Author

Mariana Aya Suzuki Uchida

Observed name: Mariana Aya S. Uchida

Observed institution: Universidade de São Paulo

ORCID: 0009-0001-9770-0817

Observed ORCID: 0009-0001-9770-0817

OpenAlex ID: A5128821498

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

2025 · Eduardo S. Honorato, Mariana Aya S. Uchida, et al. · Proceedings - IEEE Symposium on Computer-Based Medical Systems · 4

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

2024 · Eduardo Sperle Honorato, Mariana Aya Suzuki Uchida, et al. · Latin American Robotics Symposium, Brazilian Symposium on Robotics and Workshop on Robotics in Education (LARS/SBR/WRE) · 1

Online Imputation Analysis for Anomaly Heart Rate Detection in Wearable Data Streams

2026 · Afonso Matheus S. Lima, Mariana Aya S. Uchida, et al. · Proceedings - IEEE Symposium on Computer-Based Medical Systems

Aumento Controlado de Dados para Apoiar o Treinamento de Modelos Profundos em Segmentação de Imagens Médicas

2026 · Mariana Aya Suzuki Uchida · Digital Library of Theses and Dissertations (Universidade de São Paulo)

CoSegXAI: A Pipeline for Context vs. Segmented ROI Images in Lung Disease Classification through Saliency Map Insights

2026 · Graciella Dos Santos Favoreto, Mariana Aya Suzuki Uchida, et al. · Revista de Informática Teórica e Aplicada

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

2025 · Mariana Aya S. Uchida, Erikson J. de Aguiar, et al. · Simpósio Brasileiro de Bancos de Dados (SBBD)

PDF

Estudo de modelo de U-net bidimensional para realizar segmentação automatizada de corpos vertebrais fraturados em exames de ressonância magnética

2022 · Mariana Aya Suzuki Uchida

PDF

Works count: 7

Citation count: 5

H-index: 1

I10-index: