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Neural Computing and Applications

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

  • Editorial

Priti Bansal, Vincenzo Piuri, Vasile Palade, Weiping Ding

Region-based evidential deep learning to quantify uncertainty and improve robustness of brain tumor segmentation

  • Open Access
  • S.I.: Deep Learning in Multimodal Medical Imaging for Cancer Detection

Hao Li, Yang Nan, Javier Del Ser, Guang Yang

Explaining COVID-19 diagnosis with Taylor decompositions

  • S.I.: Deep Learning in Multimodal Medical Imaging for Cancer Detection

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

  • S.i.: Deep Learning in Multimodal Medical Imaging for Cancer Detection

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

  • S.i.: Deep Learning in Multimodal Medical Imaging for Cancer Detection

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

  • S.I.: Deep Learning in Multimodal Medical Imaging for Cancer Detection

Rizwan Ali, A. Manikandan, Jinghong Xu

An uncertainty estimator method based on the application of feature density to classify mammograms for breast cancer detection

  • Open Access
  • S.I. : Deep Learning in Multimodal Medical Imaging for 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

  • S.I. : Deep Learning in Multimodal Medical Imaging for Cancer Detection

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

  • Open Access
  • S.I : Deep Learning in Multimodal Medical Imaging for Cancer

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

  • Original Article

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

  • Review

Guangcun Wei, Yanna Zhang, Hang Min, Yunfei Xu

Improving unified named entity recognition by incorporating mention relevance

  • Open Access
  • Original Article

Lijun Ji, Danfeng Yan, Zhuoran Cheng, Yan Song

Stable emotional adaptive neuro-control of uncertain affine nonlinear systems with input saturation

  • Original Article

Fahimeh Baghbani, Mohammad Reza Akbarzadeh Totonchi

NFSDense201: microstructure image classification based on non-fixed size patch division with pre-trained DenseNet201 layers

  • Open Access
  • Original Article

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

  • Original Article

Fei Wang, Libo Zhang, Hao Yan, Shuai Han

Double deep Q-network-based self-adaptive scheduling approach for smart shop floor

  • Original Article

Yumin Ma, Jingwen Cai, Shengyi Li, Juan Liu, Jianmin Xing, Fei Qiao

Optimal neighborhood kernel clustering with adaptive local kernels and block diagonal property

  • Original Article

Cuiling Chen, Jian Wei, Zhi Li

Novel group decision-making method based on interval-valued m-polar fuzzy soft expert information

  • Original Article

Ghous Ali, Musavarah Sarwar, Muhammad Nabeel

CNN autoencoders and LSTM-based reduced order model for student dropout prediction

  • Original Article

Ke Niu, Guoqiang Lu, Xueping Peng, Yuhang Zhou, Jingni Zeng, Ke Zhang

Online cross-layer knowledge distillation on graph neural networks with deep supervision

  • Original Article

Jiongyu Guo, Defang Chen, Can Wang

A novel consensus PSO-assisted trajectory unified and trust-tech methodology for DNN training and its applications

  • Original Article

Xian-Long Lv, Hsiao-Dong Chiang, Yong-Feng Zhang

Multi-level wavelet network based on CNN-Transformer hybrid attention for single image deraining

  • Original Article

Bin Liu, Siyan Fang

Obstacle avoidance for a robotic navigation aid using Fuzzy Logic Controller-Optimal Reciprocal Collision Avoidance (FLC-ORCA)

  • Original Article

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

  • Original Article

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

  • Original Article

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

  • Original Article

Achraf Tounsi, Mohamed Abdelkader, Marouane Temimi

MNoR-BERT: multi-label classification of non-functional requirements using BERT

  • Original Article

Kamaljit Kaur, Parminder Kaur

Superpixel-based adaptive salient region analysis for infrared and visible image fusion

  • Original Article

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

  • Original Article

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

  • Original Article

Yihu Song, Shuaishi Liu, Zhongbo Sun, Siyu Zhou

ACRE: Actor-Critic with Reward-Preserving Exploration

  • Open Access
  • Original Article

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

  • Original Article

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

  • Original Article

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

  • Original Article

Chenguang Xu, Minghui Jiang, Junhao Hu

Cross-region building counting in satellite imagery using counting consistency

  • Original Article

Muaaz Zakria, Hamza Rawal, Waqas Sultani, Mohsen Ali

Mifanet: multi-scale information fusion attention network for determining hatching eggs activity via detecting PPG signals

  • Original Article

Quan Guo, Lei Geng, Zhitao Xiao, Fang Zhang, Yanbei Liu

SP2LSTM: a patch learning-based electrical load forecasting for container terminal

  • Original Article

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

  • Original Article

Ahmed Elmogy, Haitham Miqrish, Wael Elawady, Hany El-Ghaish

Multi-mmlg: a novel framework of extracting multiple main melodies from MIDI files

  • Open Access
  • Original Article

Jing Zhao, David Taniar, Kiki Adhinugraha, Vishnu Monn Baskaran, KokSheik Wong

Deep learning with ExtendeD Exponential Linear Unit (DELU)

  • Original Article

Burak Çatalbaş, Ömer Morgül

Normalized deep learning algorithms based information aggregation functions to classify motor imagery EEG signal

  • Original Article

Ammar A. Al-Hamadani, Mamoun J. Mohammed, Suphian M. Tariq

Multi-component graph collaborative filtering using auxiliary information for TV program recommendation

  • Original Article

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

  • Original Article

R. Karthik, R. Menaka, M. V. Siddharth, Sameeha Hussain, Bala Murugan, Daehan Won

Oct 23
Issue: 28/2023
Oct 23
Issue: 29/2023
Special Issue on Technologies of the 4th Industrial Revolution With Applications (pp.21331-21565)/Regular Papers (pp.21567-22067)

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