Formalization of Medical Diagnostic Rules

Background: Medical imaging encloses different imaging techniques and processes to image the human body for medical diagnostic and treatment purposes. Hence it plays an important role to improve public health. The technological development in biomedical imaging specifically in X-ray, Computed Tomography (CT), nuclear ultrasound including Positron Emission Tomography (PET), optical and Magnetic Resonance Imaging (MRI) can provide valuable information unique to a person. Objective: In health care applications, the images are needed to be exchanged mostly over wireless medium. The diagnostic images with confidential information of a patient need to be protected from unauthorized access during transmission. In this paper, a novel encryption method is proposed to improve the security and integrity of medical images. Methods: Chaotic map along with DNA cryptography is used for encryption. The proposed method describes a two phase encryption of medical images. Results: Performance of the proposed method is also tested by various analysis metrics. Robustness of the method against different noises and attacks is analyzed. Conclusion: The results show that the method is efficient and well suitable to medical images.

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Explained Artificial Intelligence Helps to Integrate Artificial and Human Intelligence Into Medical Diagnostic Systems: Analytical Review of Publications

2020 IEEE 14th International Conference on Application of Information and Communication Technologies (AICT) ◽

10.1109/aict50176.2020.9368576 ◽

2020 ◽

Author(s):

Mais Farkhadov ◽

Aleksander Eliseev ◽

Nina Petukhova

Keyword(s):

Artificial Intelligence ◽

Human Intelligence ◽

Diagnostic Systems ◽

Medical Diagnostic ◽

Analytical Review

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Polarity-active NIR probes with strong two-photon absorption and ultrahigh binding affinity of insulin amyloid fibrils

Chemical Science ◽

10.1039/d0sc03907a ◽

2021 ◽

Author(s):

Li Li ◽

Zheng Lv ◽

Zhongwei Man ◽

Zhenzhen Xu ◽

YuLing Wei ◽

...

Keyword(s):

Neurodegenerative Diseases ◽

Binding Affinity ◽

Fluorescent Probes ◽

Amyloid Fibrils ◽

Photon Absorption ◽

Two Photon Absorption ◽

Two Photon ◽

Medical Diagnostic

Amyloid fibrils are associated with many neurodegenerative diseases. In-situ and in-vivo visualization of amyloid fibrils is important for medical diagnostic and requires fluorescent probes with both excitation and emission wavelengths in...

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