Artificial intelligence in cancer diagnosis and prognosis. Lung and kidney cancer / Volume 1, ([2022])

• Record Type: Book
• Other Titles: Lung and kidney cancer
• Further Information: Note: Edited by Ayman El-Baz, Jasjit S. Suri.
• Editors: El-Baz, Ayman S; Suri, Jasjit S
• Other Names: Institute of Physics (Great Britain), publisher.
• Contents: 1. American Joint Committee on Cancer staging of lung and renal cancers using a recurrent deep neural network model / Dipanjan Moitra -- 2. Neural-ensemble-based detection : a modern way to diagnose lung cancer / Sharayu Govardhane, Sahil Gandhi and Pravin Shende -- 3. Computed tomography and magnetic resonance imaging machine learning applications for renal cell carcinoma / Elvira Guerriero, Arnaldo Stanzione, Lorenzo Ugga and Renato Cuocolo -- 4. Pulmonary nodule-based feature learning for automated lung tumor grading using convolutional neural networks / Supriya Suresh and Subaji Mohan -- 5. Detection of lung contours using closed principal curves and machine learning / Tao Peng, Yihuai Wang, Thomas Canhao Xu, Lianmin Shi, Jianwu Jiang and Shilang Zhu -- 6. Bytes, pixels, and bases : machine learning in imaging-omics for renal cell carcinoma / Ruchi Chauhan, C.V. Jawahar and P.K. Vinod -- 7. Detection, growth quantification, and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans / Xavier Rafael-Palou, Anton Aubanell, Mario Ceresa, Vicent Ribas, Gemma Piella and Miguel A González Ballester -- 8. Training a deep multiview model using small samples of medical data / Junzhou Huang, Xinliang Zhu and Jiawen Yao -- 9. Overview of deep learning for lung cancer diagnosis / Boran Sekeroglu, Daniel Chwaifo Malann and Kubra Tuncal -- 10. Artificial intelligence for cancer diagnosis / Sura Khalil Abd, Mustafa Musa Jaber, Sarah Yahya Ali and Mohammed Hasan Ali -- 11. Lung cancer diagnosis using 3D-CNN and spherical harmonics expansions / Ahmed Shaffie, Ahmed Soliman, Ali Mahmoud, Fatma Taher, Mohammed Ghazal and Ayman El-Baz.
• Publisher Details: Bristol [England] (No.2 The Distillery, Glassfields, Avon Street, Bristol, BS2 0GR, UK) : IOP Publishing
• Publication Date: 2022
• Extent: 1 online resource, illustrations (some color)
• Subjects: 616.99/4; Cancer -- Diagnosis -- Data processing; Cancer -- Treatment -- Data processing; Lungs -- Cancer -- Diagnosis -- Data processing; Lungs -- Cancer -- Treatment -- Data processing; Kidneys -- Cancer -- Diagnosis -- Data processing; Kidneys -- Cancer -- Treatment -- Data processing; Artificial intelligence -- Medical applications; Neoplasms -- diagnosis; Neoplasms -- therapy; Lung Neoplasms -- diagnosis; Lung Neoplasms -- therapy; Kidney Neoplasms -- diagnosis; Kidney Neoplasms -- therapy; Artificial Intelligence; Technology, engineering, agriculture; Biomedical engineering; Artificial intelligence -- Medical applications; Cancer -- Diagnosis -- Data processing; Cancer -- Treatment -- Data processing
• Languages: English
• ISBNs: 9780750335959; 0750335955; 9780750335942; 0750335947
• Related ISBNs: 9780750335935; 9780750335966
• Notes: Note: Includes bibliographical references.; Note: Title from PDF title page (viewed on November 9, 2022).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.