Applications of artificial intelligence in medical imaging / edited by Abdulhamit Subasi.
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| Other Authors: | |
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| Format: | Ebook |
| Language: | English |
| Published: |
Amsterdam :
Academic Press,
2022.
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| Series: | Artificial intelligence applications in healthcare and medicine.
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| Subjects: | |
| Online Access: | Click here to view this book |
| Item Description: | 1. Introduction to AI techniques for medical Imaging <br>2. Brain tumor segmentation and grading of lower-grade glioma using deep learning <br>3. Deep learning approach for brain cancer MRI images classification <br>4. Breast cancer detection using mammogram images and deep learning <br>5. Artificial intelligence techniques for breast cancer detection using Ultrasound imaging <br>6. Breast cancer detection using deep features and histopathological images <br>7. Deep learning for detection of pancreatic cancer <br>8. Automatic tumor delineation in rectal cancer using deep learning <br>9. Automated detection of lung cancer using deep neural networks <br>10. Automated detection of colon cancer using deep neural networks <br>11. Artificial intelligence-based image classification methods for diagnosis of skin cancer <br>12. A deep learning framework for prostate cancer detection using histopathological images <br>13. Artificial Intelligence in Alzheimer Detection <br>14. Classification of PPMI MRI scans for the diagnosis of Parkinson's disease<br>15. Deep learning model for identifying mild cognitive impairment in patients with Parkinson's disease <br>16. Detection and Classification of Diabetic Retinopathy Lesions using deep learning <br>17. Use of CT Imaging and Artificial Intelligence in COVID-19 Infection <br>18. Deep learning approaches for COVID-19 detection based on chest X-ray images <br>19. Pneumonia Detection in Chest X-Ray <br>20. AI for major depressive disorder <br>21. AI study of patients with schizophrenia, bipolar disorder and healthy subjects <br>22. Identification of suicidality in adolescent major depressive disorder patients using AI <br>23. Artificial Intelligence in Head and Neck Imaging. |
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| Physical Description: | 1 online resource. |
| ISBN: | 0443184518 9780443184512 |