Works about DEEP learning

Results: 5000

Machine learning and deep learning systems for automated measurement of 'advanced' theory of mind: Reliability and validity in children and adolescents.

Published in:

2023

By:

Devine, Rory T.;
Kovatchev, Venelin;
Grumley Traynor, Imogen;
Smith, Phillip;
Lee, Mark

Publication type:

Journal Article

Robust whole-body PET image denoising using 3D diffusion models: evaluation across various scanners, tracers, and dose levels.

Published in:

European Journal of Nuclear Medicine & Molecular Imaging, 2025, v. 52, n. 7, p. 2549, doi. 10.1007/s00259-025-07122-4

By:

Yu, Boxiao;
Ozdemir, Savas;
Dong, Yafei;
Shao, Wei;
Pan, Tinsu;
Shi, Kuangyu;
Gong, Kuang

Publication type:

Article

Evaluation of deep learning-based scatter correction on a long-axial field-of-view PET scanner.

Published in:

European Journal of Nuclear Medicine & Molecular Imaging, 2025, v. 52, n. 7, p. 2563, doi. 10.1007/s00259-025-07120-6

By:

Laurent, Baptiste;
Bousse, Alexandre;
Merlin, Thibaut;
Rominger, Axel;
Shi, Kuangyu;
Visvikis, Dimitris

Publication type:

Article

Artificial intelligence-based cardiac transthyretin amyloidosis detection and scoring in scintigraphy imaging: multi-tracer, multi-scanner, and multi-center development and evaluation study.

Published in:

European Journal of Nuclear Medicine & Molecular Imaging, 2025, v. 52, n. 7, p. 2513, doi. 10.1007/s00259-025-07117-1

By:

Salimi, Yazdan;
Shiri, Isaac;
Mansouri, Zahra;
Sanaat, Amirhossein;
Hajianfar, Ghasem;
Hervier, Elsa;
Bitarafan, Ahmad;
Caobelli, Federico;
Hundertmark, Moritz;
Mainta, Ismini;
Gräni, Christoph;
Nkoulou, René;
Zaidi, Habib

Publication type:

Article

Eliminating the second CT scan of dual-tracer total-body PET/CT via deep learning-based image synthesis and registration.

Published in:

European Journal of Nuclear Medicine & Molecular Imaging, 2025, v. 52, n. 7, p. 2589, doi. 10.1007/s00259-025-07113-5

By:

Lin, Yu;
Wang, Kang;
Zheng, Zhe;
Yu, Haojun;
Chen, Shuguang;
Tang, WenXin;
He, Yibo;
Gao, Huaping;
Yang, Runjun;
Xie, Yunzhe;
Yang, Junjie;
Hou, Xiaoguang;
Wang, Shuo;
Shi, Hongcheng

Publication type:

Article

Generative artificial intelligence enables the generation of bone scintigraphy images and improves generalization of deep learning models in data-constrained environments.

Published in:

European Journal of Nuclear Medicine & Molecular Imaging, 2025, v. 52, n. 7, p. 2355, doi. 10.1007/s00259-025-07091-8

By:

Haberl, David;
Ning, Jing;
Kluge, Kilian;
Kumpf, Katarina;
Yu, Josef;
Jiang, Zewen;
Constantino, Claudia;
Monaci, Alice;
Starace, Maria;
Haug, Alexander R.;
Calabretta, Raffaella;
Camoni, Luca;
Bertagna, Francesco;
Mascherbauer, Katharina;
Hofer, Felix;
Albano, Domenico;
Sciagra, Roberto;
Oliveira, Francisco;
Costa, Durval;
Nitsche, Christian

Publication type:

Article

Optimizing MR-based attenuation correction in hybrid PET/MR using deep learning: validation with a flatbed insert and consistent patient positioning.

Published in:

European Journal of Nuclear Medicine & Molecular Imaging, 2025, v. 52, n. 7, p. 2577, doi. 10.1007/s00259-025-07086-5

By:

Wang, Hanzhong;
Wang, Yue;
Xue, Qiaoyi;
Zhang, Yu;
Qiao, Xiaoya;
Lin, Zengping;
Zheng, Jiaxu;
Zhang, Zheng;
Yang, Yang;
Zhang, Min;
Huang, Qiu;
Huang, Yanqi;
Cao, Tuoyu;
Wang, Jin;
Li, Biao

Publication type:

Article

Physics-guided deep learning strategy for 2D structure reconstruction from diffraction patterns.

Published in:

Communications Physics, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s42005-025-02152-8

By:

Fu, Rong;
Su, Tianhao;
Li, Musen;
Wu, Yue;
Ouyang, Runhai;
Solina, Danica;
Cortie, Michael;
Zhang, Tongyi;
Hu, Shunbo;
Ren, Zhongming

Publication type:

Article

Event-guided temporally super-resolved synchrotron X-ray imaging.

Published in:

Communications Physics, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s42005-025-02142-w

By:

Wang, Hongjian;
Hadjiivanov, Alexander;
Blazquez, Emmanuel;
Schlepütz, Christian M.;
Stampanoni, Marco;
Lovric, Goran

Publication type:

Article

A trainable variational Chan-Vese network based on algorithm unfolding for image segmentation.

Published in:

Mathematical Foundations of Computing, 2025, v. 8, n. 5, p. 1, doi. 10.3934/mfc.2024030

By:

Cui, Zhaolong;
Pan, Tony Yuxiang;
Yang, Guangyu;
Zhao, Junli;
Wei, Weibo

Publication type:

Article

Large Scale MRI Collection and Segmentation of Cirrhotic Liver.

Published in:

Scientific Data, 2025, v. 12, n. 1, p. 1, doi. 10.1038/s41597-025-05201-7

By:

Jha, Debesh;
Susladkar, Onkar Kishor;
Gorade, Vandan;
Keles, Elif;
Antalek, Matthew;
Seyithanoglu, Deniz;
Cebeci, Timurhan;
Aktas, Halil Ertugrul;
Kartal, Gulbiz Dagoglu;
Kaymakoglu, Sabahattin;
Erturk, Sukru Mehmet;
Velichko, Yuri;
Ladner, Daniela P.;
Borhani, Amir A.;
Medetalibeyoglu, Alpay;
Durak, Gorkem;
Bagci, Ulas

Publication type:

Article

A Scoping Review of AI-Driven Digital Interventions in Mental Health Care: Mapping Applications Across Screening, Support, Monitoring, Prevention, and Clinical Education.

Published in:

Healthcare (2227-9032), 2025, v. 13, n. 10, p. 1205, doi. 10.3390/healthcare13101205

By:

Ni, Yang;
Jia, Fanli

Publication type:

Article

Inversion Method Based on Temporal Convolutional Networks for Random Ice Load on Conical Offshore Platforms.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 5, p. 1000, doi. 10.3390/jmse13051000

By:

Li, Wei;
Guo, Ya;
Li, Shuzhao;
Gao, Yang;
Qu, Yan

Publication type:

Article

The TSformer: A Non-Autoregressive Spatio-Temporal Transformers for 30-Day Ocean Eddy-Resolving Forecasting.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 5, p. 966, doi. 10.3390/jmse13050966

By:

Wang, Guosong;
Hou, Min;
Qin, Mingyue;
Wu, Xinrong;
Gao, Zhigang;
Chao, Guofang;
Zhang, Xiaoshuang

Publication type:

Article

CIDNet: A Maritime Ship Detection Model Based on ISAR Remote Sensing.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 5, p. 954, doi. 10.3390/jmse13050954

By:

Liu, Fei;
Liu, Boyang;
Zhou, Hang;
Han, Song;
Zou, Kunlin;
Lv, Wenjie;
Liu, Chang

Publication type:

Article

YOLO-DAFS: A Composite-Enhanced Underwater Object Detection Algorithm.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 5, p. 947, doi. 10.3390/jmse13050947

By:

Luo, Shengfu;
Dong, Chao;
Dong, Guixin;
Chen, Rongmin;
Zheng, Bing;
Xiang, Ming;
Zhang, Peng;
Li, Zhanwei

Publication type:

Article

Underwater Side-Scan Sonar Target Detection: An Enhanced YOLOv11 Framework Integrating Attention Mechanisms and a Bi-Directional Feature Pyramid Network.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 5, p. 926, doi. 10.3390/jmse13050926

By:

Zhu, Junhui;
Li, Houpu;
Liu, Min;
Zhai, Guojun;
Bian, Shaofeng;
Peng, Ye;
Liu, Lei

Publication type:

Article

YOLO-LPSS: A Lightweight and Precise Detection Model for Small Sea Ships.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 5, p. 925, doi. 10.3390/jmse13050925

By:

Shen, Liran;
Gao, Tianchun;
Yin, Qingbo

Publication type:

Article

Autonomous Marine Vehicle Operations—2nd Edition.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 5, p. 920, doi. 10.3390/jmse13050920

By:

Liang, Xiao;
Zhang, Rubo;
Qu, Xingru

Publication type:

Article

VIOS-Net: A Multi-Task Fusion System for Maritime Surveillance Through Visible and Infrared Imaging.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 5, p. 913, doi. 10.3390/jmse13050913

By:

Zhan, Junquan;
Li, Jiawen;
Wu, Langtao;
Sun, Jiahua;
Yin, Hui

Publication type:

Article

Enhancing Ocean Temperature and Salinity Reconstruction with Deep Learning: The Role of Surface Waves.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 5, p. 910, doi. 10.3390/jmse13050910

By:

Yu, Xiaoyu;
Yi, Daling Li;
Wang, Peng

Publication type:

Article

Investigating Catching Hotspots of Fishing Boats: A Framework Using BeiDou Big Data and Deep Learning Algorithms.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 5, p. 905, doi. 10.3390/jmse13050905

By:

Wang, Fen;
Liu, Xingyu;
Chen, Tanxue;
Feng, Hongxiang;
Lin, Qin

Publication type:

Article

Compression of Marine Environmental Data Using Convolutional Attention Autoencoder.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 5, p. 869, doi. 10.3390/jmse13050869

By:

Sun, Xuehai;
Wang, Peiyu;
Zhou, Yanxia;
Wu, Kedi;
Huang, Limin;
Ma, Xuewen

Publication type:

Article

Comparative Analysis of Traditional and Deep Learning Approaches for Underwater Remote Sensing Image Enhancement: A Quantitative Study.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 5, p. 899, doi. 10.3390/jmse13050899

By:

Ma, Yunsheng;
Cheng, Yanan;
Zhang, Dapeng

Publication type:

Article

XAI Helps in Storm Surge Forecasts: A Case Study for the Southeastern Chinese Coasts.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 5, p. 896, doi. 10.3390/jmse13050896

By:

Han, Lei;
Lu, Wenfang;
Dong, Changming

Publication type:

Article

AI-Driven Detection of Obstructive Sleep Apnea Using Dual-Branch CNN and Machine Learning Models.

Published in:

Biomedicines, 2025, v. 13, n. 5, p. 1090, doi. 10.3390/biomedicines13051090

By:

Kolhar, Manjur;
Alfridan, Manahil Muhammad;
Siraj, Rayan A.

Publication type:

Article

Deep Learning-Based Speech Recognition and LabVIEW Integration for Intelligent Mobile Robot Control.

Published in:

Actuators, 2025, v. 14, n. 5, p. 249, doi. 10.3390/act14050249

By:

Yao, Kai-Chao;
Huang, Wei-Tzer;
Hsieh, Hsi-Huang;
Chen, Teng-Yu;
Ho, Wei-Sho;
Fang, Jiunn-Shiou;
Huang, Wei-Lun

Publication type:

Article

An Adaptive BiGRU-ASSA-iTransformer Method for Remaining Useful Life Prediction of Bearing in Aerospace Manufacturing.

Published in:

Actuators, 2025, v. 14, n. 5, p. 238, doi. 10.3390/act14050238

By:

Lyu, Youlong;
Qiu, Qingpeng;
Chu, Ying;
Zhang, Jie

Publication type:

Article

Increasing 3D Printing Accuracy Through Convolutional Neural Network-Based Compensation for Geometric Deviations.

Published in:

Machines, 2025, v. 13, n. 5, p. 382, doi. 10.3390/machines13050382

By:

Jadayel, Moustapha;
Khameneifar, Farbod

Publication type:

Article

Hybrid Deep Learning for Fault Diagnosis in Photovoltaic Systems.

Published in:

Machines, 2025, v. 13, n. 5, p. 378, doi. 10.3390/machines13050378

By:

Bougoffa, Mouaad;
Benmoussa, Samir;
Djeziri, Mohand;
Palais, Olivier

Publication type:

Article

MTAGCN: Multi-Task Graph-Guided Convolutional Network with Attention Mechanism for Intelligent Fault Diagnosis of Rotating Machinery.

Published in:

Machines, 2025, v. 13, n. 5, p. 347, doi. 10.3390/machines13050347

By:

Wang, Bo;
Zhao, Shuai

Publication type:

Article

A Smartphone-Based Non-Destructive Multimodal Deep Learning Approach Using pH-Sensitive Pitaya Peel Films for Real-Time Fish Freshness Detection.

Published in:

Foods, 2025, v. 14, n. 10, p. 1805, doi. 10.3390/foods14101805

By:

Pan, Yixuan;
Wang, Yujie;
Zhou, Yuzhe;
Zhou, Jiacheng;
Chen, Manxi;
Liu, Dongling;
Li, Feier;
Liu, Can;
Zeng, Mingwan;
Jiang, Dongjing;
Yuan, Xiangyang;
Wu, Hejun

Publication type:

Article

Research on Storage Grain Temperature Prediction Method Based on FTA-CNN-SE-LSTM with Dual-Domain Data Augmentation and Deep Learning.

Published in:

Foods, 2025, v. 14, n. 10, p. 1671, doi. 10.3390/foods14101671

By:

Peng, Hailong;
Zhu, Yuhua;
Li, Zhihui

Publication type:

Article

Research on Beef Marbling Grading Algorithm Based on Improved YOLOv8x.

Published in:

Foods, 2025, v. 14, n. 10, p. 1664, doi. 10.3390/foods14101664

By:

Liu, Jun;
Wang, Lian;
Xu, Huafu;
Pi, Jie;
Wang, Daoying

Publication type:

Article

Evaluating Second-Generation Deep Learning Technique for Noise Reduction in Myocardial T1-Mapping Magnetic Resonance Imaging.

Published in:

Diseases, 2025, v. 13, n. 5, p. 157, doi. 10.3390/diseases13050157

By:

Sawamura, Shungo;
Kato, Shingo;
Yasuda, Naofumi;
Iwahashi, Takumi;
Hirano, Takamasa;
Kato, Taiga;
Utsunomiya, Daisuke

Publication type:

Article

MultiGNN: A Graph Neural Network Framework for Inferring Gene Regulatory Networks from Single-Cell Multi-Omics Data.

Published in:

Computation, 2025, v. 13, n. 5, p. 124, doi. 10.3390/computation13050124

By:

Liu, Dongbo;
Chen, Hao;
Wang, Jianxin;
Wang, Yeru

Publication type:

Article

Research on a Method for Identifying Key Fault Information in Substations.

Published in:

Computation, 2025, v. 13, n. 5, p. 109, doi. 10.3390/computation13050109

By:

Zhang, Pan;
Guo, Lei;
Huang, Zhicheng;
Rao, Zhoupeng;
Zhang, Ying;
Sun, Zhi;
Xu, Rui;
Li, Deng

Publication type:

Article

AraEyebility: Eye-Tracking Data for Arabic Text Readability.

Published in:

Computation, 2025, v. 13, n. 5, p. 108, doi. 10.3390/computation13050108

By:

Baazeem, Ibtehal;
Al-Khalifa, Hend;
Al-Salman, Abdulmalik

Publication type:

Article

Antimony Ore Identification Method for Small Sample X-Ray Images with Random Distribution.

Published in:

Minerals (2075-163X), 2025, v. 15, n. 5, p. 483, doi. 10.3390/min15050483

By:

Wang, Lanhao;
Ding, Chen;
Hu, Hongdong;
Wang, Hongyan;
Dai, Wei

Publication type:

Article

ResUNet: Application of Deep Learning in Quantitative Characterization of 3D Structures in Iron Ore Pellets.

Published in:

Minerals (2075-163X), 2025, v. 15, n. 5, p. 460, doi. 10.3390/min15050460

By:

Huang, Yanqi;
Liu, Weixing;
Mi, Zekai;
Wu, Xuezhi;
Yang, Aimin;
Li, Jie

Publication type:

Article

Role of Artificial Intelligence and Personalized Medicine in Enhancing HIV Management and Treatment Outcomes.

Published in:

Life (2075-1729), 2025, v. 15, n. 5, p. 745, doi. 10.3390/life15050745

By:

Sah, Ashok Kumar;
Elshaikh, Rabab H.;
Shalabi, Manar G.;
Abbas, Anass M.;
Prabhakar, Pranav Kumar;
Babker, Asaad M. A.;
Choudhary, Ranjay Kumar;
Gaur, Vikash;
Choudhary, Ajab Singh;
Agarwal, Shagun

Publication type:

Article

Pattern Recognition in Urban Maps Based on Graph Structures.

Published in:

ISPRS International Journal of Geo-Information, 2025, v. 14, n. 5, p. 191, doi. 10.3390/ijgi14050191

By:

Lu, Xiaomin;
Zhang, Zhiyi;
Song, Haoran;
Yan, Haowen

Publication type:

Article

Spatiotemporal Typhoon Damage Assessment: A Multi-Task Learning Method for Location Extraction and Damage Identification from Social Media Texts.

Published in:

ISPRS International Journal of Geo-Information, 2025, v. 14, n. 5, p. 189, doi. 10.3390/ijgi14050189

By:

Zou, Liwei;
He, Zhi;
Wang, Xianwei;
Liang, Yutian

Publication type:

Article

Advancing the Prediction and Evaluation of Blast-Induced Ground Vibration Using Deep Ensemble Learning with Uncertainty Assessment.

Published in:

Geosciences (2076-3263), 2025, v. 15, n. 5, p. 182, doi. 10.3390/geosciences15050182

By:

Bozkurt Keser, Sinem;
Yavuz, Mahmut;
Erten, Gamze Erdogan

Publication type:

Article

Comparative Study of Cell Nuclei Segmentation Based on Computational and Handcrafted Features Using Machine Learning Algorithms.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 10, p. 1271, doi. 10.3390/diagnostics15101271

By:

Sumon, Rashadul Islam;
Mozumdar, Md Ariful Islam;
Akter, Salma;
Uddin, Shah Muhammad Imtiyaj;
Al-Onaizan, Mohammad Hassan Ali;
Alkanhel, Reem Ibrahim;
Muthanna, Mohammed Saleh Ali

Publication type:

Article

Deep Reinforcement Learning for CT-Based Non-Invasive Prediction of SOX9 Expression in Hepatocellular Carcinoma.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 10, p. 1255, doi. 10.3390/diagnostics15101255

By:

Liu, Minghui;
Wei, Yi;
Xie, Tianshu;
Yang, Meiyi;
Cheng, Xuan;
Xu, Lifeng;
Li, Qian;
Che, Feng;
Xu, Qing;
Song, Bin;
Liu, Ming

Publication type:

Article

Object Detection in Laparoscopic Surgery: A Comparative Study of Deep Learning Models on a Custom Endometriosis Dataset.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 10, p. 1254, doi. 10.3390/diagnostics15101254

By:

Bondarenko, Andrey;
Jumutc, Vilen;
Netter, Antoine;
Duchateau, Fanny;
Abrão, Henrique Mendonca;
Noorzadeh, Saman;
Giacomello, Giuseppe;
Ferrari, Filippo;
Bourdel, Nicolas;
Kirk, Ulrik Bak;
Bļizņuks, Dmitrijs

Publication type:

Article

Hybrid Deep Learning for Survival Prediction in Brain Metastases Using Multimodal MRI and Clinical Data.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 10, p. 1242, doi. 10.3390/diagnostics15101242

By:

Volovăț, Cristian Constantin;
Buzea, Călin Gheorghe;
Boboc, Diana-Ioana;
Ostafe, Mădălina-Raluca;
Agop, Maricel;
Ochiuz, Lăcrămioara;
Burlea, Ștefan Lucian;
Rusu, Dragoș Ioan;
Bujor, Laurențiu;
Iancu, Dragoș Teodor;
Volovăț, Simona Ruxandra

Publication type:

Article

Bringing AI to Clinicians: Simplifying Pleural Effusion Cytology Diagnosis with User-Friendly Models.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 10, p. 1240, doi. 10.3390/diagnostics15101240

By:

Giarnieri, Enrico;
Carico, Elisabetta;
Scarpino, Stefania;
Ricci, Alberto;
Bruno, Pierdonato;
Scardapane, Simone;
Giansanti, Daniele

Publication type:

Article

Artificial Intelligence Model Assists Knee Osteoarthritis Diagnosis via Determination of K-L Grade.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 10, p. 1220, doi. 10.3390/diagnostics15101220

By:

Choi, Joo Chan;
Jeong, Min Young;
Kim, Young Jae;
Kim, Kwang Gi

Publication type:

Article