Felipe O. Giuste

18 papers C 3Journal 3Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Synthetic H&E Generation from Highly Multiplixed Immunofluorescence Imaging using Deep-Learning. ISBI Oankar R. Patil, Benoit Louis Marteau, Felipe O. Giuste, May D. Wang
2023	—	`conf`	Choice Over Effort: Mapping and Diagnosing Augmented Whole Slide Image Datasets with Training Dynamics. BCB Wenqi Shi, Benoit Louis Marteau, Felipe O. Giuste, May Dongmei Wang
2023	J	`jnl`	Explainable synthetic image generation to improve risk assessment of rare pediatric heart transplant rejection. J. Biomed. Informatics 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
2022	—	`conf`	Accelerating Multi-site Health Informatics with Streamlined Data Infrastructure using OMOP-on-FHIR. EMBC Benoit Marteau, Yuanda Zhu, Felipe O. Giuste, Wenqi Shi, Ashley M. Carpenter, Coleman Hilton, May D. Wang
2022	C	`conf`	Attention-based Automated Chest CT Image Segmentation Method of COVID-19 Lung Infection. BIBE 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
2022	—	`conf`	Development of Machine Learning Regression Model for COVID-19 Drug Target Prediction. BIBM Alexandra Zamitalo, Qingtong Xie, Mayar Allam, Phinu Philip, Wenqi Shi, Felipe O. Giuste, Benoit Marteau, Mio Murakoso, May D. Wang
2022	—	`conf`	Development of a generalizable multi-site and multi-modality clinical data cloud infrastructure for pediatric patient care. BCB 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
2022	—	`conf`	Identification of covid-19 severity and associated genetic biomarkers based on scrna-SEQ data. BCB Aekansh Goel, Zachary Mudge, Sarah Bi, Charles Brenner, Nicholas Huffman, Felipe O. Giuste, Benoit Marteau, Wenqi Shi, May D. Wang
2022	C	`conf`	Interpretable Evaluation of Diabetic Retinopathy Grade Regarding Eye Color Fundus Images. BIBE Yuheng Li, Jieh Sheng Hsu, Noaima Bari, Xu Qiu, Malvika Viswanathan, Wenqi Shi, Felipe O. Giuste, Yishan Zhong, Jimin Sun, May Dongmei Wang
2022	C	`conf`	Multi-Modal Deep Learning Models for Alzheimer's Disease Prediction Using MRI and EHR. BIBE Sathvik S. Prabhu, John A. Berkebile, Neha Rajagopalan, Renjie Yao, Wenqi Shi, Felipe O. Giuste, Yishan Zhong, Jimin Sun, May D. Wang
2022	—	`conf`	Using natural language processing on free-text clinical notes to identify patients with long-term COVID effects. BCB Yuanda Zhu, Aishwarya Mahale, Kourtney Peters, Lejy Mathew, Felipe O. Giuste, Blake J. Anderson, May D. Wang
2021	—	`conf`	A FHIR-compliant Application for Multi-Site and Multi-Modality Pediatric Scoliosis Patient Rehabilitation. BIBM Wenqi Shi, Felipe O. Giuste, Yuanda Zhu, Ashley M. Carpenter, Henry J. Iwinski, Coleman Hilton, J. Michael Wattenbarger, May D. Wang
2021	—	`conf`	Automated Risk Assessment of COVID-19 Patients at Diagnosis Using Electronic Healthcare Records. BHI Felipe O. Giuste, Lawrence L. He, Monica Isgut, Wenqi Shi, Blake J. Anderson, May D. Wang
2021	J	`jnl`	Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review. CoRR Felipe O. Giuste, Wenqi Shi, Yuanda Zhu, Tarun Naren, Monica Isgut, Ying Sha, Li Tong, Mitali S. Gupte, May D. Wang
2021	—	`conf`	Improving Heart Transplant Rejection Classification Training using Progressive Generative Adversarial Networks. BHI Ali Mirzazadeh, Arshawn Mohseni, Sahar Ibrahim, Felipe O. Giuste, Yuanda Zhu, Bahig M. Shehata, Shriprasad R. Deshpande, May D. Wang
2021	—	`conf`	Respiratory Markers Significantly Enhance Anxiety Detection Using Multimodal Physiological Sensing. BHI Asim Hossain Gazi, Patrick Lis, Arshawn Mohseni, Christopher Ompi, Felipe O. Giuste, Wenqi Shi, Omer T. Inan, May D. Wang
2020	—	`conf`	Automated Classification of Acute Rejection from Endomyocardial Biopsies. BCB Felipe O. Giuste, Mythreye Venkatesan, Conan Zhao, Li Tong, Yuanda Zhu, Shriprasad R. Deshpande, May D. Wang
2020	J	`jnl`	CIFAR-10 Image Classification Using Feature Ensembles. CoRR Felipe O. Giuste, Juan Carlos Vizcarra