标题/作者	年份
Deep learning for multigrade brain tumor classification in smart healthcare systems: A prospective survey K Muhammad, S Khan, J Del Ser, VHC De Albuquerque IEEE Transactions on Neural Networks and Learning Systems 32 (2), 507-522	2020
Deep multi-scale 3D convolutional neural network (CNN) for MRI gliomas brain tumor classification H Mzoughi, I Njeh, A Wali, MB Slima, A BenHamida, C Mhiri, ... Journal of Digital Imaging 33, 903-915	2020
Multiclass magnetic resonance imaging brain tumor classification using artificial intelligence paradigm GS Tandel, A Balestrieri, T Jujaray, NN Khanna, L Saba, JS Suri Computers in Biology and Medicine 122, 103804	2020
Artificial intelligence and ambient intelligence M Gams, IYH Gu, A Härmä, A Muñoz, V Tam Journal of Ambient Intelligence and Smart Environments 11 (1), 71-86	2019
Optimizing neuro-oncology imaging: a review of deep learning approaches for glioma imaging MM Shaver, PA Kohanteb, C Chiou, MD Bardis, C Chantaduly, D Bota, ... Cancers 11 (6), 829	2019
Differential deep convolutional neural network model for brain tumor classification I Abd El Kader, G Xu, Z Shuai, S Saminu, I Javaid, I Salim Ahmad Brain Sciences 11 (3), 352	2021
Prediction of lower-grade glioma molecular subtypes using deep learning Y Matsui, T Maruyama, M Nitta, T Saito, S Tsuzuki, M Tamura, K Kusuda, ... Journal of neuro-oncology 146, 321-327	2020
Enlarged training dataset by pairwise GANs for molecular-based brain tumor classification C Ge, IYH Gu, AS Jakola, J Yang IEEE access 8, 22560-22570	2020
Deep learning AI applications in the imaging of glioma A Zlochower, DS Chow, P Chang, D Khatri, JA Boockvar, CG Filippi Topics in Magnetic Resonance Imaging 29 (2), 115-00	2020
An improved framework for brain tumor analysis using MRI based on YOLOv2 and convolutional neural network MI Sharif, JP Li, J Amin, A Sharif Complex & Intelligent Systems 7, 2023-2036	2021
Classification of brain tumours in MR images using deep spatiospatial models S Chatterjee, FA Nizamani, A Nürnberger, O Speck Scientific Reports 12 (1), 1505	2022
MRI‐Based deep‐learning model for distant metastasis‐free survival in locoregionally advanced nasopharyngeal carcinoma L Zhang, X Wu, J Liu, B Zhang, X Mo, Q Chen, J Fang, F Wang, M Li, ... Journal of Magnetic Resonance Imaging 53 (1), 167-178	2021
Brain tumor classification using the fused features extracted from expanded tumor region C Öksüz, O Urhan, MK Güllü Biomedical Signal Processing and Control 72, 103356	2022
Cross-modality augmentation of brain MR images using a novel pairwise generative adversarial network for enhanced glioma classification C Ge, IYH Gu, AS Jakola, J Yang 2019 IEEE international conference on image processing (ICIP), 559-563	2019
Explainability of deep neural networks for MRI analysis of brain tumors RA Zeineldin, ME Karar, Z Elshaer, J Coburger, CR Wirtz, O Burgert, ... International journal of computer assisted radiology and surgery 17 (9 …	2022
Brain tumor classification using a combination of variational autoencoders and generative adversarial networks B Ahmad, J Sun, Q You, V Palade, Z Mao Biomedicines 10 (2), 223	2022
Relations between electronics, artificial intelligence and information society through information society rules M Gams, T Kolenik Electronics 10 (4), 514	2021
AGGN: Attention-based glioma grading network with multi-scale feature extraction and multi-modal information fusion P Wu, Z Wang, B Zheng, H Li, FE Alsaadi, N Zeng Computers in biology and medicine 152, 106457	2023
Development of a deep learning-based algorithm to detect the distal end of a surgical instrument H Sugimori, T Sugiyama, N Nakayama, A Yamashita, K Ogasawara Applied Sciences 10 (12), 4245	2020
MRI brain tumor medical images analysis using deep learning techniques: a systematic review SAY Al-Galal, IFT Alshaikhli, MM Abdulrazzaq Health and Technology 11, 267-282	2021

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