Works matching DE "DEEP learning"

Results: 5000

A Novel Machine and Deep Learning–Based Ensemble Techniques for Automatic Lung Cancer Detection.

Published in:

BioMed Research International, 2025, v. 2025, p. 1, doi. 10.1155/bmri/6666688

By:

Ansari, Mohd Munazzer;
Kumar, Shailendra;
Chola, Channabasava;
Heyat, Md Belal Bin;
Akhtar, Faijan;
Hayat, Mohd Ammar Bin;
Sayeed, Eram;
Parveen, Saba;
Abbasi, Rashid;
Pomary, Dustin;
Tyagi, Abhishek

Publication type:

Article

Pathological omics prediction of early and advanced colon cancer based on artificial intelligence model.

Published in:

Discover Oncology, 2025, v. 16, n. 1, p. 1, doi. 10.1007/s12672-025-03119-5

By:

Wang, Zhe;
Wu, Yang;
Li, Yingjie;
Wang, Qingwen;
Yi, Hongfei;
Shi, Hongyan;
Sun, Xinyue;
Liu, Chengxiang;
Wang, Kuanyu

Publication type:

Article

Efficient and secure multi-party computation protocol supporting deep learning.

Published in:

Cybersecurity (2523-3246), 2025, v. 8, n. 1, p. 1, doi. 10.1186/s42400-024-00343-4

By:

Zhang, Shancheng;
Qu, Gang;
Zhang, Zongyang;
Huang, Minzhe;
Jin, Haochun;
Yang, Liqun

Publication type:

Article

Metal commodity futures price forecasting based on a hybrid secondary decomposition error-corrected model.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01240-4

By:

Zhang, Yuetong;
Peng, Ying;
Song, Yuping

Publication type:

Article

Dynamic SOFA component scores-based deep learning for short to long-term mortality prediction in sepsis survivors.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01234-2

By:

Wei, Juan;
Lin, Feihong;
Jin, Tian;
Yao, Qian;
Wang, Sheng;
Feng, Di;
Lv, Xin;
He, Wen

Publication type:

Article

Deep learning-based tumor segmentation and radiogenomic model for predicting EGFR amplification and assessing intratumoural heterogeneity in glioblastoma.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01221-7

By:

Liu, Jianpeng;
Shen, Chuyun;
Jiang, Shufan;
Wu, Yanfei;
Tu, Jiaqi;
Bao, Yifang;
Li, Haiqing;
Wang, Na;
Liu, Ying;
Xiong, Ji;
Liu, Xueling;
Li, Yuxin

Publication type:

Article

Comprehensive review of artificial intelligence applications in renewable energy systems: current implementations and emerging trends.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01178-7

By:

Ejiyi, Chukwuebuka Joseph;
Cai, Dongsheng;
Thomas, Dara;
Obiora, Sandra;
Osei-Mensah, Emmanuel;
Acen, Caroline;
Eze, Francis O.;
Sam, Francis;
Zhang, Qingxian;
Bamisile, Olusola O.

Publication type:

Article

Adaptive malware identification via integrated SimCLR and GRU networks.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-08556-4

By:

Alsubaei, Faisal S.;
Almazroi, Abdulwahab Ali;
Atwa, Walid Said;
Almazroi, Abdulaleem Ali;
Ayub, Nasir;
Jhanjhi, N. Z.

Publication type:

Article

Map geographic information road extraction method based on generative adversarial network and U-Net.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-10979-y

By:

Liu, Guangchun;
He, Huan;
Gao, Yun;
Zhang, Guangbao;
Cao, Tianyu

Publication type:

Article

Digital security risk identification and model construction of smart city based on deep learning.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-09894-z

By:

Zhao, Zhilei

Publication type:

Article

A meta fusion model combining geographic data and twitter sentiment analysis for predicting accident severity.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-91484-0

By:

Khan, Areeba Naseem;
Shah, Yaser Ali;
Khan, Wasiat;
Khalil, Amaad;
Khan, Jebran

Publication type:

Article

Integrated deep learning framework for driver distraction detection and real-time road object recognition in advanced driver assistance systems.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-08475-4

By:

Salakapuri, Rakesh;
Navuri, Naveen Kumar;
Vobbilineni, Thrimurthulu;
Ravi, G.;
Karmakonda, Karthik;
vardhan, K. Asish

Publication type:

Article

Mobile malware detection method using improved GhostNetV2 with image enhancement technique.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-07742-8

By:

Du, Yao;
Gao, CaiXia;
Chen, Xi;
Cui, MengTian;
Xu, LiLi;
Ning, AoJi

Publication type:

Article

Structural differences between human and mouse neurons and their implementation in generative AIs.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-10912-3

By:

Saiga, Rino;
Shiga, Kaede;
Maruta, Yo;
Inomoto, Chie;
Kajiwara, Hiroshi;
Nakamura, Naoya;
Kakimoto, Yu;
Yamamoto, Yoshiro;
Yasutake, Masahiro;
Uesugi, Masayuki;
Takeuchi, Akihisa;
Uesugi, Kentaro;
Terada, Yasuko;
Suzuki, Yoshio;
Nikitin, Viktor;
De Andrade, Vincent;
De Carlo, Francesco;
Yamashita, Yuichi;
Itokawa, Masanari;
Ide, Soichiro

Publication type:

Article

Detecting and classifying breast masses via YOLO-based deep learning.

Published in:

2025

By:

Karaca Aydemir, Büşra Kübra;
Telatar, Ziya;
Güney, Selda;
Dengiz, Berna

Publication type:

Conference Paper/Materials

Brain tumor diagnosis using modified DenseNet121 architecture with adaptive learning rate and callback mechanism.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 11527, doi. 10.1007/s00521-025-11150-4

By:

Venkatachalam, Chandrasekar;
Shah, Priyanka;
Renukadevi, P.;
John, Sincy;
Venkatachalam, Shanmugavalli

Publication type:

Article

Polyp segmentation with colonoscopic images: a study.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 11311, doi. 10.1007/s00521-025-11144-2

By:

Akgöl, Yaren;
Toptaş, Buket;
Toptaş, Murat

Publication type:

Article

Multi-scale feature fusion for facial expression recognition.

Published in:

2025

By:

Guo, Jiatao;
Peng, Junjie;
Huang, Yansong;
Chen, Gan;
Cai, Zesu;
Tan, Shuhua

Publication type:

Conference Paper/Materials

Deep learning for recognition and detection of plant diseases and pests.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 11265, doi. 10.1007/s00521-025-11125-5

By:

Yue, Xiang;
Qi, Kai;
Na, Xinyi;
Liu, Yanhua;
Yang, Fuhao;
Wang, Wei

Publication type:

Article

A survey of deep learning methods on cell instance segmentation.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 11195, doi. 10.1007/s00521-025-11119-3

By:

Wang, Ching-Wei;
Lee, Wei-Tang;
Su, Ting-Sheng

Publication type:

Article

Deep learning for iris recognition: a review.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 11125, doi. 10.1007/s00521-025-11109-5

By:

Yin, Yimin;
He, Siliang;
Zhang, Renye;
Chang, Hongli;
Zhang, Jinghua

Publication type:

Article

Enhancing single-lead electrocardiogram arrhythmia detection with empirical mode decomposition.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 11583, doi. 10.1007/s00521-025-11089-6

By:

Issa, Mohamed F.;
Yousry, Ahmed;
Tuboly, Gergely;
Wang, Zeyu;
Zoltan, Juhasz;
Selim, Mazen M.;
AbuEl-Atta, Ahmed H.

Publication type:

Article

Enhancing the efficiency of lung cancer screening: predictive models utilizing deep learning from CT scans.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 11459, doi. 10.1007/s00521-025-11084-x

By:

Tawfeek, Medhat A.;
Alrashdi, Ibrahim;
Alruwaili, Madallah;
Shaban, Warda M.;
Talaat, Fatma M.

Publication type:

Article

Comprehensive analysis of various imputation and forecasting models for predicting PM2.5 pollutant in Delhi.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 11441, doi. 10.1007/s00521-025-11047-2

By:

Karnati, Hemanth;
Soma, Anuraag;
Alam, Adnan;
Kalaavathi, B

Publication type:

Article

A novel human action recognition using Grad-CAM visualization with gated recurrent units.

Published in:

2025

By:

Jayamohan, M.;
Yuvaraj, S.

Publication type:

Conference Paper/Materials

Exploring distribution-based approaches for out-of-distribution detection in deep learning models.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 10807, doi. 10.1007/s00521-024-10912-w

By:

Carvalho, Thiago;
Vellasco, Marley;
Amaral, José Franco

Publication type:

Article

In-depth survey: deep learning in recommender systems—exploring prediction and ranking models, datasets, feature analysis, and emerging trends.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 10875, doi. 10.1007/s00521-024-10866-z

By:

Gheewala, Shivangi;
Xu, Shuxiang;
Yeom, Soonja

Publication type:

Article

Memetic algorithm-based optimization of hybrid forecasting systems for multivariate time series.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 10689, doi. 10.1007/s00521-024-10618-z

By:

Padilha, Guilherme Afonso Galindo;
Jung, Jason J.;
de Mattos Neto, Paulo S. G.

Publication type:

Article

An explainable approach for prediction of remaining useful life in turbofan condition monitoring.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 10621, doi. 10.1007/s00521-024-10605-4

By:

Mansourvar, Zahra;
Jahangoshai Rezaee, Mustafa;
Eshkevari, Milad

Publication type:

Article

Deep learning approaches and data augmentation for melanoma detection.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 10591, doi. 10.1007/s00521-024-10590-8

By:

Alzamel, Mai;
Iliopoulos, Costas;
Lim, Zara

Publication type:

Article

Dual Bi-LSTM-GRU based stance detection in tweets ordered classes.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 10439, doi. 10.1007/s00521-024-10549-9

By:

Poonam, Km;
Ramakrishnudu, Tene

Publication type:

Article

Sustainable deep vision systems for date fruit quality assessment using attention-enhanced deep learning models.

Published in:

Frontiers in Plant Science, 2025, p. 1, doi. 10.3389/fpls.2025.1521508

By:

Hassan, Esraa;
Ghazalah, Sarah Abu;
El-Rashidy, Nora;
El-Hafeez, Tarek Abd;
Shams, Mahmoud Y.

Publication type:

Article

Assessment of prostate cancer aggressiveness through the combined analysis of prostate MRI and 2.5D deep learning models.

Published in:

Frontiers in Oncology, 2025, p. 1, doi. 10.3389/fonc.2025.1539537

By:

Wang, Yalei;
Xin, Yuqing;
Zhang, Baoqi;
Pan, Fuqiang;
Li, Xu;
Zhang, Manman;
Yuan, Yushan;
Zhang, Lei;
Ma, Peiqi;
Guan, Bo;
Zhang, Yang

Publication type:

Article

Deep Learning Discovers New Morphological Features while Predicting Genetic Alterations from Histopathology of Papillary Thyroid Carcinoma.

Published in:

Thyroid, 2025, v. 35, n. 7, p. 771, doi. 10.1089/thy.2024.0691

By:

Marion, Ingrid;
Schulz, Stefan;
Glasner, Christina;
Kather, Jakob Nikolas;
Truhn, Daniel;
Eckstein, Markus;
Mueller, Celine;
Fernandez, Aurélie;
Marquard, Simone;
Oliver Metzig, Marie;
Roth, Wilfried;
Gaida, Matthias Martin;
Strobl, Stephanie;
Wagner, Daniel-Christoph;
Schad, Arno;
Jesinghaus, Moritz;
Hartmann, Nils;
Musholt, Thomas Johannes;
Staubitz-Vernazza, Julia I.;
Foersch, Sebastian

Publication type:

Article

Learning interpretable network dynamics via universal neural symbolic regression.

Published in:

Nature Communications, 2025, v. 16, n. 1, p. 1, doi. 10.1038/s41467-025-61575-7

By:

Hu, Jiao;
Cui, Jiaxu;
Yang, Bo

Publication type:

Article

Design and structure of overlapping regions in PCA via deep learning.

Published in:

Synthetic & Systems Biotechnology, 2025, v. 10, n. 2, p. 442, doi. 10.1016/j.synbio.2024.12.007

By:

Yan Zheng;
Xi-Chen Cui;
Fei Guo;
Ming-Liang Dou;
Ze-Xiong Xie;
Ying-Jin Yuan

Publication type:

Article

Unified physio-thermodynamic descriptors via learned CO<sub>2</sub> adsorption properties in metal-organic frameworks.

Published in:

NPJ Computational Materials, 2025, v. 11, n. 1, p. 1, doi. 10.1038/s41524-025-01700-8

By:

Lin, Emily;
Zhong, Yang;
Chen, Gang;
Deng, Sili

Publication type:

Article

A novel integrated approach to predict the sodium absorption ratio (SAR) of groundwater sustainability using deep learning models and SHAP approach.

Published in:

Applied Water Science, 2025, v. 15, n. 7, p. 1, doi. 10.1007/s13201-025-02521-2

By:

Moharir, Kanak N.;
Pande, Chaitanya Baliram;
Chakrabortty, Rabin;
Pramanik, Malay;
Paneerselvam, Balamurugan;
Katipoğlu, Okan Mert;
Pal, Subodh Chandra;
Scholz, Miklas;
Yadav, Krishna Kumar;
Mansour, Lamjed;
Elsahabi, Mohamed

Publication type:

Article

Angle-based regularized deep learning model for gauging effectiveness in performing yoga postures.

Published in:

Sport Sciences for Health, 2025, v. 21, n. 2, p. 905, doi. 10.1007/s11332-025-01328-7

By:

Rawat, Akshansh;
Balasundaram, Ananthakrishnan;
Vaithilingam, Chockalingam Aravind

Publication type:

Article

Leveraging Satellite Imagery and Machine Learning for Urban Green Space Assessment: A Case Study from Riyadh City.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 6118, doi. 10.3390/su17136118

By:

Alfarhood, Meshal;
Alahmad, Abdullah;
Alalwan, Abdalrahman;
Alkulaib, Faisal

Publication type:

Article

Assessing Renewable Energy Adoption to Achieve Sustainable Development Goals in Ha'il Region.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 6097, doi. 10.3390/su17136097

By:

Triki, Rabab;
Mahmoud, Shawky Mohamed;
Bahou, Younès;
Boudabous, Mohamed Mahdi

Publication type:

Article

Spatiotemporal Decoupling of Vegetation Productivity and Sustainable Carbon Sequestration in Karst Ecosystems: A Deep-Learning Synthesis of Climatic and Anthropogenic Drivers.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 5840, doi. 10.3390/su17135840

By:

Ma, Runping;
Wang, Maofa;
Wang, Chengcheng;
Zhang, Yibo;
Zhou, Xiang;
Jiang, Li

Publication type:

Article

Deep Learning Models and Their Ensembles for Robust Agricultural Yield Prediction in Saudi Arabia.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 5807, doi. 10.3390/su17135807

By:

Sbai, Zohra

Publication type:

Article

Developing a Deep Learning-Based Sentiment Analysis System of Hotel Customer Reviews for Sustainable Tourism.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 5756, doi. 10.3390/su17135756

By:

Erdoğan, Dilşad;
Kayakuş, Mehmet;
Çelik Çaylak, Pinar;
Ekşili, Nisa;
Moiceanu, Georgiana;
Kabas, Onder;
Ichimov, Mirona Ana Maria

Publication type:

Article

Short-horizon neonatal seizure prediction using EEG-based deep learning.

Published in:

PLoS Digital Health, 2025, v. 4, n. 7, p. 1, doi. 10.1371/journal.pdig.0000890

By:

Kim, Jonathan;
Amorim, Edilberto;
Rao, Vikram R.;
Glass, Hannah C.;
Bernardo, Danilo

Publication type:

Article

Visual WetlandBirds Dataset: Bird Species Identification and Behavior Recognition in Videos.

Published in:

Scientific Data, 2025, v. 12, n. 1, p. 1, doi. 10.1038/s41597-025-05516-5

By:

Rodriguez-Juan, Javier;
Ortiz-Perez, David;
Benavent-Lledo, Manuel;
Mulero-Pérez, David;
Ruiz-Ponce, Pablo;
Orihuela-Torres, Adrian;
Garcia-Rodriguez, Jose;
Sebastián-González, Esther

Publication type:

Article

Cross-Domain Approach for Automated Thyroid Classification Using Diff-Quick Images.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2191, doi. 10.3390/math13132191

By:

Do, Thanh-Ha;
Le, Huy;
Dang, Minh-Huong Hoang;
Nguyen, Van-De;
Do, Phuc

Publication type:

Article

DMET: Dynamic Mask-Enhanced Transformer for Generalizable Deep Image Denoising.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2167, doi. 10.3390/math13132167

By:

Zhu, Tong;
Li, Anqi;
Wang, Yuan-Gen;
Su, Wenkang;
Jiang, Donghua

Publication type:

Article

Enhancing Stock Price Forecasting with CNN-BiGRU-Attention: A Case Study on INDY.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2148, doi. 10.3390/math13132148

By:

Louisa, Madilyn;
Darmawan, Gumgum;
Tantular, Bertho

Publication type:

Article

VMD-SE-CEEMDAN-BO-CNNGRU: A Dual-Stage Mode Decomposition Hybrid Deep Learning Model for Microseismic Time Series Prediction.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2121, doi. 10.3390/math13132121

By:

Cui, Mingyi;
Hou, Enke;
Hou, Pengfei

Publication type:

Article