Journal of Healthcare Engineering

Advanced Medical Diagnostic Methods to Identify Cancerous and Non-Cancerous Tumours


Publishing date
01 Aug 2022
Status
Published
Submission deadline
08 Apr 2022

Guest Editors

1Chongqing University of Posts and Telecommunications, Chongqing, India

2University of South Dakota, Vermillion, USA

3Royal Holloway University of London, Egham, UK


Advanced Medical Diagnostic Methods to Identify Cancerous and Non-Cancerous Tumours

Description

Medical imaging plays an important role in diagnose various type of tumours. Patients with symptoms of tumour goes under ultrasound, X-radiation (X-Ray), computer tomography, positron emission tomography (PET) and magnetic resonance imaging (MRI) scanning. The data generated from these methods of imaging is very useful for analysis and decision making.

However, new innovative methods for computer assisted diagnosis (CAD) with other imaging techniques needed for better accuracy and results. In last few decades, emerging techniques such as machine learning, Internet of things (IoT) and Artificial intelligence (AI) playing an important role to locate various types of tumours in human body. The tumour features can be effectively extracted using these techniques which are very difficult to see by eye. The tech savvy methods completely changed the way to make decisions on different life-threatening diseases. The availability of massive amount of medical image data and computational infrastructure, machine learning and deep learning are used to classify and localization of image modalities. Medical data analysis comes with different challenges including lack of sophisticated datasets, high dimensional samples, class imbalance and many more. To deal with such problems, innovative techniques need to design to handle large imaging data efficiently. Meanwhile, Internet of Medical Things (IoMT) techniques also provide better remote diagnosis, real time decision making, prevention and affordable healthcare systems.

The aim of this Special Issue is to discuss the advanced techniques which can help in the identification and cure of various tumours. The advanced medical diagnosis methods in the field of clinical and digital imaging are invited whose role is to provide a global perspective for the identification of various cancerous and non-cancerous human cells. We hope that the readers will gain invaluable insights from the research published in this Special Issue.

Potential topics include but are not limited to the following:

  • Application of image processing in healthcare
  • Internet of Medical Things (IoMT) application, architecture, security, and technology
  • Computer assisted methods
  • Evaluation from response to tumour therapy
  • Biomedical medical and signal processing
  • The role of the Internet of Things (IoT) in tumour therapy
  • Multi-modality fusion for analysis and diagnostics
  • Advanced computational and learning approaches for diagnostic imaging
  • Cancerous and non-cancerous techniques with deep learning approaches
  • Tumour therapy-based applications with artificial intelligence

Articles

  • Special Issue
  • - Volume 2023
  • - Article ID 9802175
  • - Retraction

Retracted: Posture Monitoring of Basketball Training Based on Intelligent Wearable Device

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9896064
  • - Retraction

Retracted: Metabolic Differences between Ex-Smokers and Nonsmokers: A Metabolomic Analysis

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9787131
  • - Retraction

Retracted: Environmental Healthcare Assessment via Daily-Scale Drought Monitoring

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9848793
  • - Retraction

Retracted: A Study on the Evaluation of the Effect of Exercise on the Treatment of Chronic Diseases Based on a Digital Human Movement Model

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9857578
  • - Retraction

Retracted: Analysis of 78 Cases of Primary Gastrointestinal Lymphoma

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9846372
  • - Retraction

Retracted: SNHG1/miR-145-5p/KLF5 Axis Participates in Regulating the Proliferation and Migration of Oral Squamous Cell Cancer

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9891056
  • - Retraction

Retracted: Application of the Concept of Enhanced Recovery after Surgery in Total Laparoscopic Radical Gastrectomy

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9837065
  • - Retraction

Retracted: ADAM8 Activates NLRP3 Inflammasome to Promote Cerebral Ischemia-Reperfusion Injury

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9769424
  • - Retraction

Retracted: Construction and Application of Comprehensive Nursing Information Service Platform Based on Internet of Things Technology

Journal of Healthcare Engineering
  • Special Issue
  • - Volume 2023
  • - Article ID 9843720
  • - Retraction

Retracted: Employing Multimodal Machine Learning for Stress Detection

Journal of Healthcare Engineering

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