New Insight in Biomedicine: Optics, Ultrasound and Imaging
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 (31 August 2023) | Viewed by 4147
Special Issue Editors
Interests: artificial intelligence; pattern recognition; 2D and 3D image processing; computer graphics; ear and face biometrics; medical imaging; database systems; telerobotics
Special Issues, Collections and Topics in MDPI journals
Interests: artificial intelligence; data science; health care data analytics across domains of radiology; dermatology; ophthalmology; biomedical informatics; computer vision
Interests: biomedical imaging and image processing; tele-health; computer vision; pattern recognition and data mining; expert systems; signal processing; artificial intelligence and its application in ophthalmology; oncology; osteology and podiatry
Interests: artificial intelligence; machine learning; deep learning; pattern recognition; computer vision; health analytics; facial analysis; robotics and autonomous systems; object detection; recognition and segmentation; image/video processing
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
During the past decade, there has been an explosion in the development of novel optics, ultrasound and imaging techniques in biomedical research and clinical applications. Significant progresses have been observed in to provide new and improved biological information contributing to better diagnosis and in-depth understanding of the biological processes. Moreover, recent advances in machine learning or in particular deep learning has significantly advanced the diagnostic capability and have enabled novel diagnostic and treatment approaches for different types of diseases.
This special issue aims to report the latest advances in biomedical optics, ultrasound and other imaging techniques along with the state-of-the-art machine learning algorithms for analyzing them for early prediction, diagnosis or treatment planning for various diseases.
This special issue will publish high-quality, original research and review papers, in the following fields:
- Explainable AI for medical imaging
- Imbalance data problem in medical image analysis
- Optical coherence tomography, color fundus photography, X-rays, CT, ultrasound, whole slide and other medical image modalities
- Registration and segmentation of medical images
- Disease prediction, diagnosis and prognosis using medical images
- Medical image enhancement and noise reduction
- Machine learning and deep learning
- Medical image processing and reconstruction
- Optical image guided surgery
- Multimodal imaging or sensor integration
Dr. Syed Islam
Dr. Yasmeen Mourice George
Dr. Sajib Saha
Dr. Syed Afaq Ali Shah
Guest Editors
Manuscript Submission Information
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Keywords
- biomedical optics
- diagnostic imaging
- machine learning
- deep learning
- AI for medical imaging
- treatment planning
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