Matheus del-Valle

Publication Activity (10 Years)

Years Active: 2023-2023
Publications (10 Years): 3

Top Topics

Hyperspectral Images

Convolutional Neural Network

Computer Aided Diagnosis

Computed Tomography

Top Venues

Publications

Matheus del-Valle, Emerson Soares Bernardes, Denise Maria Zezell
Dual-path convolutional neural network using micro-FTIR imaging to predict breast cancer subtypes and biomarkers levels: estrogen receptor, progesterone receptor, HER2 and Ki67. CoRR (2023)
Matheus del-Valle, Lariza Laura de Oliveira, Henrique Cursino Vieira, Henrique Min Ho Lee, Lucas Lembrança Pinheiro, Maria Fernanda Portugal, Newton Shydeo Brandão Miyoshi, Nelson Wolosker
DeepVox and SAVE-CT: a contrast- and dose-independent 3D deep learning approach for thoracic aorta segmentation and aneurysm prediction using computed tomography scans. CoRR (2023)
Matheus del-Valle, Emerson Soares Bernardes, Denise Maria Zezell
One-dimensional convolutional neural network model for breast cancer subtypes classification and biochemical content evaluation using micro-FTIR hyperspectral images. CoRR (2023)