Noelia Vallez - Publications

Synthetic AI-Generated Satellite Imagery to Improve Earth Observation-Based Neural Networks.

Journal: Sensors (Basel, Switzerland)

Published: May 07, 2026

Comparative analysis of deep learning methods for breast ultrasound lesion detection and classification.

Journal: Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)

Published: September 06, 2024

BUS-UCLM: Breast ultrasound lesion segmentation dataset.

Journal: Scientific data

Published: June 21, 2024

Data augmentation via warping transforms for modeling natural variability in the corneal endothelium enhances semi-supervised segmentation.

Journal: PloS one

Published: January 15, 2024

Comparison of deep learning models for digital H&E staining from unpaired label-free multispectral microscopy images.

Journal: Computer methods and programs in biomedicine

Published: January 23, 2023

Diffeomorphic transforms for data augmentation of highly variable shape and texture objects.

Journal: Computer methods and programs in biomedicine

Published: September 27, 2021

MicroHikari3D: an automated DIY digital microscopy platform with deep learning capabilities.

Journal: Biomedical optics express

Published: July 27, 2021

Automatic Museum Audio Guide.

Journal: Sensors (Basel, Switzerland)

Published: November 22, 2019

Eyes of Things.

Journal: Sensors (Basel, Switzerland)

Published: March 30, 2017

Sample Selection for Training Cascade Detectors.

Journal: PloS one

Published: March 04, 2015

An automated system for whole microscopic image acquisition and analysis.

Journal: Microscopy research and technique

Published: October 23, 2013

CADe system integrated within the electronic health record.

Journal: BioMed research international

Published: April 26, 2013