Which Generative Adversarial Network Yields High-Quality Synthetic Medical Images: Investigation Using AMD Image Datasets. - Guilherme C. Oliveira 003; Gustavo H. Rosa; Daniel C. G. Pedronette; João P. Papa; Himeesh Kumar; Leandro A. Passos; Dinesh Kant Kumar (CoRR, 2022)

Facial Point Graphs for Stroke Identification. - Nícolas Barbosa Gomes; Arissa Yoshida; Guilherme Camargo de Oliveira; Mateus Roder; João Paulo Papa (CIARP, 2023)

The Change of Vocal Tract Length in People with Parkinson's Disease. - Nemuel Daniel Pah; Mohammod Abdul Motin; Guilherme C. Oliveira 003; Dinesh K. Kumar (EMBC, 2023)

Tabular data augmentation for video-based detection of hypomimia in Parkinson's disease. - Guilherme C. Oliveira 003; Quoc Cuong Ngo; Leandro A. Passos; João P. Papa; Danilo S. Jodas; Dinesh K. Kumar (Comput. Methods Programs Biomed., 2023)

A Stable Diffusion Approach for RGB to Thermal Image Conversion for Leg Ulcer Assessment. - Guilherme C. Oliveira 003; Quoc Cuong Ngo; João P. Papa; Dinesh Kant Kumar (CBMS, 2024)

NestNeuro: Leveraging Chatbots for Vocal Screening. - Guilherme C. Oliveira 003; Nemuel Daniel Pah; Quoc Cuong Ngo; João P. Papa; Dinesh Kant Kumar (CBMS, 2024)

Facial Point Graphs for Amyotrophic Lateral Sclerosis Identification. - Nícolas Barbosa Gomes; Arissa Yoshida; Mateus Roder; Guilherme Camargo de Oliveira; João Paulo Papa (VISIGRAPP (3): VISAPP, 2024)

Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization. - Guilherme C. Oliveira 003; Gustavo H. Rosa; Daniel C. G. Pedronette; João P. Papa; Himeesh Kumar; Leandro A. Passos; Dinesh Kant Kumar (Biomed. Signal Process. Control., 2024)

Facial expressions to identify post-stroke: A pilot study. - Guilherme C. Oliveira 003; Quoc Cuong Ngo; Leandro A. Passos; Leonardo S. Oliveira; João P. Papa; Dinesh Kant Kumar (Comput. Methods Programs Biomed., 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 003; Ahsan Habib Khandoker; Prasant Kumar Mahapatra; Dinesh Pankaj; Dinesh K. Kumar (Health Informatics J., 2024)

A pilot study for speech assessment to detect the severity of Parkinson's disease: An ensemble approach. - Guilherme C. Oliveira 003; Nemuel Daniel Pah; Quoc Cuong Ngo; Arissa Yoshida; Nícolas Barbosa Gomes; João P. Papa; Dinesh Kant Kumar (Comput. Biol. Medicine, 2025)

Facial Expression Analysis in Parkinsons's Disease Using Machine Learning: A Review. - Guilherme C. Oliveira 003; Quoc Cuong Ngo; Leandro A. Passos; Danilo Samuel Jodas; João Paulo Papa; Dinesh Kant Kumar (ACM Comput. Surv., 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 003; Robert Desimone; Dominic Dwyer; Zongyuan Ge (CoRR, 2025)

CHiRPE: A Step Towards Real-World Clinical NLP with Clinician-Oriented Model Explanations. - Stephanie Fong; Zimu Wang; Guilherme C. Oliveira 003; Xiangyu Zhao; Yiwen Jiang; Jiahe Liu; Beau-Luke Colton; Scott W. Woods; Martha Shenton; Barnaby Nelson; Zongyuan Ge; Dominic Dwyer (EACL (Volume 2: Short Papers), 2026)