Guilherme C. Oliveira

13 papers B 2Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 — conf
CHiRPE: A Step Towards Real-World Clinical NLP with Clinician-Oriented Model Explanations.
EACL (Volume 2: Short Papers)
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
2026 J jnl
CHiRPE: A Step Towards Real-World Clinical NLP with Clinician-Oriented Model Explanations.
CoRR
Stephanie Fong, Zimu Wang, Guilherme C. Oliveira, Xiangyu Zhao, Yiwen Jiang, Jiahe Liu, Beau-Luke Colton, Scott W. Woods, Martha Elizabeth Shenton, Barnaby Nelson, Zongyuan Ge, Dominic Dwyer
2025 J jnl
A pilot study for speech assessment to detect the severity of Parkinson's disease: An ensemble approach.
Comput. Biol. Medicine
Guilherme C. Oliveira, Nemuel Daniel Pah, Quoc Cuong Ngo, Arissa Yoshida, Nícolas Barbosa Gomes, João P. Papa, Dinesh Kant Kumar
2025 J jnl
Facial Expression Analysis in Parkinsons's Disease Using Machine Learning: A Review.
ACM Comput. Surv.
Guilherme C. Oliveira, Quoc Cuong Ngo, Leandro A. Passos, Danilo Samuel Jodas, João Paulo Papa, Dinesh Kant Kumar
2025 J jnl
It Hears, It Sees too: Multi-Modal LLM for Depression Detection By Integrating Visual Understanding into Audio Language Models.
CoRR
Xiangyu Zhao, Yaling Shen, Yiwen Jiang, Zimu Wang, Jiahe Liu, Maxmartwell H. Cheng, Guilherme C. Oliveira, Robert Desimone, Dominic Dwyer, Zongyuan Ge
2024 B conf
A Stable Diffusion Approach for RGB to Thermal Image Conversion for Leg Ulcer Assessment.
CBMS
Guilherme C. Oliveira, Quoc Cuong Ngo, João P. Papa, Dinesh Kant Kumar
2024 J jnl
Facial expressions to identify post-stroke: A pilot study.
Comput. Methods Programs Biomed.
Guilherme C. Oliveira, Quoc Cuong Ngo, Leandro A. Passos, Leonardo S. Oliveira, João P. Papa, Dinesh Kant Kumar
2024 B conf
NestNeuro: Leveraging Chatbots for Vocal Screening.
CBMS
Guilherme C. Oliveira, Nemuel Daniel Pah, Quoc Cuong Ngo, João P. Papa, Dinesh Kant Kumar
2024 J jnl
Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization.
Biomed. Signal Process. Control.
Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kant Kumar
2024 J jnl
Screening major depressive disorder in patients with obstructive sleep apnea using single-lead ECG recording during sleep.
Health Informatics J.
Vikash Shaw, Quoc Cuong Ngo, Nemuel Daniel Pah, Guilherme C. Oliveira, Ahsan Habib Khandoker, Prasant Kumar Mahapatra, Dinesh Pankaj, Dinesh K. Kumar
2023 J jnl
Tabular data augmentation for video-based detection of hypomimia in Parkinson's disease.
Comput. Methods Programs Biomed.
Guilherme C. Oliveira, Quoc Cuong Ngo, Leandro A. Passos, João P. Papa, Danilo S. Jodas, Dinesh K. Kumar
2023 — conf
The Change of Vocal Tract Length in People with Parkinson's Disease.
EMBC
Nemuel Daniel Pah, Mohammod Abdul Motin, Guilherme C. Oliveira, Dinesh K. Kumar
2022 J jnl
Which Generative Adversarial Network Yields High-Quality Synthetic Medical Images: Investigation Using AMD Image Datasets.
CoRR
Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kant Kumar