Works about TRANSFORMER models

Results: 5000

Seizure prediction based on improved vision transformer model for EEG channel optimization.

Published in:

Computer Methods in Biomechanics & Biomedical Engineering, 2025, v. 28, n. 9, p. 1450, doi. 10.1080/10255842.2024.2326097

By:

Qi, Nan;
Piao, Yan;
Zhang, Hao;
Wang, Qi;
Wang, Yue

Publication type:

Article

Enhanced pulmonary nodule detection with U-Net, YOLOv8, and swin transformer.

Published in:

BMC Medical Imaging, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12880-025-01784-0

By:

Wang, Xing;
Wu, Houde;
Wang, Longshuang;
Chen, Jingxu;
Li, Yi;
He, Xinliu;
Chen, Ting;
Wang, Minghui;
Guo, Li

Publication type:

Article

Enhancing basal cell carcinoma classification in preoperative biopsies via transfer learning with weakly supervised graph transformers.

Published in:

BMC Medical Imaging, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12880-025-01710-4

By:

Björkman, Johan;
Lagerroth, Sigrid;
Siarov, Jan;
Yacob, Filmon;
Neittaanmäki, Noora

Publication type:

Article

Joint fusion of sequences and structures of drugs and targets for identifying targets based on intra and inter cross-attention mechanisms.

Published in:

BMC Biology, 2025, v. 23, n. 1, p. 1, doi. 10.1186/s12915-025-02256-1

By:

Zeng, Xin;
Su, Guang-Peng;
Du, Wen-Feng;
Jiang, Bei;
Li, Yi;
Yang, Zi-Zhong

Publication type:

Article

Plant disease classification in the wild using vision transformers and mixture of experts.

Published in:

Frontiers in Plant Science, 2025, p. 1, doi. 10.3389/fpls.2025.1522985

By:

Salman, Zafar;
Muhammad, Abdullah;
Han, Dongil

Publication type:

Article

Advancing 1.5T MR imaging: toward achieving 3T quality through deep learning super-resolution techniques.

Published in:

Frontiers in Human Neuroscience, 2025, p. 1, doi. 10.3389/fnhum.2025.1532395

By:

Jannat, Sk Rahatul;
Lynch, Kirsten;
Fotouhi, Maryam;
Cen, Steve;
Choupan, Jeiran;
Sheikh-Bahaei, Nasim;
Pandey, Gaurav;
Varghese, Bino A.

Publication type:

Article

A neural network-based model for cultivating applied talents in the context of industry-education integration.

Published in:

Discover Artificial Intelligence, 2025, v. 5, n. 1, p. 1, doi. 10.1007/s44163-025-00302-z

By:

Tong, Lei;
Zhang, Jingjing;
Yue, Lixiao;
Chen, Li;
Wang, Mengxiang

Publication type:

Article

Progress and challenges of artificial intelligence in lung cancer clinical translation.

Published in:

NPJ Precision Oncology, 2025, v. 9, n. 1, p. 1, doi. 10.1038/s41698-025-00986-7

By:

Zhu, Erjia;
Muneer, Amgad;
Zhang, Jianjun;
Xia, Yang;
Li, Xiaomeng;
Zhou, Caicun;
Heymach, John V.;
Wu, Jia;
Le, Xiuning

Publication type:

Article

Remote sensing image super-resolution based on cross-attention fusion of local and global features.

Published in:

Remote Sensing Letters, 2025, v. 16, n. 7, p. 784, doi. 10.1080/2150704X.2025.2502177

By:

Wanyan, Jingxuan;
He, Yuan;
Xiong, Chengyi;
Gao, Zhirong

Publication type:

Article

A Frequency-Selective Multi-Window Attention Model for EEG Motor Imagery Classification.

Published in:

Engineering Letters, 2025, v. 33, n. 7, p. 2864

By:

Yixin Wang;
Tianwei Shi;
Xintong Ye

Publication type:

Article

Multi-Scale Residual Vision Transformer (MSRViT): A Robust Framework for Remote Sensing Image Segmentation.

Published in:

Engineering Letters, 2025, v. 33, n. 7, p. 2778

By:

Guanlin Li;
Ji Zhao

Publication type:

Article

Reversible image steganography using transformer-based latent embedding.

Published in:

Advances in Science & Technology Research Journal, 2025, v. 19, n. 8, p. 148, doi. 10.12913/22998624/204419

By:

Veselska, Olga;
Ziubina, Ruslana

Publication type:

Article

Multi-view Fusion Transformer For 3D Whole-Body Mesh Recovery.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 7, p. 2358

By:

Junman Zhou;
Ziwei Zhou

Publication type:

Article

SwinAttention-HRNet: Optimizing Remote Sensing Image Recognition and Classification.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 7, p. 2267

By:

Guinan Wu;
Qinghong Wu

Publication type:

Article

New Method for Remaining Useful Life Prediction Based on Recurrence Multi‐Information Time‐Frequency Transformer Networks: RUL Prediction with Recurrence Multi‐Information TF Transformers.

Published in:

Quality & Reliability Engineering International, 2025, v. 41, n. 5, p. 1643, doi. 10.1002/qre.3740

By:

Lv, Shuai;
Liu, Shujie;
Li, Hongkun

Publication type:

Article

A Hybrid Learnable Fusion of ConvNeXt and Swin Transformer for Optimized Image Classification.

Published in:

Internet of Things (IoT), 2025, v. 6, n. 2, p. 30, doi. 10.3390/iot6020030

By:

Qezelbash-Chamak, Jaber;
Hicklin, Karen

Publication type:

Article

Steganalysis of Adaptive Multi-Rate Speech with Unknown Embedding Rates Using Multi-Scale Transformer and Multi-Task Learning Mechanism.

Published in:

Journal of Cybersecurity & Privacy, 2025, v. 5, n. 2, p. 29, doi. 10.3390/jcp5020029

By:

Sun, Congcong;
Abdullah, Azizol;
Samian, Normalia;
Roslan, Nuur Alifah

Publication type:

Article

MRD: A Linear-Complexity Encoder for Real-Time Vehicle Detection.

Published in:

World Electric Vehicle Journal, 2025, v. 16, n. 6, p. 307, doi. 10.3390/wevj16060307

By:

Li, Kaijie;
Huang, Xiaoci

Publication type:

Article

Survey on Image-Based Vehicle Detection Methods.

Published in:

World Electric Vehicle Journal, 2025, v. 16, n. 6, p. 303, doi. 10.3390/wevj16060303

By:

Adam, Mortda A. A.;
Tapamo, Jules R.

Publication type:

Article

BL-DATransformer Lifespan Degradation Prediction Model of Fuel Cell Using Relative Voltage Loss Rate Health Indicator.

Published in:

World Electric Vehicle Journal, 2025, v. 16, n. 6, p. 290, doi. 10.3390/wevj16060290

By:

Xu, Yinjie;
Wang, Jing;
Hu, Donghai;
Lu, Dagang;
Zhang, Xiaoyan;
Wei, Wenxuan;
Ding, Hua;
Zhang, Shupei

Publication type:

Article

Natural Language Processing for Aviation Safety: Predicting Injury Levels from Incident Reports in Australia.

Published in:

Modelling, 2025, v. 6, n. 2, p. 40, doi. 10.3390/modelling6020040

By:

Nanyonga, Aziida;
Joiner, Keith;
Turhan, Ugur;
Wild, Graham

Publication type:

Article

A Multi-Head Attention-Based Transformer Model for Predicting Causes in Aviation Incidents.

Published in:

Modelling, 2025, v. 6, n. 2, p. 27, doi. 10.3390/modelling6020027

By:

Nanyonga, Aziida;
Wasswa, Hassan;
Joiner, Keith;
Turhan, Ugur;
Wild, Graham

Publication type:

Article

A mathematical perspective on transformers.

Published in:

Bulletin (New Series) of the American Mathematical Society, 2025, v. 62, n. 3, p. 427, doi. 10.1090/bull/1863

By:

Geshkovski, Borjan;
Letrouit, Cyril;
Polyanskiy, Yury;
Rigollet, Philippe

Publication type:

Article

DF-ResTransUNet: Dual-Stream Feature Fusion Residual TransUNet for Polyp Segmentation.

Published in:

Journal of Circuits, Systems & Computers, 2025, v. 34, n. 15, p. 1, doi. 10.1142/S0218126625502974

By:

Wang, Wei

Publication type:

Article

A Novel Feature Enhancement Approach for Image Design Through Transformer-Integrated Generative Adversarial Network.

Published in:

Journal of Circuits, Systems & Computers, 2025, v. 34, n. 14, p. 1, doi. 10.1142/S0218126625502500

By:

Li, Hao;
Cheng, Zilu

Publication type:

Article

Speech Recognition Method for English Translators in Noisy Environments Based on Attention Mechanism.

Published in:

International Journal of High Speed Electronics & Systems, 2025, v. 34, n. 4, p. 1, doi. 10.1142/S012915642540350X

By:

Liu, Long

Publication type:

Article

A Study on Intelligent Insect Image Recognition Based on Overlap Patch Relevance Extraction and Classification.

Published in:

International Journal of High Speed Electronics & Systems, 2025, v. 34, n. 4, p. 1, doi. 10.1142/S0129156425402803

By:

Qian, Haizhong

Publication type:

Article

A Method for Personalized Delivery of Teaching Resources in Vocational Colleges Based on Mining User Browsing Information.

Published in:

International Journal of High Speed Electronics & Systems, 2025, v. 34, n. 4, p. 1, doi. 10.1142/S0129156425402542

By:

Cheng, Li

Publication type:

Article

Diagnosis of unbalanced bearing fault samples based on cycle generative adversarial networks.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 19, p. 13447, doi. 10.1007/s00521-025-11265-8

By:

Huang, Rihao;
Ma, Liangyu;
Hu, Jingchen;
Duan, Xiaochong;
Gao, Haitian;
Ma, Jin

Publication type:

Article

FaLa: feature-augmented location-aware transformer network for graph representation learning.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 19, p. 13835, doi. 10.1007/s00521-025-11264-9

By:

Morshed, Md Golam;
Sultana, Tangina;
Lee, Young-Koo

Publication type:

Article

Conducting patch contrastive learning with mixture of experts on mixed datasets for medical image segmentation.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 19, p. 14189, doi. 10.1007/s00521-025-11234-1

By:

Wang, Jiazhe;
Yoshie, Osamu;
Ieiri, Yuya

Publication type:

Article

Explainable artificial intelligence for wind power forecasting model based on long short-term memory.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 19, p. 14589, doi. 10.1007/s00521-025-11230-5

By:

Yassen, Mona Ahmed;
El-Kenawy, El-Sayed M.;
Abdel-Fattah, Mohamed Gamal;
Ismail, Islam;
Mostafa, Hossam El-Deen Salah

Publication type:

Article

NiNformer: a network in network transformer with token mixing generated gating function.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 19, p. 13411, doi. 10.1007/s00521-025-11226-1

By:

Abdullah, Abdullah Nazhat;
Aydin, Tarkan

Publication type:

Article

Toward precision cardiology: a transformer-based system for adaptive prediction of heart disease.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 19, p. 13547, doi. 10.1007/s00521-025-11172-y

By:

Talaat, Fatma M.;
Aly, Wesam F.

Publication type:

Article

Deep learning-based lung cancer classification of CT images.

Published in:

BMC Cancer, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12885-025-14320-8

By:

Faizi, Mohammad Khalid;
Qiang, Yan;
Wei, Yangyang;
Qiao, Ying;
Zhao, Juanjuan;
Aftab, Rukhma;
Urrehman, Zia

Publication type:

Article

Dual-Tree Complex Wavelet Transform for the Automatic Detection of the Common Cold Based on Speech Signals.

Published in:

Circuits, Systems & Signal Processing, 2025, v. 44, n. 7, p. 5107, doi. 10.1007/s00034-025-03041-9

By:

Warule, Pankaj;
Chandratre, Snigdha;
Daware, Smita;
Mishra, Siba Prasad;
Deb, Suman

Publication type:

Article

A Semi‐Supervised Transformer Survival Prediction Model for Lung Cancer.

Published in:

Advanced Functional Materials, 2025, v. 35, n. 26, p. 1, doi. 10.1002/adfm.202419005

By:

Teng, Jing;
Yang, Lan;
Wang, Shan;
Yu, Jing

Publication type:

Article

Temporal-Aware Neural Networks for Balancing Dynamic Preferences and Long-Term Interests in Recommendation Systems.

Published in:

Journal of Computing & Information Technology, 2025, v. 33, n. 2, p. 123, doi. 10.20532/cit.2025.1006009

By:

Yanting Xia;
Lin Zhang;
Zhou Yang;
Chichen Zhang;
Ting Guo

Publication type:

Article

Deep Learning Reveals Liver MRI Features Associated With PNPLA3 I148M in Steatotic Liver Disease.

Published in:

Liver International, 2025, v. 45, n. 7, p. 1, doi. 10.1111/liv.70164

By:

Chen, Yazhou;
Laevens, Benjamin P. M.;
Lemainque, Teresa;
Müller‐Franzes, Gustav Anton;
Seibel, Tobias;
Dlugosch, Carola;
Clusmann, Jan;
Koop, Paul‐Henry;
Gong, Rongpeng;
Liu, Yuanyuan;
Jakhar, Niharika;
Cao, Feng;
Schophaus, Simon;
Raju, Thriveni Basavanapura;
Raptis, Anastasia Artemis;
van Haag, Felix;
Joy, Joel;
Loomba, Rohit;
Valenti, Luca;
Kather, Jakob Nikolas

Publication type:

Article

Transformer-based fusion model for mild depression recognition with EEG and pupil area signals.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 7, p. 2011, doi. 10.1007/s11517-024-03269-8

By:

Zhu, Jing;
Li, Yuanlong;
Yang, Changlin;
Cai, Hanshu;
Li, Xiaowei;
Hu, Bin

Publication type:

Article

A Hybrid KAN-BiLSTM Transformer with Multi-Domain Dynamic Attention Model for Cybersecurity.

Published in:

Technologies (2227-7080), 2025, v. 13, n. 6, p. 223, doi. 10.3390/technologies13060223

By:

Chechkin, Aleksandr;
Pleshakova, Ekaterina;
Gataullin, Sergey

Publication type:

Article

Alzheimer's Disease Detection in Various Brain Anatomies Based on Optimized Vision Transformer.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 12, p. 1927, doi. 10.3390/math13121927

By:

Mehmood, Faisal;
Mehmood, Asif;
Whangbo, Taeg Keun

Publication type:

Article

A Polyp Segmentation Algorithm Based on Local Enhancement and Attention Mechanism.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 12, p. 1925, doi. 10.3390/math13121925

By:

Fan, Lanxi;
Jiang, Yu

Publication type:

Article

A Study on Predicting Key Times in the Takeout System's Order Fulfillment Process.

Published in:

Systems, 2025, v. 13, n. 6, p. 457, doi. 10.3390/systems13060457

By:

Hu, Dongyi;
Deng, Wei;
Jiang, Zilong;
Shi, Yong

Publication type:

Article

Hybrid Self-Attention Transformer U-Net for Fourier Single-Pixel Imaging Reconstruction at Low Sampling Rates.

Published in:

Photonics, 2025, v. 12, n. 6, p. 568, doi. 10.3390/photonics12060568

By:

Chen, Haozhen;
Zhang, Hancui;
Zou, Bo;
Wu, Long

Publication type:

Article

Deep Learning-Based Fluid Identification with Residual Vision Transformer Network (ResViTNet).

Published in:

Processes, 2025, v. 13, n. 6, p. 1707, doi. 10.3390/pr13061707

By:

Liang, Yunan;
Zhang, Bin;
Wang, Wenwen;
Fang, Sinan;
Zhang, Zhansong;
Peng, Liang;
Zhang, Zhiyang

Publication type:

Article

Data-Driven Multi-Scale Channel-Aligned Transformer for Low-Carbon Autonomous Vessel Operations: Enhancing CO 2 Emission Prediction and Green Autonomous Shipping Efficiency.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 6, p. 1143, doi. 10.3390/jmse13061143

By:

Ni, Jiahao;
Tian, Hongjun;
Zhang, Kaijie;
Xue, Yihong;
Xiong, Yang

Publication type:

Article

Financial Sentiment Analysis and Classification: A Comparative Study of Fine-Tuned Deep Learning Models.

Published in:

International Journal of Financial Studies, 2025, v. 13, n. 2, p. 75, doi. 10.3390/ijfs13020075

By:

Nasiopoulos, Dimitrios K.;
Roumeliotis, Konstantinos I.;
Sakas, Damianos P.;
Toudas, Kanellos;
Reklitis, Panagiotis

Publication type:

Article

Mapping the Spatial Distribution of Noxious Weed Species with Time-Series Data in Degraded Grasslands in the Three-River Headwaters Region, China.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 12, p. 5424, doi. 10.3390/su17125424

By:

Huang, Xianglin;
An, Ru;
Wang, Huilin

Publication type:

Article

A Hybrid BiLSTM-TE Architecture for Spring Discharge Prediction in Data-Scarce Regions.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 12, p. 5401, doi. 10.3390/su17125401

By:

Liang, Yan;
Gu, Shuai;
Ma, Chunmei;
Hao, Yonghong;
Hao, Huiqing;
Ma, Shilei;
Zhang, Juan;
Wang, Xueting

Publication type:

Article