Image Processing Techniques for Biomedical Applications II
A special issue of Applied Sciences (ISSN 2076-3417). This special issue belongs to the section "Applied Biosciences and Bioengineering".
Deadline for manuscript submissions: closed (20 September 2022) | Viewed by 2222
Special Issue Editors
Interests: computer vision; image retrieval; biomedical image analysis; pattern recognition and machine learning
Special Issues, Collections and Topics in MDPI journals
Interests: computer vision; image processing; machine learning; deep learning; artificial intelligence; medical image analysis; biomedical image analysis
Special Issues, Collections and Topics in MDPI journals
Interests: computer vision; medical image analysis; shape analysis and matching; image retrieval and classification
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
This Special Issue of the journal Applied Sciences, entitled Image-Processing Techniques for Biomedical Applications II, aims to present recent advances in the generation and utilization of image-processing techniques and future prospects of this fundamental research area.
In recent years, there has been a growing interest in the creation of powerful biomedical image processing tools to assist medical experts. This is mainly due to the availability of medical data in digital form, which enables a large number of artificial intelligence applications based on classical machine learning and deep learning.
This Special Issue pays special attention to contributions dealing with practical problems, where image processing applications have to deal with challenging scenarios where high inter/intra-patient variability is present. All interested authors are invited to submit their most recent results on biomedical image processing and analysis for possible publication in this Special Issue. All articles must be original, unpublished work and will be subject to the normal standards and peer review processes of this journal.
Potential topics include, but are not limited to:
- Medical image reconstruction;
- Medical image retrieval;
- Medical image segmentation;
- Deep or handcrafted features for biomedical image classification;
- Visualization in biomedical imaging;
- Machine learning and artificial intelligence;
- Image analysis of anatomical structures and lesions;
- Computer-aided detection/diagnosis;
- Multimodality fusion for diagnosis, image analysis, and image-guided interventions;
- Combination of image analysis with clinical data mining and analytics;
- Applications of big data in imaging;
- Microscopy and histology image analysis;
- Ophthalmic image analysis;
- Applications of computational pathology in the clinic.
Prof. Dr. Cecilia Di Ruberto
Dr. Andrea Loddo
Dr. Lorenzo Putzu
Guest Editors
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Keywords
- medical image reconstruction
- medical image retrieval
- medical image segmentation
- deep or handcrafted features for biomedical image classification
- visualization in biomedical imaging
- machine learning and artificial intelligence
- image analysis of anatomical structures and lesions
- computer-aided detection/diagnosis
- multimodality fusion for diagnosis, image analysis, and image-guided interventions
- combination of image analysis with clinical data mining and analytics
- applications of big data in imaging
- microscopy and histology image analysis
- ophthalmic image analysis
- applications of computational pathology in the clinic
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Related Special Issue
- Image Processing Techniques for Biomedical Applications in Applied Sciences (28 articles)