Yi Jirong
Postdoctoral Scientist at Cedars-Sinai | Los Angeles Metropolitan Area
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As a Postdoctoral Scientist at Cedars-Sinai, Yi Jirong is at the forefront of innovative research in the intersection of artificial intelligence and medical imaging, specifically focusing on PET/CT image analysis for cardiovascular disease diagnosis. With over six years of academic experience in fundamental AI research and two years in applied AI within industry settings, Yi has developed a robust expertise that bridges theoretical frameworks and practical applications. His impressive portfolio includes more than 20 publications, showcasing his contributions to the fields of detection transformers, semi-supervised learning, and 3D medical image classification.
At Cedars-Sinai, Yi is currently engaged in key projects that leverage advanced machine learning techniques, such as Vision Transformers and R-CNN series, to enhance the accuracy and efficiency of medical image interpretation. His work not only aims to improve diagnostic outcomes for cardiovascular diseases but also seeks to push the boundaries of how AI can be utilized in clinical settings. By employing sophisticated object detection algorithms and harnessing the principles of information theory, Yi is pioneering methodologies that could revolutionize the way healthcare professionals analyze complex imaging data.
Yi's proficiency in programming languages such as Python, C/C++, and Matlab further complements his research endeavors, allowing him to develop and implement cutting-edge algorithms tailored for medical applications. As he actively seeks new opportunities in the biomedical or natural computer vision domains, Yi is eager to apply his extensive knowledge and skills to drive forward-thinking solutions that can significantly impact patient care and medical research. His unique blend of academic rigor and practical experience positions him as a valuable asset in any forward-looking organization.
Postdoctoral Scientist at Cedars-Sinai in October 2023 to Present
Machine Learning Research Scientist at Artificial Intelligence and Connected Health Franchise, Hologic Inc (豪洛捷) in September 2021 to August 2023
Research Assistant at University of Iowa in January 2021 to May 2021
Teaching Assistant at University of Iowa in January 2020 to May 2020
Research Assistant at University of Iowa in August 2016 to May 2020
Teaching Assistant at University of Iowa in August 2019 to December 2019
Engineer at South University of Science & Technology of China(南方科技大学) in July 2015 to April 2016
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University of Iowa, Doctor of Philosophy (PhD), October 2026
Harbin Engineering University, 学士学位(Bachelor of Science), October 2026
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Detection transformer
UNET
Grounded language-image pretraining
InceptionNet
ResNet
Representation learning
Self-supervised learning
Semi-supervised learning
Weakly supervised learning
Unsupervised Learning
Diagnostic breast imaging
Image Analysis
Vision foundation model
Video foundation model
3D medical image classification
Vision language pretrained models
Multimodal analysis
Adversarial attack
Domain adaptation
Multi-disciplinary team cooperation
Cross-functional team cooperation
Shell Scripting
GitHub
Data Science
ADMM algorithm
Compressed sensing
Information Theory
Google Colab
PyTorch
TensorFlow
Expectation maximization algorithm
Generalization analysis
Convergence analysis
Vision Transformer
Swin Transformer
R-CNN series
YOLO
Object Detection
Image Segmentation
Image classification
Medical image analysis
Matlab
Signal processing
Computer vision
Deep learning
Mathematical optimization
Machine learning
High dimensional data processing
Python
C/C++
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Discover more about Cedars-SinaiWhat is Yi Jirong email address?
Email Yi Jirong at [email protected] and [email protected]. This email is the most updated Yi Jirong's email found in 2026.
How to contact Yi Jirong?
To contact Yi Jirong send an email to [email protected] or [email protected]. (updated on August 25, 2024)
What company does Yi Jirong work for?
Yi Jirong works for Cedars-Sinai
What is Yi Jirong's role at Cedars-Sinai?
Yi Jirong is Postdoctoral Scientist
What is Yi Jirong's Phone Number?
Yi Jirong's phone (**) *** *** 290
What industry does Yi Jirong work in?
Yi Jirong works in the Hospital & Health Care industry.
Yi Jirong Email Addresses
Yi Jirong Phone Numbers
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