Works about CONVOLUTIONAL neural networks

Results: 5000

RT-SCNNs: real-time spiking convolutional neural networks for a novel hand gesture recognition using time-domain mm-wave radar data.

Published in:

International Journal of Legal Information, 2024, v. 52, n. 1, p. 783, doi. 10.1017/S1759078723001575

By:

Shaaban, Ahmed;
Strobel, Maximilian;
Furtner, Wolfgang;
Weigel, Robert;
Lurz, Fabian

Publication type:

Article

Assessment of deep neural networks for the diagnosis of benign and malignant skin neoplasms in comparison with dermatologists: A retrospective validation study.

Published in:

2020

By:

Han, Seung Seog;
Moon, Ik Jun;
Kim, Seong Hwan;
Na, Jung-Im;
Kim, Myoung Shin;
Park, Gyeong Hun;
Park, Ilwoo;
Kim, Keewon;
Lim, Woohyung;
Lee, Ju Hee;
Chang, Sung Eun

Publication type:

journal article

An intelligent magnetic resonance imagining-based multistage Alzheimer's disease classification using swish-convolutional neural networks.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 3, p. 885, doi. 10.1007/s11517-024-03237-2

By:

B., Archana;
Kalirajan, K.

Publication type:

Article

Deformable dose prediction network based on hybrid 2D and 3D convolution for nasopharyngeal carcinoma radiotherapy.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 3, p. 733, doi. 10.1007/s11517-024-03231-8

By:

Liu, Yanhua;
Luo, Wang;
Li, Xiangchen;
Liu, Min

Publication type:

Article

Evaluating and enhancing the robustness of vision transformers against adversarial attacks in medical imaging.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 3, p. 673, doi. 10.1007/s11517-024-03226-5

By:

Kanca, Elif;
Ayas, Selen;
Baykal Kablan, Elif;
Ekinci, Murat

Publication type:

Article

VCU-Net: a vascular convolutional network with feature splicing for cerebrovascular image segmentation.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 3, p. 661, doi. 10.1007/s11517-024-03219-4

By:

Li, Mengxin;
Lv, Fan;
Chen, Jiaming;
Zheng, Kunyan;
Zhao, Jingwen

Publication type:

Article

A non-invasive heart rate prediction method using a convolutional approach.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 3, p. 901, doi. 10.1007/s11517-024-03217-6

By:

Karapinar, Ercument;
Sevinc, Ender

Publication type:

Article

A cascaded FAS-UNet+ framework with iterative optimization strategy for segmentation of organs at risk.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 2, p. 429, doi. 10.1007/s11517-024-03208-7

By:

Zhu, Hui;
Shu, Shi;
Zhang, Jianping

Publication type:

Article

Automated diagnosis of atherosclerosis using multi-layer ensemble models and bio-inspired optimization in intravascular ultrasound imaging.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 1, p. 213, doi. 10.1007/s11517-024-03190-0

By:

Prajapati, Nisha K.;
Patel, Amitkumar;
Mewada, Hiren

Publication type:

Article

Two-step deep-learning identification of heel keypoints from video-recorded gait.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 1, p. 229, doi. 10.1007/s11517-024-03189-7

By:

Halvorsen, Kjartan;
Peng, Wei;
Olsson, Fredrik;
Åberg, Anna Cristina

Publication type:

Article

Deep learning approaches for the detection of scar presence from cine cardiac magnetic resonance adding derived parametric images.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 1, p. 59, doi. 10.1007/s11517-024-03175-z

By:

Righetti, Francesca;
Rubiu, Giulia;
Penso, Marco;
Moccia, Sara;
Carerj, Maria L.;
Pepi, Mauro;
Pontone, Gianluca;
Caiani, Enrico G.

Publication type:

Article

The heart sound classification of congenital heart disease by using median EEMD-Hurst and threshold denoising method.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 1, p. 29, doi. 10.1007/s11517-024-03173-1

By:

Yang, Xuankai;
Sun, Jing;
Yang, Hongbo;
Guo, Tao;
Pan, Jiahua;
Wang, Weilian

Publication type:

Article

Detail-sensitive 3D-UNet for pulmonary airway segmentation from CT images.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 12, p. 3749, doi. 10.1007/s11517-024-03169-x

By:

Zhang, Qin;
Li, Jiajie;
Nan, Xiangling;
Zhang, Xiaodong

Publication type:

Article

Decoding lower-limb kinematic parameters during pedaling tasks using deep learning approaches and EEG.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 12, p. 3763, doi. 10.1007/s11517-024-03147-3

By:

Blanco-Diaz, Cristian Felipe;
Guerrero-Mendez, Cristian David;
de Andrade, Rafhael Milanezi;
Badue, Claudine;
De Souza, Alberto Ferreira;
Delisle-Rodriguez, Denis;
Bastos-Filho, Teodiano

Publication type:

Article

Layer-selective deep representation to improve esophageal cancer classification.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 11, p. 3355, doi. 10.1007/s11517-024-03142-8

By:

Souza Jr., Luis A.;
Passos, Leandro A.;
Santana, Marcos Cleison S.;
Mendel, Robert;
Rauber, David;
Ebigbo, Alanna;
Probst, Andreas;
Messmann, Helmut;
Papa, João Paulo;
Palm, Christoph

Publication type:

Article

Optimized attention-induced multihead convolutional neural network with efficientnetv2-fostered melanoma classification using dermoscopic images.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 11, p. 3311, doi. 10.1007/s11517-024-03106-y

By:

Maheswari, M.;
Ahamed Ayoobkhan, Mohamed Uvaze;
Shirley, C. P.;
Lakshmi, T. R. Vijaya

Publication type:

Article

CT-Net: an interpretable CNN-Transformer fusion network for fNIRS classification.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 10, p. 3233, doi. 10.1007/s11517-024-03138-4

By:

Liao, Lingxiang;
Lu, Jingqing;
Wang, Lutao;
Zhang, Yongqing;
Gao, Dongrui;
Wang, Manqing

Publication type:

Article

DDLA: a double deep latent autoencoder for diabetic retinopathy diagnose based on continuous glucose sensors.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 10, p. 3089, doi. 10.1007/s11517-024-03120-0

By:

Tao, Rui;
Li, Hongru;
Lu, Jingyi;
Huang, Youhe;
Wang, Yaxin;
Lu, Wei;
Shao, Xiaopeng;
Zhou, Jian;
Yu, Xia

Publication type:

Article

A hybrid CNN with transfer learning for skin cancer disease detection.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 10, p. 3057, doi. 10.1007/s11517-024-03115-x

By:

Shukla, Man Mohan;
Tripathi, B. K.;
Dwivedi, Tanay;
Tripathi, Ashish;
Chaurasia, Brijesh Kumar

Publication type:

Article

Skip connection information enhancement network for retinal vessel segmentation.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 10, p. 3163, doi. 10.1007/s11517-024-03108-w

By:

Liang, Jing;
Jiang, Yun;
Yan, Hao

Publication type:

Article

Segmentation of the left atrial appendage based on fusion attention.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 10, p. 2999, doi. 10.1007/s11517-024-03104-0

By:

Zhang, Guodong;
Liang, Kaichao;
Li, Yanlin;
Liang, Tingyu;
Gong, Zhaoxuan;
Ju, Ronghui;
Zhao, Dazhe;
Zhang, Zhuoning

Publication type:

Article

FACNN: fuzzy-based adaptive convolution neural network for classifying COVID-19 in noisy CXR images.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 9, p. 2893, doi. 10.1007/s11517-024-03107-x

By:

S., Suganyadevi;
V., Seethalakshmi

Publication type:

Article

Teacher-student guided knowledge distillation for unsupervised convolutional neural network-based speckle tracking in ultrasound strain elastography.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 8, p. 2265, doi. 10.1007/s11517-024-03078-z

By:

Xiang, Tianqiang;
Li, Yan;
Deng, Hui;
Tian, Chao;
Peng, Bo;
Jiang, Jingfeng

Publication type:

Article

Optimizing motion imagery classification with limited channels using the common spatial pattern-based integrated algorithm.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 8, p. 2305, doi. 10.1007/s11517-024-03069-0

By:

Chen, Shishi;
Xi, Xugang;
Wang, Ting;
Li, Hangcheng;
Wang, Maofeng;
Li, Lihua;
Lü, Zhong

Publication type:

Article

A lightweight xAI approach to cervical cancer classification.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 8, p. 2281, doi. 10.1007/s11517-024-03063-6

By:

Civit-Masot, Javier;
Luna-Perejon, Francisco;
Muñoz-Saavedra, Luis;
Domínguez-Morales, Manuel;
Civit, Anton

Publication type:

Article

Advancing brain tumor classification through MTAP model: an innovative approach in medical diagnostics.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 7, p. 2165, doi. 10.1007/s11517-024-03064-5

By:

Ozdemir, Cuneyt;
Dogan, Yahya

Publication type:

Article

A novel machine learning model for breast cancer detection using mammogram images.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 7, p. 2247, doi. 10.1007/s11517-024-03057-4

By:

Kalpana, P.;
Selvy, P. Tamije

Publication type:

Article

Echoes of images: multi-loss network for image retrieval in vision transformers.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 7, p. 2037, doi. 10.1007/s11517-024-03055-6

By:

Pundhir, Anshul;
Sagar, Shivam;
Singh, Pradeep;
Raman, Balasubramanian

Publication type:

Article

Direct lingam and visibility graphs for analyzing brain connectivity in BCI.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 7, p. 2117, doi. 10.1007/s11517-024-03048-5

By:

Majdi, Hoda;
Azarnoosh, Mahdi;
Ghoshuni, Majid;
Sabzevari, Vahid Reza

Publication type:

Article

LGDNet: local feature coupling global representations network for pulmonary nodules detection.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 7, p. 1991, doi. 10.1007/s11517-024-03043-w

By:

Chi, Jianning;
Zhao, Jin;
Wang, Siqi;
Yu, Xiaosheng;
Wu, Chengdong

Publication type:

Article

PASTFNet: a paralleled attention spatio-temporal fusion network for micro-expression recognition.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 6, p. 1911, doi. 10.1007/s11517-024-03041-y

By:

Tian, Haichen;
Gong, Weijun;
Li, Wei;
Qian, Yurong

Publication type:

Article

Multi-contrast learning-guided lightweight few-shot learning scheme for predicting breast cancer molecular subtypes.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 5, p. 1601, doi. 10.1007/s11517-024-03031-0

By:

Pan, Xiang;
Wang, Pei;
Jia, Shunyuan;
Wang, Yihang;
Liu, Yuan;
Zhang, Yan;
Jiang, Chunjuan

Publication type:

Article

Diagnosis of pulmonary tuberculosis with 3D neural network based on multi-scale attention mechanism.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 5, p. 1589, doi. 10.1007/s11517-024-03022-1

By:

Zhang, Shidong;
He, Cong;
Wan, Zhenzhen;
Shi, Ning;
Wang, Bing;
Liu, Xiuling;
Hou, Dailun

Publication type:

Article

LieWaves: dataset for lie detection based on EEG signals and wavelets.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 5, p. 1571, doi. 10.1007/s11517-024-03021-2

By:

Aslan, Musa;
Baykara, Muhammet;
Alakus, Talha Burak

Publication type:

Article

Re-UNet: a novel multi-scale reverse U-shape network architecture for low-dose CT image reconstruction.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 3, p. 701, doi. 10.1007/s11517-023-02966-0

By:

Xiong, Lianjin;
Li, Ning;
Qiu, Wei;
Luo, Yiqian;
Li, Yishi;
Zhang, Yangsong

Publication type:

Article

mResU-Net: multi-scale residual U-Net-based brain tumor segmentation from multimodal MRI.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 3, p. 641, doi. 10.1007/s11517-023-02965-1

By:

Li, Pengcheng;
Li, Zhihao;
Wang, Zijian;
Li, Chaoxiang;
Wang, Monan

Publication type:

Article

Hybrid deep transfer learning-based early diagnosis of autism spectrum disorder using scalogram representation of electroencephalography signals.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 2, p. 495, doi. 10.1007/s11517-023-02959-z

By:

Abedinzadeh Torghabeh, Farhad;
Modaresnia, Yeganeh;
Moattar, Mohammad Hossein

Publication type:

Article

DBPNDNet: dual-branch networks using 3DCNN toward pulmonary nodule detection.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 2, p. 563, doi. 10.1007/s11517-023-02957-1

By:

Jian, Muwei;
Jin, Haodong;
Zhang, Linsong;
Wei, Benzheng;
Yu, Hui

Publication type:

Article

CDC-NET: a cell detection and confirmation network of bone marrow aspirate images for the aided diagnosis of AML.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 2, p. 575, doi. 10.1007/s11517-023-02955-3

By:

Su, Jie;
Liu, Yahui;
Zhang, Jing;
Han, Jinjun;
Song, Jinming

Publication type:

Article

Space-CNN: a decision classification method based on EEG signals from different brain regions.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 2, p. 591, doi. 10.1007/s11517-023-02954-4

By:

Xue, Huang;
Yang, Jingmin;
Zhang, Wenjie;
Yang, Bokai

Publication type:

Article

Correction to: Classification of breast lesions in ultrasound images using deep convolutional neural networks: transfer learning versus automatic architecture design.

Published in:

2024

By:

AlZoubi, Alaa;
Lu, Feng;
Zhu, Yicheng;
Ying, Tao;
Ahmed, Mohmmed;
Du, Hongbo

Publication type:

Correction Notice

MMBERT: a unified framework for biomedical named entity recognition.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 1, p. 327, doi. 10.1007/s11517-023-02934-8

By:

Fu, Lei;
Weng, Zuquan;
Zhang, Jiheng;
Xie, Haihe;
Cao, Yiqing

Publication type:

Article

EEG-FMCNN: A fusion multi-branch 1D convolutional neural network for EEG-based motor imagery classification.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 1, p. 107, doi. 10.1007/s11517-023-02931-x

By:

Wang, Wenlong;
Li, Baojiang;
Wang, Haiyan;
Wang, Xichao;
Qin, Yuxin;
Shi, Xingbin;
Liu, Shuxin

Publication type:

Article

Classification of breast lesions in ultrasound images using deep convolutional neural networks: transfer learning versus automatic architecture design.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 1, p. 135, doi. 10.1007/s11517-023-02922-y

By:

AlZoubi, Alaa;
Lu, Feng;
Zhu, Yicheng;
Ying, Tao;
Ahmed, Mohmmed;
Du, Hongbo

Publication type:

Article

CR-Conformer: a fusion network for clinical skin lesion classification.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 1, p. 85, doi. 10.1007/s11517-023-02904-0

By:

Zhang, Dezhi;
Li, Aolun;
Wu, Weidong;
Yu, Long;
Kang, Xiaojing;
Huo, Xiangzuo

Publication type:

Article

An automatic progressive chromosome segmentation approach using deep learning with traditional image processing.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 1, p. 207, doi. 10.1007/s11517-023-02896-x

By:

Chang, Ling;
Wu, Kaijie;
Cheng, Hao;
Gu, Chaocheng;
Zhao, Yudi;
Chen, Cailian

Publication type:

Article

Gray-to-color image conversion in the classification of breast lesions on ultrasound using pre-trained deep neural networks.

Published in:

Medical & Biological Engineering & Computing, 2023, v. 61, n. 12, p. 3193, doi. 10.1007/s11517-023-02928-6

By:

Gómez-Flores, Wilfrido;
Pereira, Wagner Coelho de Albuquerque

Publication type:

Article

Dual CNN cross-teaching semi-supervised segmentation network with multi-kernels and global contrastive loss in ACDC.

Published in:

Medical & Biological Engineering & Computing, 2023, v. 61, n. 12, p. 3409, doi. 10.1007/s11517-023-02920-0

By:

Li, Keming;
Zhang, Guangyuan;
Li, Kefeng;
Li, Jindi;
Wang, Jiaqi;
Yang, Yumin

Publication type:

Article

3DCNN predicting brain age using diffusion tensor imaging.

Published in:

Medical & Biological Engineering & Computing, 2023, v. 61, n. 12, p. 3335, doi. 10.1007/s11517-023-02915-x

By:

Wang, Yuqi;
Wen, Jingxi;
Xin, Jiang;
Zhang, Yunhao;
Xie, Hua;
Tang, Yan

Publication type:

Article

Optic disc detection based on fully convolutional network and weighted matrix recovery model.

Published in:

Medical & Biological Engineering & Computing, 2023, v. 61, n. 12, p. 3319, doi. 10.1007/s11517-023-02891-2

By:

Wang, Siqi;
Yu, Xiaosheng;
Jia, Wenzhuo;
Chi, Jianning;
Lv, Pengfei;
Wang, Junxiang;
Wu, Chengdong

Publication type:

Article