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ORCIDGuilherme C. Oliveira 0003
Person information
- affiliation: Monash University, Department of Data Science and Artificial Intelligence, Melbourne, Australia
- affiliation (PhD 2025): Royal Melbourne Institute of Technology (RMIT), School of Engineering, Victoria, Australia
- affiliation: São Paulo State University (UNESP), School of Sciences, São Paulo, Brazil
Other persons with the same name
- Guilherme C. Oliveira 0001
![[0000-0003-0054-3438]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0000-0003-0054-3438")
(aka: Guilherme Correa de Oliveira 0001, Guilherme Oliveira 0001) — Vale Institute of Technology, Belem, Brazil (and 2 more) - Guilherme C. Oliveira 0002 (aka: Guilherme C. de Oliveira, Guilherme Correa de Oliveira 0002, Guilherme de Oliveira 0002) — Federal University of Rio Grande (FURG), NAUTEC Intelligent Robotics and Automation Group, Rio Grande, Brazil
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2020 – today
- 2026
[c6]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:
CHiRPE: A Step Towards Real-World Clinical NLP with Clinician-Oriented Model Explanations. EACL (Volume 2: Short Papers) 2026: 646-658- [i4]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:
CHiRPE: A Step Towards Real-World Clinical NLP with Clinician-Oriented Model Explanations. CoRR abs/2601.18102 (2026) - 2025
- [j6]Guilherme C. Oliveira, Nemuel Daniel Pah, Quoc Cuong Ngo, Arissa Yoshida, Nícolas Barbosa Gomes, João P. Papa, Dinesh Kant Kumar:
A pilot study for speech assessment to detect the severity of Parkinson's disease: An ensemble approach. Comput. Biol. Medicine 185: 109565 (2025) - [j5]Guilherme C. Oliveira, Quoc Cuong Ngo, Leandro A. Passos, Danilo Samuel Jodas, João Paulo Papa, Dinesh Kant Kumar:
Facial Expression Analysis in Parkinsons's Disease Using Machine Learning: A Review. ACM Comput. Surv. 57(8): 214:1-214:25 (2025) - [i3]Xiangyu Zhao, Yaling Shen, Yiwen Jiang, Zimu Wang, Jiahe Liu, Maxmartwell H. Cheng, Guilherme C. Oliveira, Robert Desimone, Dominic Dwyer, Zongyuan Ge:
It Hears, It Sees too: Multi-Modal LLM for Depression Detection By Integrating Visual Understanding into Audio Language Models. CoRR abs/2511.19877 (2025) - 2024
- [j4]Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kant Kumar:
Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization. Biomed. Signal Process. Control. 94: 106263 (2024) - [j3]Guilherme C. Oliveira, Quoc Cuong Ngo, Leandro A. Passos, Leonardo S. Oliveira, João P. Papa, Dinesh Kant Kumar:
Facial expressions to identify post-stroke: A pilot study. Comput. Methods Programs Biomed. 250: 108195 (2024) - [j2]Vikash Shaw, Quoc Cuong Ngo, Nemuel Daniel Pah, Guilherme C. Oliveira, Ahsan Habib Khandoker, Prasant Kumar Mahapatra, Dinesh Pankaj, Dinesh K. Kumar:
Screening major depressive disorder in patients with obstructive sleep apnea using single-lead ECG recording during sleep. Health Informatics J. 30(4) (2024) - [c5]Guilherme C. Oliveira, Quoc Cuong Ngo, João P. Papa, Dinesh Kant Kumar:
A Stable Diffusion Approach for RGB to Thermal Image Conversion for Leg Ulcer Assessment. CBMS 2024: 158-163 - [c4]Guilherme C. Oliveira, Nemuel Daniel Pah, Quoc Cuong Ngo, João P. Papa, Dinesh Kant Kumar:
NestNeuro: Leveraging Chatbots for Vocal Screening. CBMS 2024: 182-185 - [c3]Nícolas Barbosa Gomes, Arissa Yoshida, Mateus Roder, Guilherme Camargo de Oliveira, João Paulo Papa:
Facial Point Graphs for Amyotrophic Lateral Sclerosis Identification. VISIGRAPP (3): VISAPP 2024: 207-214 - 2023
- [j1]Guilherme C. Oliveira, Quoc Cuong Ngo, Leandro A. Passos, João P. Papa, Danilo S. Jodas, Dinesh K. Kumar:
Tabular data augmentation for video-based detection of hypomimia in Parkinson's disease. Comput. Methods Programs Biomed. 240: 107713 (2023) - [c2]Nícolas Barbosa Gomes, Arissa Yoshida, Guilherme Camargo de Oliveira, Mateus Roder, João Paulo Papa:
Facial Point Graphs for Stroke Identification. CIARP 2023: 685-699 - [c1]Nemuel Daniel Pah, Mohammod Abdul Motin, Guilherme C. Oliveira, Dinesh K. Kumar:
The Change of Vocal Tract Length in People with Parkinson's Disease. EMBC 2023: 1-4 - [i2]Nícolas Barbosa Gomes, Arissa Yoshida, Mateus Roder, Guilherme Camargo de Oliveira, João Paulo Papa:
Facial Point Graphs for Amyotrophic Lateral Sclerosis Identification. CoRR abs/2307.12159 (2023) - 2022
- [i1]Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kant Kumar:
Which Generative Adversarial Network Yields High-Quality Synthetic Medical Images: Investigation Using AMD Image Datasets. CoRR abs/2203.13856 (2022)
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