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Neural Computing and Applications

Ausgabe 30/2023

Special Issue on Deep Learning in Multimodal Medical Imaging for Cancer Detection (pp.22069-22207)/Regular Papers (pp.22209-22770)

Inhalt (43 Artikel)

Editorial

Deep learning in multimodal medical imaging for cancer detection

Priti Bansal, Vincenzo Piuri, Vasile Palade, Weiping Ding

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

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

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

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

Explaining COVID-19 diagnosis with Taylor decompositions

Mohammad Mehedi Hassan, Salman A. AlQahtani, Abdulhameed Alelaiwi, João P. Papa

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

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

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

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

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

A Novel framework of Adaptive fuzzy-GLCM Segmentation and Fuzzy with Capsules Network (F-CapsNet) Classification

Rizwan Ali, A. Manikandan, Jinghong Xu

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

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

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

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

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

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

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

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

Review

End-to-end speaker identification research based on multi-scale SincNet and CGAN

Guangcun Wei, Yanna Zhang, Hang Min, Yunfei Xu

Open Access Original Article

Improving unified named entity recognition by incorporating mention relevance

Lijun Ji, Danfeng Yan, Zhuoran Cheng, Yan Song

Original Article

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

Fahimeh Baghbani, Mohammad Reza Akbarzadeh Totonchi

Open Access Original Article

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

Original Article

TIM-SLR: a lightweight network for video isolated sign language recognition

Fei Wang, Libo Zhang, Hao Yan, Shuai Han

Original Article

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

Original Article

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

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

Original Article

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

Original Article

Power-law initialization algorithm for convolutional neural networks

Kaiwen Jiang, Jian Liu, Tongtong Xing, Shujing Li, Shunyao Wu, Fengjing Shao, Rencheng Sun

Original Article

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

Original Article

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

Original Article

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

Original Article

Single-scale robust feature representation for occluded person re-identification

Yihu Song, Shuaishi Liu, Zhongbo Sun, Siyu Zhou

Open Access Original Article

ACRE: Actor-Critic with Reward-Preserving Exploration

Athanasios Ch. Kapoutsis, Dimitrios I. Koutras, Christos D. Korkas, Elias B. Kosmatopoulos

Original Article

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

Original Article

Photoelectric factor prediction using automated learning and uncertainty quantification

Khalid Alsamadony, Ahmed Farid Ibrahim, Salaheldin Elkatatny, Abdulazeez Abdulraheem

Original Article

Cross-region building counting in satellite imagery using counting consistency

Muaaz Zakria, Hamza Rawal, Waqas Sultani, Mohsen Ali

Original Article

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

Original Article

ANWOA: an adaptive nonlinear whale optimization algorithm for high-dimensional optimization problems

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

Open Access Original Article

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

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

Original Article

Deep learning with ExtendeD Exponential Linear Unit (DELU)

Burak Çatalbaş, Ömer Morgül

Original Article

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

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

Original Article

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

Zebin Yao, Meiqi Ji, Tongtong Xing, Ruiling Fu, Sitong Li, Fulian Yin

Original Article

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