Výsledky vyhledávání - "sparse deep convolutional autoencoder"

SPAER: Sparse Deep Convolutional Autoencoder Model to Extract Low Dimensional Imaging Biomarkers for Early Detection of Breast Cancer Using Dynamic Thermography

Autoři: Bardia Yousefi Hamed Akbari Michelle Hershman a další

Zdroj: Applied Sciences, Vol 11, Iss 7, p 3248 (2021)

Témata: breast cancer, thermography, sparse deep convolutional autoencoder, matrix factorization, dimensionality reduction, thermomics, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

Popis souboru: electronic resource

Relation: https://www.mdpi.com/2076-3417/11/7/3248; https://doaj.org/toc/2076-3417

Přístupová URL adresa: https://doaj.org/article/3c70757effa743f3b9bef5e4d264eb2f

SPAER: Sparse Deep Convolutional Autoencoder Model to Extract Low Dimensional Imaging Biomarkers for Early Detection of Breast Cancer Using Dynamic Thermography.

Autoři: Yousefi, Bardia Akbari, Hamed Hershman, Michelle a další

Zdroj: Applied Sciences (2076-3417); Apr2021, Vol. 11 Issue 7, p3248, 15p

Témata: EARLY detection of cancer, THERMOGRAPHY, MATRIX decomposition, DEEP learning, INFRARED imaging, NONNEGATIVE matrices

Machine Learning Techniques Using Deep Instinctive Encoder-Based Feature Extraction for Optimized Breast Cancer Detection.

Autoři: Priyadarshni, Vaishnawi Sharma, Sanjay Kumar Rahmani, Mohammad Khalid Imam a další

Zdroj: Computers, Materials & Continua; 2024, Vol. 78 Issue 2, p2242-2468, 28p

Témata: MACHINE learning, EARLY detection of cancer, FEATURE extraction, ARTIFICIAL neural networks, BREAST cancer, DEEP learning

Deep Learning for Medical Image-Based Cancer Diagnosis.

Autoři: Jiang, Xiaoyan Hu, Zuojin Wang, Shuihua a další

Zdroj: Cancers; Jul2023, Vol. 15 Issue 14, p3608, 72p

Témata: TUMOR diagnosis, DEEP learning, DIGITAL image processing, X-rays, MAGNETIC resonance imaging, POSITRON emission tomography computed tomography, DIAGNOSTIC imaging, COMPUTER-aided diagnosis, COMPUTED tomography, ARTIFICIAL neural networks, PREDICTION models

A systematic review of breast cancer detection on thermal images.

Autoři: Aqthobirrobbany, Aqil Hardani, Dian Nova Kusuma Soesanti, Indah a další

Zdroj: Communications in Science & Technology; 2023, Vol. 8 Issue 2, p216-225, 10p

Témata: BREAST cancer diagnosis, MEDICAL thermography, INFRARED imaging, ARTIFICIAL intelligence, DEEP learning, BREAST cancer

Dynamic Vascular Imaging Using Active Breast Thermography.

Autoři: Gershenson, Meir Gershenson, Jonathan

Zdroj: Sensors (14248220); Mar2023, Vol. 23 Issue 6, p3012, 14p

Témata: INFRARED imaging, THERMOGRAPHY, CARDIOVASCULAR system, BREAST imaging, BREAST, SKIN temperature

Dual-Intended Deep Learning Model for Breast Cancer Diagnosis in Ultrasound Imaging.

Autoři: Vigil, Nicolle Barry, Madeline Amini, Arya a další

Zdroj: Cancers; Jun2022, Vol. 14 Issue 11, p2663-2663, 16p

Témata: BREAST tumor diagnosis, DEEP learning, DIGITAL image processing, EARLY detection of cancer, RANDOM forest algorithms, DIAGNOSTIC imaging, DESCRIPTIVE statistics, STATISTICAL correlation, BREAST tumors