Mariana Aya Suzuki Uchida

According to our database, Mariana Aya Suzuki Uchida authored at least 3 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Data Augmentation for Medical Image Segmentation: A Comparative Analysis of Traditional Techniques and Synthetic Data Generation.

Mariana Aya Suzuki Uchida, Erikson Júlio De Aguiar, Caetano Traina Jr., Agma J. M. Traina

Proceedings of the 40th Brazilian Symposium on Databases, 2025

Improving U-Net with Attention Mechanism for Medical Image Segmentation Applications.

Eduardo Sperle Honorato, Mariana Aya Suzuki Uchida, Agma J. M. Traina, Denis F. Wolf

Proceedings of the 38th IEEE International Symposium on Computer-Based Medical Systems, 2025

2024

Out-of-Distribution Object Detection in Autonomous Vehicles With Yolo Model.

Eduardo Sperle Honorato, Mariana Aya Suzuki Uchida, Thiago Henrique Segreto Silva, Denis Fernando Wolf

Proceedings of the Latin American Robotics Symposium, 2024