Artificial Intelligence in Medicine, Volume 102

Volume 102, January 2020

Special Issue: Deep learning Methods for Medical Applications

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  Xiaozeng Gao, Xiaoyan Yan, Ping Gao, Xiujiang Gao, Shubo Zhang:
  Automatic detection of epileptic seizure based on approximate entropy, recurrence quantification analysis and convolutional neural networks. 101711

Reviews

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  Sofia Zahia, Begoña García Zapirain Soto, Xavier Sevillano, Alejandro González, Paul J. Kim, Adel Elmaghraby:
  Pressure injury image analysis with machine learning techniques: A systematic review on previous and possible future methods. 101742

Research Articles

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  Shiwen Ma, Kuo Yang, Ning Wang, Qiang Zhu, Zhuye Gao, Runshun Zhang, Baoyan Liu, Xuezhong Zhou:
  Disease phenotype synonymous prediction through network representation learning from PubMed database. 101745
• 
  Ivan Lorencin, Nikola Andelic, Josip Spanjol, Zlatan Car:
  Using multi-layer perceptron with Laplacian edge detector for bladder cancer diagnosis. 101746

Special Issue: Deep learning Methods for Medical Applications

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  Yu Lu, Xianghua Fu, Fangxiong Chen, Kelvin Kian Loong Wong:
  Prediction of fetal weight at varying gestational age in the absence of ultrasound examination using ensemble learning. 101748

Research Articles

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  Manuel Campos, Fernando Jiménez, Gracia Sánchez, Jose M. Juarez, Antonio Morales Nicolás, Bernardo Cánovas-Segura, Francisco Palacios:
  A methodology based on multiple criteria decision analysis for combining antibiotics in empirical therapy. 101751

Special Issue: Deep learning Methods for Medical Applications

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  Prerna Sharma, Krishna Choudhary, Kshitij Gupta, Rahul Chawla, Deepak Gupta, Arun Sharma:
  Artificial plant optimization algorithm to detect heart rate & presence of heart disease using machine learning. 101752

Position Paper

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  P. Murali Doraiswamy, Charlotte Blease, Kaylee Bodner:
  Artificial intelligence and the future of psychiatry: Insights from a global physician survey. 101753

Special Issue: Deep learning Methods for Medical Applications

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  Kai Li, S. Ramkumar, J. Thimmiaraja, S. Diwakaran:
  Optimized artificial neural network based performance analysis of wheelchair movement for ALS patients. 101754
• 
  Wenping Tang, Aiqun Wang, S. Ramkumar, Radeep Krishna Radhakrishnan Nair:
  Signal identification system for developing rehabilitative device using deep learning algorithms. 101755

Research Articles

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  Ni Zhang, Yi-Xin Cai, Yong-Yong Wang, Yi-Tao Tian, Xiao-Li Wang, Benjamin Badami:
  Skin cancer diagnosis based on optimized convolutional neural network. 101756

Reviews

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  Sourya Sengupta, Amitojdeep Singh, Henry A. Leopold, Tanmay Gulati, Vasudevan Lakshminarayanan:
  Ophthalmic diagnosis using deep learning with fundus images - A critical review. 101758

Research Articles

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  Gabriela Ochoa, Lee A. Christie, Alexander E. I. Brownlee, Andrew Hoyle:
  Multi-objective evolutionary design of antibiotic treatments. 101759
• 
  Anam Mustaqeem, Syed Muhammad Anwar, Muhammad Majid:
  A modular cluster based collaborative recommender system for cardiac patients. 101761

Reviews

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  Marta P. B. Fernandes, Susana M. Vieira, Francisca Pais Leite, Carlos Palos, Stan N. Finkelstein, João M. C. Sousa:
  Clinical Decision Support Systems for Triage in the Emergency Department using Intelligent Systems: a Review. 101762

Research Articles

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  Yu Sun, Li Wang, Zhongliang Jiang, Bing Li, Ying Hu, Wei Tian:
  State recognition of decompressive laminectomy with multiple information in robot-assisted surgery. 101763
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  Yaxian Hu, Senlin Luo, Longfei Han, Limin Pan, Tiemei Zhang:
  Deep supervised learning with mixture of neural networks. 101764

Special Issue: Deep learning Methods for Medical Applications

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  Ge-Er Teng, Yue He, Hengjun Zhao, Dunhu Liu, Jin Xiao, S. Ramkumar:
  Design and Development of Human Computer Interface Using Electrooculogram with Deep Learning. 101765
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  Xiaoxiao Xu, Luo Bin, S. Ramkumar, S. Saravanan, M. Sundar Prakash Balaji, S. Dhanasekaran, J. Thimmiaraja:
  Electroencephalogram based communication system for locked in state person using mentally spelled tasks with optimized network model. 101766

Research Articles

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  Mourad Sarrouti, Said Ouatik El Alaoui:
  SemBioNLQA: A semantic biomedical question answering system for retrieving exact and ideal answers to natural language questions. 101767
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  Cheng-Hong Yang, Li-Yeh Chuang, Yu-Da Lin:
  An improved fuzzy set-based multifactor dimensionality reduction for detecting epistasis. 101768
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  Jakub Nalepa, Pablo Ribalta Lorenzo, Michal Marcinkiewicz, Barbara Bobek-Billewicz, Pawel Wawrzyniak, Maksym Walczak, Michal Kawulok, Wojciech Dudzik, Krzysztof Kotowski, Izabela Burda, Bartosz Machura, Grzegorz Mrukwa, Pawel Ulrych, Michael P. Hayball:
  Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors. 101769

Reviews

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  Douglas M. Rocha, Lourdes Mattos Brasil, Janice Magalhães Lamas, Glécia V. S. Luz, Simônides S. Bacelar:
  Evidence of the benefits, advantages and potentialities of the structured radiological report: An integrative review. 101770

Research Articles

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  Zina Ben Miled, Kyle Haas, Christopher M. Black, Rezaul Karim Khandker, Vasu Chandrasekaran, Richard Lipton, Malaz A. Boustani:
  Predicting dementia with routine care EMR data. 101771
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  Sarah Ali Abdelaziz Ismael, Ammar Mohammed, Hesham A. Hefny:
  An enhanced deep learning approach for brain cancer MRI images classification using residual networks. 101779

Special Issue: Medical Analytics for Healthcare Intelligence

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  Yifan Xiang, Lanqin Zhao, Zhenzhen Liu, Xiaohang Wu, Jingjing Chen, Erping Long, Duoru Lin, Yi Zhu, Chuan Chen, Zhuoling Lin, Haotian Lin:
  Implementation of artificial intelligence in medicine: Status analysis and development suggestions. 101780