Intelligent medicine on prediction of pelvic lymph node metastasis /
Focuses on leveraging intelligent medical techniques to predict lymph node metastasis, using pelvic cancer as a primary case study. Combined with the actual clinical application scenarios, this book introduces deep neural network models, application systems, and carries out method concentrated on th...
Guardat en:
| Autors principals: | , , |
|---|---|
| Format: | Electrònic eBook |
| Idioma: | anglès |
| Publicat: |
London, United Kingdom ; San Diego, CA, United States :
Academic Press, an imprint of Elsevier,
[2025]
|
| Matèries: | |
| Accés en línia: | ScienceDirect |
| Etiquetes: |
Afegir etiqueta
Sense etiquetes, Sigues el primer a etiquetar aquest registre!
|
MARC
| LEADER | 00000cam a2200000 i 4500 | ||
|---|---|---|---|
| 001 | on1464589515 | ||
| 003 | OCoLC | ||
| 005 | 20260915095216.0 | ||
| 006 | m o d | ||
| 007 | cr cnu---unuuu | ||
| 008 | 241101s2025 enka ob 001 0 eng d | ||
| 040 | |a YDX |b eng |e rda |e pn |c YDX |d OCLCO |d OPELS |d EMU |d OCLCO |d YDX |d OCLCL |d OCLCF |d OCLCO |d OCLCQ | ||
| 020 | |a 9780443338762 |q electronic book | ||
| 020 | |a 0443338760 |q electronic book | ||
| 020 | |z 9780443338755 |q paperback | ||
| 020 | |z 0443338752 |q paperback | ||
| 035 | |a (OCoLC)1464589515 | ||
| 050 | 4 | |a RC280.L9 |b Z43 2025 | |
| 082 | 0 | 4 | |a 616.99/442 |2 23/eng/20241203 |1 https://id.oclc.org/worldcat/ddc/E3bh7TVjY4MmYB47CJHgbg4KCf |
| 100 | 1 | |a Zhang, Haixian, |e author. | |
| 245 | 1 | 0 | |a Intelligent medicine on prediction of pelvic lymph node metastasis / |c Haixian Zhang, Intelligent Medicine Center, Sichuan University, China, Zhang Yi, Intelligent Medicine Center, Sichuan University, China, Ziqiang Wang, West China Hospital, Sichuan University, China. |
| 264 | 1 | |a London, United Kingdom ; |a San Diego, CA, United States : |b Academic Press, an imprint of Elsevier, |c [2025] | |
| 300 | |a 1 online resource (xiii, 252 pages) : |b illustrations (some color) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 340 | |p illustration |0 http://rdaregistry.info/termList/IllusContent/1014 |2 rdaill | ||
| 340 | |g polychrome |0 http://rdaregistry.info/termList/RDAColourContent/1003 |2 rdacc | ||
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Chapter 1. Introduction -- Chapter 2. Some popular neural networks -- Chapter 3. Introduction to pelvic lymph nodes and data preparations -- Chapter 4. Intelligent localization of pelvic lymph nodes -- Chapter 5. Intelligent partition of pelvic lymph nodes -- Chapter 6. Intelligent segmentation of pelvic lymph nodes and accessory accompanying pelvic artery -- Chapter 7. Intelligent prediction of pelvic lymph node metastasis -- Chapter 8. Summary. | |
| 520 | |a Focuses on leveraging intelligent medical techniques to predict lymph node metastasis, using pelvic cancer as a primary case study. Combined with the actual clinical application scenarios, this book introduces deep neural network models, application systems, and carries out method concentrated on the four major links of lymph node location, partition, segmentation and metastasis prediction, aiming to provide theoretical and experimental reference for researchers in this field. In 8 chapters this title introduces the reader to intelligent medicine and deep neural networks, summarises the intelligent biological neural network and the classical artificial neural network, introduces several commonly used network architectures and a new neural network model, and introduces the deep learning based algorithms on lymph nodes metastasis prediction, summarising the method and experimental results. This book is a friendly learning tool, providing beginners and researchers with an in-depth knowledge of deep learning and how to develop intelligent medicine methods in lymph node metastasis prediction. | ||
| 588 | |a Description based on online resource; title from digital title page (viewed on April 09, 2025). | ||
| 650 | 0 | |a Lymph nodes |x Cancer |x Research. | |
| 650 | 0 | |a Pelvis |x Cancer. | |
| 650 | 0 | |a Artificial intelligence |x Medical applications. | |
| 650 | 6 | |a Ganglions lymphatiques |0 (CaQQLa)201-0078415 |x Cancer |0 (CaQQLa)201-0378838 |x Recherche. |0 (CaQQLa)201-0379425 | |
| 650 | 7 | |a Artificial intelligence |x Medical applications |2 fast |0 (OCoLC)fst00817267 | |
| 650 | 7 | |a Pelvis |x Cancer |2 fast |0 (OCoLC)fst01056741 | |
| 700 | 1 | |a Yi, Zhang, |e author. |1 https://id.oclc.org/worldcat/entity/E39PCjHvH3Gyft8mWVCcvQ4XV3 | |
| 700 | 1 | |a Wang, Ziqiang |c (Physician), |e author. | |
| 776 | 0 | 8 | |c Original |z 0443338752 |z 9780443338755 |w (OCoLC)1438917573 |
| 856 | 4 | 0 | |3 ScienceDirect |u https://www.sciencedirect.com/science/book/9780443338755 |