| 000 | 02347nam a22003495i 4500 | ||
|---|---|---|---|
| 988 | _aSpringer_Medicine_2015 | ||
| 999 |
_c82418 _d82418 _x1 |
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| 001 | 82418 | ||
| 003 | ES-MaUEC | ||
| 005 | 20230207040411.0 | ||
| 006 | a||||fo|||| 00| 0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 150619s2015 gw | s |||| 0|eng d | ||
| 020 | _a9783319183053 | ||
| 040 |
_aES-MaUEC _bspa _cES-MaUEC _dES-MaUEC |
||
| 050 | 4 |
_aR859.7.A78 _b2015 EB |
|
| 245 | 0 | 0 |
_aMachine Learning in Radiation Oncology : _bTheory and Applications _cedited by Issam El Naqa, Ruijiang Li, Martin J Murphy |
| 264 | 1 |
_aCham, Switzerland _bSpringer _c2015 |
|
| 300 | _a1 recurso en línea (XIV, 336 p.) 127 il., 67 il. col. | ||
| 336 |
_aTexto _btxt _2rdacontent |
||
| 337 |
_aelectrónico _bc _2rdamedia |
||
| 338 |
_arecurso electrónico _bcr _2rdacarrier |
||
| 338 |
_aonline resource _bcr _2rdacarrier |
||
| 520 | _aThis book provides a complete overview of the role of machine learning in radiation oncology and medical physics, covering basic theory, methods, and a variety of applications in medical physics and radiotherapy. An introductory section explains machine learning, reviews supervised and unsupervised learning methods, discusses performance evaluation, and summarizes potential applications in radiation oncology. Detailed individual sections are then devoted to the use of machine learning in quality assurance; computer-aided detection, including treatment planning and contouring; image-guided radiotherapy; respiratory motion management; and treatment response modeling and outcome prediction. The book will be invaluable for students and residents in medical physics and radiation oncology and will also appeal to more experienced practitioners and researchers and members of applied machine learning communities. | ||
| 650 | 0 | 4 |
_aInteligencia artificial en medicina _9421371 |
| 650 | 7 |
_aRadioterapia _0 _2embne _9139979 |
|
| 700 | 1 |
_aEl Naqa, Issam _eeditor literario _995340 _0Local |
|
| 700 | 1 |
_aLi, Ruijiang _eeditor literario _995341 _0Local |
|
| 700 | 1 |
_aMurphy, Martin J _eeditor literario _995342 _0Local |
|
| 856 | 4 | 0 |
_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://link.springer.com/book/10.1007/978-3-319-18305-3 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid) |
| 942 |
_2lcc _cLE |
||
| 998 |
_b11/2020 _dz _eIG _feng _ggw _h0 |
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