Felipe O. Giuste

According to our database, Felipe O. Giuste authored at least 17 papers between 2020 and 2023.

Collaborative distances:

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

2023

Explainable synthetic image generation to improve risk assessment of rare pediatric heart transplant rejection.

Felipe O. Giuste, Ryan Sequeira, Vikranth Keerthipati, Peter Lais, Ali Mirzazadeh, Arshawn Mohseni, Yuanda Zhu, Wenqi Shi, Benoit Marteau, Yishan Zhong, Li Tong, Bibhuti Das, Bahig M. Shehata, Shriprasad R. Deshpande, May D. Wang

J. Biomed. Informatics, March, 2023

Choice Over Effort: Mapping and Diagnosing Augmented Whole Slide Image Datasets with Training Dynamics.

Wenqi Shi, Benoit Louis Marteau, Felipe O. Giuste, May Dongmei Wang

Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

2022

Accelerating Multi-site Health Informatics with Streamlined Data Infrastructure using OMOP-on-FHIR.

Benoit Marteau, Yuanda Zhu, Felipe O. Giuste, Wenqi Shi, Ashley M. Carpenter, Coleman Hilton, May D. Wang

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Development of Machine Learning Regression Model for COVID-19 Drug Target Prediction.

Alexandra Zamitalo, Qingtong Xie, Mayar Allam, Phinu Philip, Wenqi Shi, Felipe O. Giuste, Benoit Marteau, Mio Murakoso, May D. Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Multi-Modal Deep Learning Models for Alzheimer's Disease Prediction Using MRI and EHR.

Sathvik S. Prabhu, John A. Berkebile, Neha Rajagopalan, Renjie Yao, Wenqi Shi, Felipe O. Giuste, Yishan Zhong, Jimin Sun, May D. Wang

Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

Interpretable Evaluation of Diabetic Retinopathy Grade Regarding Eye Color Fundus Images.

Yuheng Li, Jieh Sheng Hsu, Noaima Bari, Xu Qiu, Malvika Viswanathan, Wenqi Shi, Felipe O. Giuste, Yishan Zhong, Jimin Sun, May Dongmei Wang

Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

Attention-based Automated Chest CT Image Segmentation Method of COVID-19 Lung Infection.

Beom J. Lee, Sarkis T. Martirosyan, Zaid Khan, Han Y. Chiu, Zun Wang, Wenqi Shi, Felipe O. Giuste, Yishan Zhong, Jimin Sun, May Dongmei Wang

Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

Using natural language processing on free-text clinical notes to identify patients with long-term COVID effects.

Yuanda Zhu, Aishwarya Mahale, Kourtney Peters, Lejy Mathew, Felipe O. Giuste, Blake J. Anderson, May D. Wang

Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

Development of a generalizable multi-site and multi-modality clinical data cloud infrastructure for pediatric patient care.

Andrew Hornback, Wenqi Shi, Felipe O. Giuste, Yuanda Zhu, Ashley M. Carpenter, Coleman Hilton, Vinieth N. Bijanki, Hiram Stahl, Gary S. Gottesman, Chad Purnell, Henry J. Iwinski, J. Michael Wattenbarger, May D. Wang

Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

Identification of covid-19 severity and associated genetic biomarkers based on scrna-SEQ data.

Aekansh Goel, Zachary Mudge, Sarah Bi, Charles Brenner, Nicholas Huffman, Felipe O. Giuste, Benoit Marteau, Wenqi Shi, May D. Wang

Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

2021

Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review.

Felipe O. Giuste, Wenqi Shi, Yuanda Zhu, Tarun Naren, Monica Isgut, Ying Sha, Li Tong, Mitali S. Gupte, May D. Wang

CoRR, 2021

A FHIR-compliant Application for Multi-Site and Multi-Modality Pediatric Scoliosis Patient Rehabilitation.

Wenqi Shi, Felipe O. Giuste, Yuanda Zhu, Ashley M. Carpenter, Henry J. Iwinski, Coleman Hilton, J. Michael Wattenbarger, May D. Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Improving Heart Transplant Rejection Classification Training using Progressive Generative Adversarial Networks.

Ali Mirzazadeh, Arshawn Mohseni, Sahar Ibrahim, Felipe O. Giuste, Yuanda Zhu, Bahig M. Shehata, Shriprasad R. Deshpande, May D. Wang

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

Automated Risk Assessment of COVID-19 Patients at Diagnosis Using Electronic Healthcare Records.

Felipe O. Giuste, Lawrence L. He, Monica Isgut, Wenqi Shi, Blake J. Anderson, May D. Wang

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

Respiratory Markers Significantly Enhance Anxiety Detection Using Multimodal Physiological Sensing.

Asim Hossain Gazi, Patrick Lis, Arshawn Mohseni, Christopher Ompi, Felipe O. Giuste, Wenqi Shi, Omer T. Inan, May D. Wang

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020

CIFAR-10 Image Classification Using Feature Ensembles.

Felipe O. Giuste, Juan Carlos Vizcarra

CoRR, 2020

Automated Classification of Acute Rejection from Endomyocardial Biopsies.

Felipe O. Giuste, Mythreye Venkatesan, Conan Zhao, Li Tong, Yuanda Zhu, Shriprasad R. Deshpande, May D. Wang

Proceedings of the BCB '20: 11th ACM International Conference on Bioinformatics, 2020