Guilherme C. Oliveira

According to our database, Guilherme C. Oliveira authored at least 14 papers between 2022 and 2026.

Collaborative distances:

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

2026

CHiRPE: A Step Towards Real-World Clinical NLP with Clinician-Oriented Model Explanations.

Stephanie Fong, Zimu Wang, Guilherme C. Oliveira, Xiangyu Zhao, Yiwen Jiang, Jiahe Liu, Beau-Luke Colton, Scott W. Woods, Martha Shenton, Barnaby Nelson, Zongyuan Ge, Dominic Dwyer

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

It Hears, It Sees too: Multi-Modal LLM for Depression Detection By Integrating Visual Understanding into Audio Language Models.

Xiangyu Zhao, Yaling Shen, Yiwen Jiang, Zimu Wang, Jiahe Liu, Maxmartwell H. Cheng, Guilherme C. Oliveira, Robert Desimone, Dominic Dwyer, Zongyuan Ge

CoRR, November, 2025

Facial Expression Analysis in Parkinsons's Disease Using Machine Learning: A Review.

Guilherme C. Oliveira, Quoc Cuong Ngo, Leandro A. Passos, Danilo Samuel Jodas, João Paulo Papa, Dinesh Kant Kumar

ACM Comput. Surv., August, 2025

A pilot study for speech assessment to detect the severity of Parkinson's disease: An ensemble approach.

Guilherme C. Oliveira, Nemuel Daniel Pah, Quoc Cuong Ngo, Arissa Yoshida, Nícolas Barbosa Gomes, João P. Papa, Dinesh Kant Kumar

Comput. Biol. Medicine, 2025

2024

Screening major depressive disorder in patients with obstructive sleep apnea using single-lead ECG recording during sleep.

Vikash Shaw, Quoc Cuong Ngo, Nemuel Daniel Pah, Guilherme C. Oliveira, Ahsan Habib Khandoker, Prasant Kumar Mahapatra, Dinesh Pankaj, Dinesh K. Kumar

Health Informatics J., 2024

Facial expressions to identify post-stroke: A pilot study.

Guilherme C. Oliveira, Quoc Cuong Ngo, Leandro A. Passos, Leonardo S. Oliveira, João P. Papa, Dinesh Kant Kumar

Comput. Methods Programs Biomed., 2024

Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization.

Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kant Kumar

Biomed. Signal Process. Control., 2024

Facial Point Graphs for Amyotrophic Lateral Sclerosis Identification.

Nícolas Barbosa Gomes, Arissa Yoshida, Mateus Roder, Guilherme Camargo de Oliveira, João Paulo Papa

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

NestNeuro: Leveraging Chatbots for Vocal Screening.

Guilherme C. Oliveira, Nemuel Daniel Pah, Quoc Cuong Ngo, João P. Papa, Dinesh Kant Kumar

Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

A Stable Diffusion Approach for RGB to Thermal Image Conversion for Leg Ulcer Assessment.

Guilherme C. Oliveira, Quoc Cuong Ngo, João P. Papa, Dinesh Kant Kumar

Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

2023

Tabular data augmentation for video-based detection of hypomimia in Parkinson's disease.

Guilherme C. Oliveira, Quoc Cuong Ngo, Leandro A. Passos, João P. Papa, Danilo S. Jodas, Dinesh K. Kumar

Comput. Methods Programs Biomed., October, 2023

The Change of Vocal Tract Length in People with Parkinson's Disease.

Nemuel Daniel Pah, Mohammod Abdul Motin, Guilherme C. Oliveira, Dinesh K. Kumar

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Facial Point Graphs for Stroke Identification.

Nícolas Barbosa Gomes, Arissa Yoshida, Guilherme Camargo de Oliveira, Mateus Roder, João Paulo Papa

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

2022

Which Generative Adversarial Network Yields High-Quality Synthetic Medical Images: Investigation Using AMD Image Datasets.

Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kant Kumar

CoRR, 2022