Works matching DE "DEEP learning"

Results: 5000

A Systematic Review for Quality within the Automotive Industry 4.0.

Published in:

International Journal of Computers, Communications & Control, 2025, v. 20, n. 4, p. 1, doi. 10.15837/ijccc.2025.4.7123

By:

Vacarescu, Sondra Preascilla Ioana;
Balas, Valentina Emilia;
Paraschiv, Nicolae;
Petcut, Flavius

Publication type:

Article

Leveraging Fuzzy C-Means and EfficientNetB0 for Improved ECG Image Classification.

Published in:

International Journal of Computers, Communications & Control, 2025, v. 20, n. 4, p. 1, doi. 10.15837/ijccc.2025.4.7050

By:

Mahmood, M.;
Alsalem, K.;
Elbashir, M.;
Abd El-Ghany, S.;
Abd El-Aziz, A.

Publication type:

Article

PRELIMINARY STUDY ON ARTIFICIAL INTELLIGENCE METHODS FOR CYBERSECURITY THREAT DETECTION IN COMPUTER NETWORKS BASED ON RAW DATA PACKETS.

Published in:

Computer Science, 2025, v. 26, p. 45, doi. 10.7494/csci.2025.26.SI.7079

By:

ŻEBROWSKI, MICHAŁ;
OGONOWSKI, ALEKSANDER;
ĆWIEK, ARKADIUSZ;
JAROSIEWICZ, TOBIASZ;
KLIMASZEWSKI, KONRAD;
PADEE, ADAM;
WASIUK, PIOTR;
WÓJCIK, MICHAŁ

Publication type:

Article

CentralMaizeGuard: Enhanced deep learning model for maize disease detection and management.

Published in:

Archives of Control Sciences, 2025, v. 35, n. 2, p. 221, doi. 10.24425/acs.2025.155393

By:

JERIBI, Fathe;
TAHIR, Ali;
RANA, Nadim;
RAMAKRISHNAN, Jayabrabu;
MARTIN, R. John

Publication type:

Article

Neural network models for diagnosing recurrent aphthous ulcerations from clinical oral images.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-06951-5

By:

Subramanian, R. Raja;
Sudharsan, R. Raja;
Vairamuthu, Bavithra;
Dewi, Deshinta Arrova

Publication type:

Article

Adjusted imbalance ratio leads to effective AI-based drug discovery against infectious disease.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-15265-5

By:

Masmoudi, Ons;
Abdelkrim, Afef;
Harigua-Souiai, Emna

Publication type:

Article

Enhanced residual-attention deep neural network for disease classification in maize leaf images.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-14726-1

By:

Parashar, Nidhi;
Johri, Prashant;
Elbeltagi, Ahmed;
Salem, Ali;
Choudhary, Prakash;
Kumar, Vijay;
Agrawal, Tarun

Publication type:

Article

A CrossMod-Transformer deep learning framework for multi-modal pain detection through EDA and ECG fusion.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-14238-y

By:

Farmani, Jaleh;
Bargshady, Ghazal;
Gkikas, Stefanos;
Tsiknakis, Manolis;
Rojas, Raul Fernandez

Publication type:

Article

A non-sub-sampled shearlet transform-based deep learning sub band enhancement and fusion method for multi-modal images.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-13862-y

By:

Sengan, Sudhakar;
Gugulothu, Praveen;
Alroobaea, Roobaea;
Webber, Julian L.;
Mehbodniya, Abolfazl;
Yousef, Amr

Publication type:

Article

Automated violence monitoring system for real-time fistfight detection using deep learning-based temporal action localization.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-12531-4

By:

Qi, Baolong;
Wu, Baoyuan;
Sun, Bailing

Publication type:

Article

Rolling bearing fault diagnosis under small sample conditions based on WDCNN-BiLSTM Siamese network.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-12370-3

By:

Bian, Chenxu;
Jia, Chunni;
Li, Jibo;
Chen, Xiangjun;
Wang, Pei

Publication type:

Article

Deep learning-based radiolabelled compound-protein interaction prediction for NDUFS1-targeting radiopharmaceutical discovery.

Published in:

EJNMMI Research, 2025, v. 15, n. 1, p. 1, doi. 10.1186/s13550-025-01300-z

By:

Almaslamani, Muath;
Yang, Jingyu;
Kang, Chi Soo;
Kang, Choong Mo;
Park, Jung Mi;
Woo, Sang-Keun

Publication type:

Article

ARTIFICIAL INTELLIGENCE'S SIX MODELS CROSS-VALIDATION ON ALZHEIMER PATTERNS RECOGNITION USING ARTIFICIAL INTELLIGENCE.

Published in:

Fractals, 2025, v. 33, n. 7, p. 1, doi. 10.1142/S0218348X25500616

By:

ORTIZ, MIGUEL PATIÑO;
AGUILERA, RICARDO CARREÑO;
BAUTISTA, DANIEL PACHECO;
ORTIZ, JULIAN PATIÑO

Publication type:

Article

Intelligent Optimization and Deep Learning Approaches to Pomegranate Disease Detection.

Published in:

KSII Transactions on Internet & Information Systems, 2025, v. 19, n. 7, p. 2206, doi. 10.3837/tiis.2025.07.005

By:

Vasumathi, Mayilai Thanikesan;
Kamarasan, Mari;
Karthikeyan, Balasubramanian;
Manikandan, Ganesan

Publication type:

Article

Traditional Chinese medicine constitution intelligent identification system based on graph search mode and deep learning algorithm.

Published in:

KSII Transactions on Internet & Information Systems, 2025, v. 19, n. 7, p. 2178, doi. 10.3837/tiis.2025.07.004

By:

Xing Zhai;
Aiqing Han;
Yuxuan Jia;
Lin Zhang;
Fan Yu;
Ji Wang;
Shujuan Hou;
Yan Tang

Publication type:

Article

MRI-derived quantification of hepatic vessel-to-volume ratios in chronic liver disease using a deep learning approach.

Published in:

European Radiology Experimental, 2025, v. 9, n. 1, p. 1, doi. 10.1186/s41747-025-00612-y

By:

Herold, Alexander;
Sobotka, Daniel;
Beer, Lucian;
Bastati, Nina;
Poetter-Lang, Sarah;
Weber, Michael;
Reiberger, Thomas;
Mandorfer, Mattias;
Semmler, Georg;
Simbrunner, Benedikt;
Wichtmann, Barbara D.;
Ba-Ssalamah, Sami A.;
Trauner, Michael;
Ba-Ssalamah, Ahmed;
Langs, Georg

Publication type:

Article

Accelerating domain-aware electron microscopy analysis using deep learning models with synthetic data and image-wide confidence scoring.

Published in:

NPJ Computational Materials, 2025, v. 11, n. 1, p. 1, doi. 10.1038/s41524-025-01756-6

By:

Lynch, M. J.;
Jacobs, R.;
Bruno, G. A.;
Patki, P.;
Morgan, D.;
Field, K. G.

Publication type:

Article

Transforming Hyperspectral Images Into Chemical Maps: A Novel End‐to‐End Deep Learning Approach.

Published in:

Journal of Chemometrics, 2025, v. 39, n. 8, p. 1, doi. 10.1002/cem.70041

By:

Galbo Engstrøm, Ole‐Christian;
Albano‐Gaglio, Michela;
Schou Dreier, Erik;
Bouzembrak, Yamine;
Font‐i‐Furnols, Maria;
Mishra, Puneet;
Steenstrup Pedersen, Kim

Publication type:

Article

Imagelytics suite: deep learning-powered image classification for bioassessment in desktop and web environments.

Published in:

Logic Journal of the IGPL, 2025, v. 33, n. 4, p. 1, doi. 10.1093/jigpal/jzae103

By:

Milosavljević, Aleksandar;
Predić, Bratislav;
Milošević, Djuradj

Publication type:

Article

ElectrApp: Deep learning framework to enhance cardiac arrhythmia detection.

Published in:

Logic Journal of the IGPL, 2025, v. 33, n. 4, p. 1, doi. 10.1093/jigpal/jzae102

By:

Echeverry, Ana María L;
Flórez, Sebastián Lopez;
Guapacha, Jovanny B;
Gutiérrez, Jonatan;
de la Prieta, Fernando

Publication type:

Article

Deep Learning Methodology for Quantification of Normal Pancreas Structures.

Published in:

Toxicologic Pathology, 2025, v. 53, n. 6, p. 554, doi. 10.1177/01926233251341824

By:

Xie, Zhiyong;
Thibault, Stephane;
Shirai, Norimitsu;
Zhan, Yutian;
Tomlinson, Lindsay

Publication type:

Article

Enhancing Lesion Segmentation in Ultrasound Images: The Impact of Targeted Data Augmentation Strategies.

Published in:

International Journal of Biomedical Imaging, 2025, v. 2025, p. 1, doi. 10.1155/ijbi/3309822

By:

Wang, Xu;
Monkam, Patrice;
Zhao, Bonan;
Qi, Shouliang;
Ma, He;
Huang, Long;
Qian, Wei;
Gallegos-Funes, Gallegos Funes Francisco

Publication type:

Article

Deep Learning-Based Body Composition Analysis for Cancer Patients Using Computed Tomographic Imaging.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2281, doi. 10.1007/s10278-024-01373-7

By:

Yıldız Potter, İlkay;
Velasquez-Hammerle, Maria Virginia;
Nazarian, Ara;
Vaziri, Ashkan

Publication type:

Article

Towards Automated Semantic Segmentation in Mammography Images for Enhanced Clinical Applications.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2260, doi. 10.1007/s10278-024-01364-8

By:

Sierra-Franco, Cesar A.;
Hurtado, Jan;
de A. Thomaz, Victor;
da Cruz, Leonardo C.;
Silva, Santiago V.;
Silva-Calpa, Greis Francy M.;
Raposo, Alberto

Publication type:

Article

Combination of Deep and Statistical Features of the Tissue of Pathology Images to Classify and Diagnose the Degree of Malignancy of Prostate Cancer.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2241, doi. 10.1007/s10278-024-01363-9

By:

Gao, Yan;
Vali, Mahsa

Publication type:

Article

A Neural Network for Segmenting Tumours in Ultrasound Rectal Images.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2229, doi. 10.1007/s10278-024-01358-6

By:

Zhang, Yuanxi;
Deng, Xiwen;
Li, Tingting;
Li, Yuan;
Wang, Xiaohui;
Lu, Man;
Yang, Lifeng

Publication type:

Article

Fusion Learning from Non-contrast CT Scans for the Detection of Hemorrhagic Transformation in Stroke Patients.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2170, doi. 10.1007/s10278-024-01350-0

By:

Lo, Chung-Ming;
Hung, Peng-Hsiang

Publication type:

Article

Machine Learning Based on Digital Mammography to Reduce the Need for Invasive Biopsies of Benign Calcifications Classified in BI-RADS Category 4.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2134, doi. 10.1007/s10278-024-01347-9

By:

Wang, Neng;
Xu, Wenjie;
Wang, Huogen;
Wu, Sikai;
Wang, Jian;
Ao, Weiqun;
Zhang, Cui;
Zhu, Yun;
Xie, Zongyu;
Mao, Guoqun

Publication type:

Article

Cone Beam Computed Tomography Image-Quality Improvement Using "One-Shot" Super-resolution.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2120, doi. 10.1007/s10278-024-01346-w

By:

Tsuji, Takumasa;
Yoshida, Soichiro;
Hommyo, Mitsuki;
Oyama, Asuka;
Kumagai, Shinobu;
Shiraishi, Kenshiro;
Kotoku, Jun'ichi

Publication type:

Article

Accelerated T2W Imaging with Deep Learning Reconstruction in Staging Rectal Cancer: A Preliminary Study.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2537, doi. 10.1007/s10278-024-01345-x

By:

Zhu, Lan;
Shi, Bowen;
Ding, Bei;
Xia, Yihan;
Wang, Kangning;
Feng, Weiming;
Dai, Jiankun;
Xu, Tianyong;
Wang, Baisong;
Yuan, Fei;
Shen, Hailin;
Dong, Haipeng;
Zhang, Huan

Publication type:

Article

Deep Convolutional Generative Adversarial Network for Improved Cardiac Image Classification in Heart Disease Diagnosis.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2146, doi. 10.1007/s10278-024-01343-z

By:

S, Gurusubramani;
B, Latha

Publication type:

Article

Deep Learning-Based DCE-MRI Automatic Segmentation in Predicting Lesion Nature in BI-RADS Category 4.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2053, doi. 10.1007/s10278-024-01340-2

By:

Liu, Tianyu;
Hu, Yurui;
Liu, Zehua;
Jiang, Zeshuo;
Ling, Xiao;
Zhu, Xueling;
Li, Wenfei

Publication type:

Article

Radiation Pneumonitis Prediction Using Dual-Modal Data Fusion Based on Med3D Transfer Network.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2085, doi. 10.1007/s10278-024-01339-9

By:

Tang, Jingli;
Wang, Hao;
Wu, Dinghui;
Kong, Yan;
Huang, Jianfeng;
Han, Shuguang

Publication type:

Article

Improved Osteoporosis Prediction in Breast Cancer Patients Using a Novel Semi-Foundational Model.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2063, doi. 10.1007/s10278-024-01337-x

By:

Mayfield, John;
Tibbetts, Katherine Quesada;
Rehman, Aziz;
Levin, Millena;
Goltz, Dayna;
Prakash, Neelesh

Publication type:

Article

ViViEchoformer: Deep Video Regressor Predicting Ejection Fraction.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2041, doi. 10.1007/s10278-024-01336-y

By:

Akan, Taymaz;
Alp, Sait;
Bhuiyan, Md. Shenuarin;
Helmy, Tarek;
Orr, A. Wayne;
Bhuiyan, Md. Mostafizur Rahman;
Conrad, Steven A.;
Vanchiere, John A.;
Kevil, Christopher G.;
Bhuiyan, Mohammad Alfrad Nobel

Publication type:

Article

Pneumonia Detection from Chest X-Ray Images Using Deep Learning and Transfer Learning for Imbalanced Datasets.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2021, doi. 10.1007/s10278-024-01334-0

By:

Alshanketi, Faisal;
Alharbi, Abdulrahman;
Kuruvilla, Mathew;
Mahzoon, Vahid;
Siddiqui, Shams Tabrez;
Rana, Nadim;
Tahir, Ali

Publication type:

Article

Active Learning with Particle Swarm Optimization for Enhanced Skin Cancer Classification Utilizing Deep CNN Models.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2472, doi. 10.1007/s10278-024-01327-z

By:

Mandal, Sayantani;
Ghosh, Subhayu;
Jana, Nanda Dulal;
Chakraborty, Somenath;
Mallik, Saurav

Publication type:

Article

Automatic Classification of Focal Liver Lesions Based on Multi-Sequence MRI.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 1986, doi. 10.1007/s10278-024-01326-0

By:

Hu, Mingfang;
Wang, Shuxin;
Wu, Mingjie;
Zhuang, Ting;
Liu, Xiaoqing;
Zhang, Yuqin

Publication type:

Article

Pulmonary CT Registration Network Based on Deformable Cross Attention.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 1963, doi. 10.1007/s10278-024-01324-2

By:

Ren, Meirong;
Xue, Peng;
Ji, Huizhong;
Zhang, Zhili;
Dong, Enqing

Publication type:

Article

The Impact of Artificial Intelligence on Radiologists' Reading Time in Bone Age Radiograph Assessment: A Preliminary Retrospective Observational Study.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 1915, doi. 10.1007/s10278-024-01323-3

By:

Jeong, Sejin;
Han, Kyunghwa;
Kang, Yaeseul;
Kim, Eun-Kyung;
Song, Kyungchul;
Vasanawala, Shreyas;
Shin, Hyun Joo

Publication type:

Article

Technical Note: Neural Network Architectures for Self-Supervised Body Part Regression Models with Automated Localized Segmentation Application.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2514, doi. 10.1007/s10278-024-01319-z

By:

Fei, Michael;
McMillan, Alan B.

Publication type:

Article

A Comparison of Deep Learning vs. Dental Implantologists in Cone-Beam Computed Tomography-Based Bone Quality Classification.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2462, doi. 10.1007/s10278-024-01317-1

By:

Pornvoranant, Thatphong;
Panyarak, Wannakamon;
Wantanajittikul, Kittichai;
Charuakkra, Arnon;
Rungsiyakull, Pimduen;
Chaijareenont, Pisaisit

Publication type:

Article

An Automated Diagnosis of Parkinson's Disease from MRI Scans Based on Enhanced Residual Dense Network with Attention Mechanism.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 1935, doi. 10.1007/s10278-024-01316-2

By:

Acikgoz, Hakan;
Korkmaz, Deniz;
Talan, Tarık

Publication type:

Article

A Performance Comparison of Different YOLOv7 Networks for High-Accuracy Cell Classification in Bronchoalveolar Lavage Fluid Utilising the Adam Optimiser and Label Smoothing.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2367, doi. 10.1007/s10278-024-01315-3

By:

Rumpf, Sebastian;
Zufall, Nicola;
Rumpf, Florian;
Gschwendtner, Andreas

Publication type:

Article

Cone-Beam CT to CT Image Translation Using a Transformer-Based Deep Learning Model for Prostate Cancer Adaptive Radiotherapy.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2490, doi. 10.1007/s10278-024-01312-6

By:

Koike, Yuhei;
Takegawa, Hideki;
Anetai, Yusuke;
Nakamura, Satoaki;
Yoshida, Ken;
Yoshida, Asami;
Yui, Midori;
Hirota, Kazuki;
Ueda, Kenichi;
Tanigawa, Noboru

Publication type:

Article

A Robust Malaria Cell Detection Framework Using Adaptive and Atrous Convolution-Based Recurrent Mobilenetv2 with Trans-MobileUNet + + -Based Abnormality Segmentation.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2381, doi. 10.1007/s10278-024-01311-7

By:

Pandiaraj, A.;
Kshirsagar, Pravin R.;
Thiagarajan, R.;
Tak, Tan Kuan;
Sivaneasan, B.

Publication type:

Article

An Innovative Attention-based Triplet Deep Hashing Approach to Retrieve Histopathology Images.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2337, doi. 10.1007/s10278-024-01310-8

By:

Alizadeh, Seyed Mohammad;
Helfroush, Mohammad Sadegh;
Celebi, M. Emre

Publication type:

Article

Deep Learning–Based Pediatric Brain Region Segmentation and Volumetric Analysis for General Growth Pattern in Healthy Children.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 1999, doi. 10.1007/s10278-024-01305-5

By:

Zheng, Hui;
Wang, Xinyun;
Liu, Ming;
Yin, Qiufeng;
Zhang, Zhengwei;
Wei, Ying;
Shi, Feng;
Wang, Dengbin;
Zhang, Yuzhen

Publication type:

Article

Learnable Context in Multiple Instance Learning for Whole Slide Image Classification and Segmentation.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2322, doi. 10.1007/s10278-024-01302-8

By:

Huang, Yu-Yuan;
Chu, Wei-Ta

Publication type:

Article

RIDGE: Reproducibility, Integrity, Dependability, Generalizability, and Efficiency Assessment of Medical Image Segmentation Models.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 4, p. 2524, doi. 10.1007/s10278-024-01282-9

By:

Maleki, Farhad;
Moy, Linda;
Forghani, Reza;
Ghosh, Tapotosh;
Ovens, Katie;
Langer, Steve;
Rouzrokh, Pouria;
Khosravi, Bardia;
Ganjizadeh, Ali;
Warren, Daniel;
Daneshjou, Roxana;
Moassefi, Mana;
Avval, Atlas Haddadi;
Sotardi, Susan;
Tenenholtz, Neil;
Kitamura, Felipe;
Kline, Timothy

Publication type:

Article