Computational and Mathematical Methods in Medicine

Machine Learning for Human-Machine Interaction


Publishing date
01 Jun 2022
Status
Closed
Submission deadline
21 Jan 2022

Lead Editor

1University of Adelaide, Adelaide, Australia

2University of Macau, Macau, China

3University 2020 Foundation, Singapore

This issue is now closed for submissions.
More articles will be published in the near future.

Machine Learning for Human-Machine Interaction

This issue is now closed for submissions.
More articles will be published in the near future.

Description

As society becomes increasingly more informatized, humans require a higher level of computer intelligence. Human-computer interaction (HCI) is not limited to the original hardware-based interaction. Some relatively smarter interaction methods are gradually appearing in people's lives, such as a series of more intelligent methods related to face recognition, gesture recognition, and voice recognition. Intelligent systems can help to establish communication between humans and computers. The emergence of these more convenient interaction methods has become a major development trend in the current field of HCI. The goal of HCI development is naturally to make computers serve and adapt to human needs. People-centred rather than forcing people to adapt to the computer.

Obtaining data from HCI enables us to learn more effectively and build smarter systems. Machine learning is an important branch of artificial intelligence. It has made great progress in many fields and has demonstrated strong research and development (R&D) potential. With the application of machine learning technology in HCI, machines are becoming more intelligent.

The aim of this Special Issue is to bring together original research and review articles discussing the latest developments in the field of human-machine interaction based on machine learning.

Potential topics include but are not limited to the following:

  • Voice interaction based on machine learning
  • Face and expression recognition based on neural networks
  • Deep learning models for medical image reconstruction, restoration, and registration
  • Gesture and motion recognition
  • Artificial intelligence for smart medical analysis
  • Artificial intelligence techniques for computer-aided detection and diagnosis
  • Brain-computer interface
  • Analysis of human factors in the design of machines

Articles

  • Special Issue
  • - Volume 2022
  • - Article ID 3796202
  • - Research Article

Computerized-Assisted Scoliosis Diagnosis Based on Faster R-CNN and ResNet for the Classification of Spine X-Ray Images

Peiji Chen | Zhangnan Zhou | ... | Yun Yang
  • Special Issue
  • - Volume 2022
  • - Article ID 6991218
  • - Research Article

Construction of Prediction Model of Renal Damage in Children with Henoch-Schönlein Purpura Based on Machine Learning

Tingting Cao | Ying Zhu | Youyu Zhu
  • Special Issue
  • - Volume 2022
  • - Article ID 2492667
  • - Research Article

Ultrasound Radiomics-Guided Iliac Fascia Block on Postoperative Cognitive Dysfunction in Elderly Patients Undergoing Hip Surgery

Jun Zha | Jinping Ni | ... | Shigang Qiao
  • Special Issue
  • - Volume 2022
  • - Article ID 4311434
  • - Research Article

Construction and Evaluation of Prognosis Prediction Model for Patients with Brain Contusion and Laceration Based on Machine Learning

Shaoquan Li | Limei Bai | Zhixia Zheng
  • Special Issue
  • - Volume 2022
  • - Article ID 4799248
  • - Research Article

Logistic Model and Gradient Boosting Machine Model for Physical Therapy of Lumbar Disc Herniation

Ping Zhao | Jin Xue | ... | Dan Chen
  • Special Issue
  • - Volume 2022
  • - Article ID 5317509
  • - Research Article

Value of CT Radiomics Combined with Clinical Features in the Diagnosis of Allergic Bronchopulmonary Aspergillosis

Xiaojun Qian | Hengmo Rong | ... | Mengxing Yao
  • Special Issue
  • - Volume 2022
  • - Article ID 3490463
  • - Research Article

Classification and Segmentation Algorithm in Benign and Malignant Pulmonary Nodules under Different CT Reconstruction

Zhiqian Lu | Feixiang Long | Xiaodong He
  • Special Issue
  • - Volume 2022
  • - Article ID 4661156
  • - Research Article

Performance Index Based on Predicted Auditory Reaction Time Analysis for the Evaluation of Human-Machine Interface in Flight Control

Weiwei Yu | Dian Jin | ... | Ran Peng
  • Special Issue
  • - Volume 2022
  • - Article ID 9461236
  • - Research Article

A Comparative Study on the Diagnostic Value of CTA and MRA in Anterior Dislocation of Shoulder

Junhua Wu | Tao Zhang | ... | Dezhou Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 4909294
  • - Research Article

A Novel Psychotherapy Effect Detector of Public Art Based on ResNet and EEG Imaging

Tingyi Tian | Le Wang | ... | Wei Zhu
Computational and Mathematical Methods in Medicine
 Journal metrics
See full report
Acceptance rate44%
Submission to final decision44 days
Acceptance to publication25 days
CiteScore2.800
Journal Citation Indicator0.620
Impact Factor2.809
 Submit

Article of the Year Award: Outstanding research contributions of 2021, as selected by our Chief Editors. Read the winning articles.