Machine Learning and Artificial Intelligence in Diagnostics
A section of Diagnostics (ISSN 2075-4418).
Section Information
Topics include, but are not limited to:
Artificial intelligence
Deep learning and machine learning
Computer-assisted diagnosis
Clinical decision support system
Medical informatics
Health information technology
Artificial neural networks
Medical algorithm
Decision trees
Big data
Biomedical image analysis
Tumour segmentation
Radiomics
Editorial Board
Topical Advisory Panel
Special Issues
Following special issues within this section are currently open for submissions:
- The Advanced Role of Deep Learning and Radiomics in Maxillofacial Imaging (Deadline: 30 November 2024)
- Novel Approaches for Artificial Intelligence in Neuroimaging Applications (Deadline: 30 November 2024)
- AI-Assisted Diagnostics in Telemedicine and Digital Health (Deadline: 30 November 2024)
- Artificial Intelligence Application in Cornea and External Diseases (Deadline: 30 November 2024)
- Advances in Disease Prediction (Deadline: 30 November 2024)
- Information-Driven Computer-Aided Diagnosis and Decision Support System (Deadline: 30 November 2024)
- Application of Artificial Intelligence to Advance Individualized Diagnosis and Treatment in Emergency and Critical Care Medicine, 2nd Edition (Deadline: 30 November 2024)
- Selected Papers from the First International Congress on the Applications of Artificial Intelligence in Cardiovascular Diseases (Deadline: 30 November 2024)
- Application of Artificial Intelligence in Gastrointestinal Disease (Deadline: 30 November 2024)
- Machine Learning and Deep Learning for Healthcare Data Processing and Analyzing (Deadline: 30 November 2024)
- Artificial Intelligence in Metabolic Diseases (Deadline: 30 November 2024)
- Machine Learning in Radiomics: Opportunities and Challenges (Deadline: 30 November 2024)
- Classification of Diseases Using Machine Learning Algorithms (Deadline: 30 November 2024)
- Medical Data Processing and Analysis—2nd Edition (Deadline: 30 November 2024)
- Fifth Anniversary of "Machine Learning and Artificial Intelligence in Diagnostics" Section (Deadline: 20 December 2024)
- Machine Learning in Medical Imaging (Deadline: 31 December 2024)
- Artificial Intelligence and Computational Methods in Cardiology (Deadline: 31 December 2024)
- AI and Big Data in Healthcare (Deadline: 31 December 2024)
- Deep Learning in Biomedical Signal Analysis (Deadline: 31 December 2024)
- Deep Learning in Medical and Biomedical Image Processing (Deadline: 31 December 2024)
- Medical Images Segmentation and Diagnosis (Deadline: 31 December 2024)
- Artificial Intelligence in Brain Diseases (Deadline: 31 December 2024)
- Applications of Artificial Intelligence in Gastrointestinal Diseases (Deadline: 31 December 2024)
- Advances in Machine Learning for Medical Image Processing and Analysis (Deadline: 31 December 2024)
- Integrative Approaches in Head and Neck Cancer Imaging (Deadline: 31 December 2024)
- Machine-Learning-Based Disease Diagnosis and Prediction (Deadline: 31 December 2024)
- The Potential of Generative AI in Radiology (Deadline: 31 December 2024)
- Impact of Deep Learning in Biomedical Engineering (Deadline: 31 December 2024)
- Machine Learning in Obstetrics and Gynecology Diagnosis (Deadline: 31 December 2024)
- Selected Papers from the International Conference on Artificial Intelligence and Machine Learning: Special Issue of Diagnostics (Deadline: 31 December 2024)
- Artificial Intelligence in Alzheimer’s Disease Diagnosis (Deadline: 31 December 2024)
- AI-Driven Diagnostics: Transforming Healthcare from Data to Clinical Decisions (Deadline: 31 December 2024)
- Challenges and Advances in Radiomics and Artificial Intelligence for Breast Cancer (Deadline: 31 December 2024)
- Artificial Intelligence and Deep Learning in Clinical Classification and Prediction (Deadline: 31 December 2024)
- Advancements in Artificial Intelligence for Dentomaxillofacial Radiology (Deadline: 31 December 2024)
- Artificial Intelligence in Brain Cancer (Deadline: 31 December 2024)
- Machine Learning in Signal and Image Analysis for Biomedical Application: 2nd Edition (Deadline: 31 December 2024)
- Artificial Intelligence for Clinical Diagnostic Decision Making (Deadline: 30 January 2025)
- Artificial Intelligence and Pattern Recognition Methods for the Automatic Detection and Evaluation of Neurological Disorders, 2nd Edition (Deadline: 31 January 2025)
- Intelligent Imaging in Nuclear Medicine—2nd Edition (Deadline: 31 January 2025)
- AI in Dermatology (Deadline: 31 January 2025)
- Artificial Intelligence in Pathological Image Analysis—2nd Edition (Deadline: 31 January 2025)
- Advances in Medical Image Processing, Segmentation and Classification (Deadline: 31 January 2025)
- Deep Learning in Medical Image Segmentation and Diagnosis (Deadline: 31 January 2025)
- Artificial Intelligence in Clinical Medical Imaging: 2nd Edition (Deadline: 28 February 2025)
- Artificial Intelligence in Clinical Decision Support—2nd Edition (Deadline: 28 February 2025)
- Artificial Intelligence in Cardiovascular Diseases (2024) (Deadline: 28 February 2025)
- Deep Learning Techniques for Medical Image Analysis (Deadline: 15 March 2025)
- AI and Digital Health for Disease Diagnosis and Monitoring (Deadline: 31 March 2025)
- The Applications of Radiomics in Precision Diagnosis (Deadline: 31 March 2025)
- The Future of Diagnostics: Exploring the Role of Artificial Intelligence in Medicine (Deadline: 31 March 2025)
- Artificial Intelligence Advances for Medical Computer-Aided Diagnosis—2nd Edition (Deadline: 31 March 2025)
- Artificial Intelligence in the Diagnostics of Dental Diseases, 2nd Edition (Deadline: 31 March 2025)
- The Role of AI in Ultrasound (Deadline: 30 April 2025)
- Artificial Intelligence Revolution in Chronic Inflammatory Diseases: Diagnosis, Prognosis, and Future Perspectives (Deadline: 30 April 2025)
- Advances in Machine Learning for Computer-Aided Diagnosis in Biomedical Imaging—2nd Edition (Deadline: 30 April 2025)
- Digital Technology and Artificial Intelligence in Ophthalmology (Deadline: 30 April 2025)
- The Advanced Role of Artificial Intelligence in Computed Tomography (CT) (Deadline: 30 April 2025)
- Artificial Intelligence in Neuroimaging 2024 (Deadline: 31 May 2025)
- Artificial Intelligence in Dermatology (Deadline: 31 May 2025)
- Alzheimer's Disease Diagnosis Based on Deep Learning (Deadline: 30 June 2025)
- Machine Learning in Precise and Personalized Diagnosis (Deadline: 30 June 2025)
- Artificial Intelligence in Biomedical Diagnostics and Analysis 2024 (Deadline: 30 June 2025)
- Artificial Intelligence in Diagnosis and Management of Cardiovascular Diseases (Deadline: 30 June 2025)
- Deep Learning in Biomedical Image and Signal Processing: Recent Advancements and Applications (Deadline: 30 June 2025)
- Artificial Intelligence in Gastrointestinal Disease: Diagnosis and Management in 2025 (Deadline: 30 June 2025)
- Artificial Intelligence in Eye Disease, 3rd Edition (Deadline: 30 June 2025)
- Application of Artificial Intelligence in Radiological Imaging Analysis and Diagnosis (Deadline: 30 June 2025)
- Lesion Detection and Analysis Using Artificial Intelligence, Third Edition (Deadline: 30 June 2025)
- Imaging and AI Applications in Glaucoma (Deadline: 30 June 2025)
- Digital Twins and Generative AI in Diagnostics (Deadline: 30 June 2025)
- A New Era in Diagnosis: From Biomarkers to Artificial Intelligence (Deadline: 30 June 2025)
- Artificial Intelligence for Precision Analysis and Decision Making in Medical Imaging (Deadline: 12 July 2025)
- Artificial Intelligence in Biomedical Imaging and Signal Processing (Deadline: 31 July 2025)
- Scaling Datasets, Annotations and Algorithms for Medical Image Segmentation (Deadline: 31 July 2025)
- Artificial Intelligence in Health Monitoring and Diagnosis: AI Meets Conventional Models (Deadline: 31 July 2025)
- Diagnosing Respiratory Diseases and Impaired Gas Exchange Using Machine Learning (Deadline: 31 August 2025)
- Use of Histopathological Image Analysis in Diagnostics (Deadline: 31 August 2025)
- Radiomics and Artificial Intelligence Applications in the Diagnosis of Brain Lesions (Deadline: 31 August 2025)
- Generative AI and Deep Learning in Medical Diagnostics (Deadline: 31 October 2025)
- Pathological Speech Classification and Processing for Advanced Medical Diagnosis (Deadline: 31 December 2025)
- Advances in Artificial Intelligence in Healthcare (Deadline: 31 December 2025)
Topical Collections
Following topical collections within this section are currently open for submissions:
