Advanced Computational Methods for Oncological Image Analysis

[Cancer is the second most common cause of death worldwide and encompasses highly variable clinical and biological scenarios. Some of the current clinical challenges are (i) early diagnosis of the disease and (ii) precision medicine, which allows for treatments targeted to specific clinical cases. T...

Full description

Saved in:

Bibliographic Details
Other Authors:	Rundo, Leonardo (Editor), Militello, Carmelo (Editor), Conti, Vincenzo (Editor), Zaccagna, Fulvio (Editor), Han, Changhee (Editor)
Format:	Book Chapter
Published:	Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
Subjects:	Medicine melanoma detection deep learning transfer learning ensemble classification 3D-CNN immunotherapy radiomics self-attention breast imaging microwave imaging image reconstruction segmentation unsupervised machine learning k-means clustering Kolmogorov-Smirnov hypothesis test statistical inference performance metrics contrast source inversion brain tumor segmentation magnetic resonance imaging survey brain MRI image tumor region skull stripping region growing U-Net BRATS dataset incoherent imaging clutter rejection breast cancer detection MRgFUS proton resonance frequency shift temperature variations referenceless thermometry RBF neural networks interferometric optical fibers breast cancer risk assessment machine learning texture mammography medical imaging imaging biomarkers bone scintigraphy prostate cancer semisupervised classification false positives reduction computer-aided detection breast mass mass detection mass segmentation Mask R-CNN dataset partition brain tumor classification shallow machine learning breast cancer diagnosis Wisconsin Breast Cancer Dataset feature selection dimensionality reduction principal component analysis ensemble method n/a
Online Access:	Get Fullteks DOAB: description of the publication
Tags:	Add Tag No Tags, Be the first to tag this record!

Internet

Get Fullteks
DOAB: description of the publication

3rd Floor Main Library

Holdings details from 3rd Floor Main Library
Call Number:	A1234.567
Copy 1	Available

Advanced Computational Methods for Oncological Image Analysis

Internet

3rd Floor Main Library

Similar Items