Deep Learning Models for Medical Imaging (e-bok)
Fler böcker inom
Format
E-bok
Filformat
EPUB med Adobe-kryptering
Om Adobe-kryptering
Nedladdning
Kan laddas ned under 24 månader, dock max 6 gånger.
Språk
Engelska
Antal sidor
170
Utgivningsdatum
2021-09-07
Förlag
Elsevier Science
ISBN
9780128236505
Deep Learning Models for Medical Imaging (e-bok)

Deep Learning Models for Medical Imaging E-bok

av Kc Santosh, Nibaran Das, Swarnendu Ghosh
E-bok (Drm),  Engelska, 2021-09-07
Finns även som
Visa alla 1 format & utgåvor
Deep Learning Models for Medical Imaging explains the concepts of Deep Learning (DL) and its importance in medical imaging and/or healthcare using two different case studies: a) cytology image analysis and b) coronavirus (COVID-19) prediction, screening, and decision-making, using publicly available datasets in their respective experiments. Of many DL models, custom Convolutional Neural Network (CNN), ResNet, InceptionNet and DenseNet are used. The results follow 'with' and 'without' transfer learning (including different optimization solutions), in addition to the use of data augmentation and ensemble networks. DL models for medical imaging are suitable for a wide range of readers starting from early career research scholars, professors/scientists to industrialists. Provides a step-by-step approach to develop deep learning models Presents case studies showing end-to-end implementation (source codes: available upon request)
Visa hela texten

Kundrecensioner

Har du läst boken? Sätt ditt betyg »

Fler böcker av författarna

Kc Santosh, Nibaran Das, Swarnendu Ghosh

Du kanske gillar