Issue 30/2023
Special Issue on Deep Learning in Multimodal Medical Imaging for Cancer Detection (pp.22069-22207)/Regular Papers (pp.22209-22770)
Content (43 Articles)
Deep learning in multimodal medical imaging for cancer detection
Priti Bansal, Vincenzo Piuri, Vasile Palade, Weiping Ding
Region-based evidential deep learning to quantify uncertainty and improve robustness of brain tumor segmentation
Hao Li, Yang Nan, Javier Del Ser, Guang Yang
Explaining COVID-19 diagnosis with Taylor decompositions
Mohammad Mehedi Hassan, Salman A. AlQahtani, Abdulhameed Alelaiwi, João P. Papa
Fully automatic identification of post-treatment infarct lesions after endovascular therapy based on non-contrast computed tomography
Ximing Nie, Xiran Liu, Hao Yang, Feng Shi, Weibin Gu, Xinyi Hou, Yufei Wei, Qixuan Lu, Haiwei Bai, Jiaping Chen, Tianhang Liu, Hongyi Yan, Zhonghua Yang, Miao Wen, Yuesong Pan, Chao Huang, Long Wang, Liping Liu
BF2SkNet: best deep learning features fusion-assisted framework for multiclass skin lesion classification
Muhammad Ajmal, Muhammad Attique Khan, Tallha Akram, Abdullah Alqahtani, Majed Alhaisoni, Ammar Armghan, Sara A. Althubiti, Fayadh Alenezi
A Novel framework of Adaptive fuzzy-GLCM Segmentation and Fuzzy with Capsules Network (F-CapsNet) Classification
Rizwan Ali, A. Manikandan, Jinghong Xu
An uncertainty estimator method based on the application of feature density to classify mammograms for breast cancer detection
Ricardo Fuentes-Fino, Saúl Calderón-Ramírez, Enrique Domínguez, Ezequiel López-Rubio, David Elizondo, Miguel A. Molina-Cabello
Transfer learning-based quantized deep learning models for nail melanoma classification
Mujahid Hussain, Makhmoor Fiza, Aiman Khalil, Asad Ali Siyal, Fayaz Ali Dharejo, Waheeduddin Hyder, Antonella Guzzo, Moez Krichen, Giancarlo Fortino
A novel uncertainty-aware deep learning technique with an application on skin cancer diagnosis
Afshar Shamsi, Hamzeh Asgharnezhad, Ziba Bouchani, Khadijeh Jahanian, Morteza Saberi, Xianzhi Wang, Imran Razzak, Roohallah Alizadehsani, Arash Mohammadi, Hamid Alinejad-Rokny
TSP-UDANet: two-stage progressive unsupervised domain adaptation network for automated cross-modality cardiac segmentation
Yonghui Wang, Yifan Zhang, Lisheng Xu, Shouliang Qi, Yudong Yao, Wei Qian, Stephen E. Greenwald, Lin Qi
End-to-end speaker identification research based on multi-scale SincNet and CGAN
Guangcun Wei, Yanna Zhang, Hang Min, Yunfei Xu
Improving unified named entity recognition by incorporating mention relevance
Lijun Ji, Danfeng Yan, Zhuoran Cheng, Yan Song
Stable emotional adaptive neuro-control of uncertain affine nonlinear systems with input saturation
Fahimeh Baghbani, Mohammad Reza Akbarzadeh Totonchi
NFSDense201: microstructure image classification based on non-fixed size patch division with pre-trained DenseNet201 layers
Prabal Datta Barua, Sengul Dogan, Gurkan Kavuran, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
TIM-SLR: a lightweight network for video isolated sign language recognition
Fei Wang, Libo Zhang, Hao Yan, Shuai Han
Double deep Q-network-based self-adaptive scheduling approach for smart shop floor
Yumin Ma, Jingwen Cai, Shengyi Li, Juan Liu, Jianmin Xing, Fei Qiao
Optimal neighborhood kernel clustering with adaptive local kernels and block diagonal property
Cuiling Chen, Jian Wei, Zhi Li
Novel group decision-making method based on interval-valued m-polar fuzzy soft expert information
Ghous Ali, Musavarah Sarwar, Muhammad Nabeel
CNN autoencoders and LSTM-based reduced order model for student dropout prediction
Ke Niu, Guoqiang Lu, Xueping Peng, Yuhang Zhou, Jingni Zeng, Ke Zhang
Online cross-layer knowledge distillation on graph neural networks with deep supervision
Jiongyu Guo, Defang Chen, Can Wang
A novel consensus PSO-assisted trajectory unified and trust-tech methodology for DNN training and its applications
Xian-Long Lv, Hsiao-Dong Chiang, Yong-Feng Zhang
Multi-level wavelet network based on CNN-Transformer hybrid attention for single image deraining
Bin Liu, Siyan Fang
Obstacle avoidance for a robotic navigation aid using Fuzzy Logic Controller-Optimal Reciprocal Collision Avoidance (FLC-ORCA)
Muhammad Rabani Mohd Romlay, Azhar Mohd Ibrahim, Siti Fauziah Toha, Philippe De Wilde, Ibrahim Venkat, Muhammad Syahmi Ahmad
Power-law initialization algorithm for convolutional neural networks
Kaiwen Jiang, Jian Liu, Tongtong Xing, Shujing Li, Shunyao Wu, Fengjing Shao, Rencheng Sun
Fault diagnosis of air handling unit via combining probabilistic slow feature analysis and attention residual network
Chengdong Li, Yulong Yu, Linyuan Shang, Hanyuan Zhang, Yongqing Jiang
Assessing the simulation of streamflow with the LSTM model across the continental United States using the MOPEX dataset
Achraf Tounsi, Mohamed Abdelkader, Marouane Temimi
MNoR-BERT: multi-label classification of non-functional requirements using BERT
Kamaljit Kaur, Parminder Kaur
Superpixel-based adaptive salient region analysis for infrared and visible image fusion
Chengzhou Li, Kangjian He, Dan Xu, Dapeng Tao, Xu Lin, Hongzhen Shi, Wenxia Yin
Rough Fermatean fuzzy decision-based approach for modelling IDS classifiers in the federated learning of IoMT applications
O. S. Albahri, Mohammed S. Al-Samarraay, H. A. AlSattar, A. H. Alamoodi, A. A. Zaidan, A. S. Albahri, B. B. Zaidan, Ali Najm Jasim
Single-scale robust feature representation for occluded person re-identification
Yihu Song, Shuaishi Liu, Zhongbo Sun, Siyu Zhou
ACRE: Actor-Critic with Reward-Preserving Exploration
Athanasios Ch. Kapoutsis, Dimitrios I. Koutras, Christos D. Korkas, Elias B. Kosmatopoulos
A novel varying-parameter periodic rhythm neural network for solving time-varying matrix equation in finite energy noise environment and its application to robot arm
Chunquan Li, Boyu Zheng, Qingling Ou, Qianqian Wang, Chong Yue, Limin Chen, Zhijun Zhang, Junzhi Yu, Peter X. Liu
Photoelectric factor prediction using automated learning and uncertainty quantification
Khalid Alsamadony, Ahmed Farid Ibrahim, Salaheldin Elkatatny, Abdulazeez Abdulraheem
Fixed-time synchronization of complex-valued memristive competitive neural networks based on two novel fixed-time stability theorems
Chenguang Xu, Minghui Jiang, Junhao Hu
Cross-region building counting in satellite imagery using counting consistency
Muaaz Zakria, Hamza Rawal, Waqas Sultani, Mohsen Ali
Mifanet: multi-scale information fusion attention network for determining hatching eggs activity via detecting PPG signals
Quan Guo, Lei Geng, Zhitao Xiao, Fang Zhang, Yanbei Liu
SP2LSTM: a patch learning-based electrical load forecasting for container terminal
Jingjing Cao, Yujia Chen, Xiaohua Cao, Qiang Wang, Bo Wang, Jiepeng Du, Zhipeng Wen
ANWOA: an adaptive nonlinear whale optimization algorithm for high-dimensional optimization problems
Ahmed Elmogy, Haitham Miqrish, Wael Elawady, Hany El-Ghaish
Multi-mmlg: a novel framework of extracting multiple main melodies from MIDI files
Jing Zhao, David Taniar, Kiki Adhinugraha, Vishnu Monn Baskaran, KokSheik Wong
Deep learning with ExtendeD Exponential Linear Unit (DELU)
Burak Çatalbaş, Ömer Morgül
Normalized deep learning algorithms based information aggregation functions to classify motor imagery EEG signal
Ammar A. Al-Hamadani, Mamoun J. Mohammed, Suphian M. Tariq
Multi-component graph collaborative filtering using auxiliary information for TV program recommendation
Zebin Yao, Meiqi Ji, Tongtong Xing, Ruiling Fu, Sitong Li, Fulian Yin
A deep feature fusion network using residual channel shuffled attention for cassava leaf disease detection
R. Karthik, R. Menaka, M. V. Siddharth, Sameeha Hussain, Bala Murugan, Daehan Won