician should know by Ruxandra Calin, Julia Hafner, Molly A. Ingersoll

“…Recurrence is a defining feature of UTI, yet effective non-antibiotic strategies remain difficult to establish due to a knowledge gap in pathogenesis and influence of host immune responses and microbial communities. …”
Get full text