Violeta Chang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 7

Top Topics

Supervised Learning

Top Venues

Comput. Biol. Medicine

CVII-STENT/LABELS@MICCAI

Multim. Tools Appl.

Publications

Tomás de la Sotta, Violeta Chang, Benjamín Pizarro, Héctor Henriquez, Nicolás Alvear, Jose M. Saavedra
Impact of attention mechanisms for organ segmentation in chest x-ray images over U-Net model. Multim. Tools Appl. 83 (16) (2024)
Felipe A. Quezada, Carlos F. Navarro, Cristian Muñoz, Manuel Zamorano, Jorge Jara-Wilde, Violeta Chang, Cristóbal A. Navarro, Mauricio Cerda
RaViTT: Random Vision Transformer Tokens. CoRR (2023)
Benjamín Hernández, Violeta Chang
Gold-standard of HER2 breast cancer biopsies using supervised learning based on multiple pathologist annotations. CoRR (2022)
Ruth Marín, Violeta Chang
Impact of transfer learning for human sperm segmentation using deep learning. Comput. Biol. Medicine 136 (2021)
Violeta Chang
Generation of a HER2 Breast Cancer Gold-Standard Using Supervised Learning from Multiple Experts. CVII-STENT/LABELS@MICCAI (2018)
Violeta Chang, Laurent Heutte, Caroline Petitjean, Steffen Härtel, Nancy Hitschfeld
Automatic classification of human sperm head morphology. Comput. Biol. Medicine 84 (2017)
Violeta Chang, Alejandra Garcia, Nancy Hitschfeld, Steffen Härtel
Gold-standard for computer-assisted morphological sperm analysis. Comput. Biol. Medicine 83 (2017)
Violeta Chang, Jose M. Saavedra, Victor Castañeda, Luis Sarabia, Nancy Hitschfeld, Steffen Härtel
Gold-standard and improved framework for sperm head segmentation. Comput. Methods Programs Biomed. 117 (2) (2014)
Jose M. Saavedra, Benjamin Bustos, Violeta Chang
An Accurate Hand Segmentation Approach using a Structure based Shape Localization Technique. VISAPP (1) (2013)