| |
|
|
|
|
|
|
|
|
1. |
Record Nr. |
UNINA9911007185403321 |
|
|
Autore |
Rashid Mamoon |
|
|
Titolo |
Medical Imaging Informatics : Machine Learning, Deep Learning and Big Data Analytics |
|
|
|
|
|
|
|
Pubbl/distr/stampa |
|
|
Stevenage : , : Institution of Engineering & Technology, , 2023 |
|
©2024 |
|
|
|
|
|
|
|
|
|
ISBN |
|
1-83724-416-2 |
1-5231-6311-9 |
1-83953-744-2 |
|
|
|
|
|
|
|
|
Edizione |
[1st ed.] |
|
|
|
|
|
Descrizione fisica |
|
1 online resource (383 pages) |
|
|
|
|
|
|
Collana |
|
Healthcare Technologies Series |
|
|
|
|
|
|
Altri autori (Persone) |
|
GoyalVishal |
BashirAli Kashif |
HakakSaqib |
|
|
|
|
|
|
|
|
Disciplina |
|
|
|
|
|
|
Soggetti |
|
Machine learning |
Deep learning (Machine learning) |
|
|
|
|
|
|
|
|
Lingua di pubblicazione |
|
|
|
|
|
|
Formato |
Materiale a stampa |
|
|
|
|
|
Livello bibliografico |
Monografia |
|
|
|
|
|
Nota di contenuto |
|
Contents -- About the editors -- Section 1: Medical image analysis using artificial intelligence -- 1. Intervention of medical images for disease prediction | Neha Singh, Shilpi Birla and Neeraj Kumar Shukla -- 2. Breast cancer detection in pathological imaging using deep learning methods | Bharati Ainapure and Reshma Pise -- 3. Detection of autism spectrum disorder using artificial intelligence | Kaushal Oza, Shree Udavant and Mamoon Rashid -- 4. Lossless medical image compression and noise removal using deep learning models | N. Karthikeyan, N. Pooranam, D. Surendran and M. Sivakumar -- 5. Prediction of diabetes using voting classification algorithms | Sunil Gupta, Neha Sharma, Gagandeep Kaur and Anita Sardana -- 6. Use of deep learning approaches for the prediction of diseases from medical images | Amrita Thakur, Kushagra Nagori, Ayushman Rao and Neeta Rai -- 7. Deep learning approach for the prediction of diseases in medical images | Sabeena Hussain and Sonali Powar -- 8. Detection of food allergy using deep learning | Abdul Majid Soomro, Sanjoy Kumar Debnath, Awad Bin Naeem, Susama Bagchi, Neha Sharma, Kamal Saluja |
|
|
|
|
|
|
|
|
|
|
|
and Sunil Gupta -- Section 2: Use of AI-enabled IoT in healthcare -- 9. Design and development of Internet of Things and artificial intelligence-based medical imaging system | Rupali A. Mahajan, Smita Chavan, Prajakta Ajay Khadkikar, Gayatri Mahendra Bhandari and Jyoti Manish Shinde -- 10. Internet of Things and medical imaging AI systems | Rajakumar Arul, Kalaipriyan Thirugnanasambandam and M. Kiruthigga -- 11. Role of artificial intelligence in medical IoT devices | Ankita Wadhawan, Nagnath Aherwadi and Usha Mittal -- Section 3: Applications of artificial intelligence in healthcare -- 12. Internet automation indulgence of virtual reality in psychiatric health disorder | Shweta Pandey, Samta Kathuria, Rajesh Singh and Anita Gehlot -- 13. Role of big data analytics in healthcare systems | Prathamesh Suhas Uravane, Vedant Vinay Ganthade, Adityaraj Sanjay Belhe, Abhiraj Sandeep Gadade and Mamoon Rashid -- Index |
|
|
|
|
|
|
Sommario/riassunto |
|
Medical Imaging Informatics is an edited book that discusses how medical images can be processed using machine learning techniques and big data analysis methods. These tools help physicians to gain a full overview of a patient's data, which in turn assists with diagnosis, prognosis or intervention. |
|
|
|
|
|
|
|
| |