School of Medicine
Showing 31-40 of 63 Results
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Eduardo Pontes Reis
Postdoctoral Scholar, Radiology
BioI'm a visiting scholar at Stanford AIMI Center, working in the intersection of Artificial Intelligence and Medicine. My purpose is to contribute to our understanding of intelligence. And our best chance to achieve this is through AI.
Research highlights:
- Published BRAX, the Brazilian Chest X-ray Dataset - https://www.nature.com/articles/s41597-022-01608-8
- Open-sourced the PyTorch implementation of ConVIRT (Y Zhang et al), a contrastive learning method for radiologic images and text (before CLIP) - https://github.com/edreisMD/ConVIRT-pytorch
- Released Brain Hemorrhage Annotations - Brain Hemorrhage Extended - BHX (https://physionet.org/content/bhx-brain-bounding-box)
At Hospital Israelita Albert Einstein:
- Started the Health Story project, a medical history timeline to support research and a more personalized clinical practice
- Ran the development of AI algorithms for diseases of national importance: Tuberculosis, COVID, Melanoma and Head CT -
Izabela Mauricio Rezende
Postdoctoral Scholar, Infectious Diseases
BioI have a B.S. in Biology, M.Sc. in Immunology and Infectious diseases, Ph.D. in Microbiology. I am currently a Postdoctoral Researcher at the Stanford University School of Medicine, working with Dr. Jason Andrews at the new Stanford Pandemic Preparedness Hub, a fellowship I was awarded at the end of 2022. As part of a pandemic preparedness, We are tytrying to understand the potential viruses at risk of pandemic spread. Using disease modeling, epidemiological, and phylogenetic analysis, we study the genomic evolution and transmission dynamics of H5N1 avian influenza A after 2020.
I am in my third postdoctoral year at Stanford and completed the first two years with Dr. Desiree LaBeaud. I have a Ph.D. in Microbiology, with an emphasis in Virology, and a Master’s in Infectious Diseases. . My Ph.D. was conducted in Brazil, under the supervision of Dr. Betânia Drumond, and contemplated the virological and epidemiological aspects of yellow fever (YF) outbreak in Minas Gerais/BR in 2017-2018, combining laboratory, clinical, and data analysis (publications: DOI 10.1126/science.aat7115; DOI 10.1371/journal.pntd.0006538; DOI 10.1128/jcm.00254-22; DOI 10.3390/vaccines7040206; DOI 10.1186/s12985-019-1277-7). I came to Stanford University for my first postdoc with Dr. Desiree LaBeaud. For two years, I led an international NIH R01 project investigating the dynamics of the biggest YF outbreak in Brazil, including the description of a new syndrome, Late-relapsing hepatitis after yellow fever (DOI 10.3390/v12020222), and risk factors for severe YF. I was also involved in other projects regarding SARS-CoV-2 variants and disease severity in infants (DOI 10.3389/fmed.2022.896352), Rift Valley fever virus epidemiology in humans and animals in Kenya (DOI 10.1371/journal.pgph.0000505), and dengue virus evolution in Africa (ongoing Ph.D. candidate mentorship).
During the COVID-19 pandemic, we also supported the Brazilian Ministry of Health with the SARS-CoV-2 diagnosis in human samples and also in the investigation of the SARS-CoV-2 RNA in surfaces of density public areas of Belo Horizonte. Since Nov/2018 I had been an editor in the journal Docência do Ensino Superior (RDES / GIZ / UFMG) and in Jan/2020 I became Editor-in-Chief. -
Suman Rimal
Postdoctoral Scholar, Pathology
BioResearch interests: Genetic mechanism underlying mitochondrial pathology, neurodegeneration, and muscle loss using Drosophila as a model organism.
