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Shireen Elhabian
Image Analysis
Probabilistic Modeling
Deep Learning
Clinical Image-Based Computational Methods
Biomedical Image Analysis
About
My research is at the intersection of image analysis and statistical machine learning, with an emphasis on probabilistic modeling and deep learning and a focus on clinical and biomedical applications of image-based computational methods.
As well, I am fascinated with the implications of advances in these fields for society and industry. Meanwhile, I enjoy collaborating with scientists and domain experts of different disciplines and backgrounds to conduct interdisciplinary research projects.
Research Performance Summary
2005-2026
Active Research Span
First Recorded Paper
Object Detection and Tracking
Year:
2005
Citations:
0
Venue:
N/A
Latest Recorded Paper
TimeSynth: A Framework for Uncovering Systematic Biases in Time Series Forecasting
Year:
2026
Citations:
0
Venue:
arXiv e-prints, arXiv: 2602.11413
Last 10 Years Publication Activity
This timeline shows the professor's yearly publication activity.
Publication Venues and Collaboration
Journal, Conference, and Book Publication Breakdown
Top Coauthors
Elhabian
Farag
Research Impact by Period
Papers
24
Citations
97
Avg. Citations / Paper
4
H-Index
3
Papers
80
Citations
652
Avg. Citations / Paper
8.2
H-Index
15
Papers
32
Citations
710
Avg. Citations / Paper
22.2
H-Index
12
Papers
35
Citations
270
Avg. Citations / Paper
7.7
H-Index
9
Papers
18
Citations
730
Avg. Citations / Paper
40.6
H-Index
8
Contact and Professional Links
Detected Research Keywords
Statistical Shape Modeling
Statistical Shape Models
Sparse Stereo Reconstruction
Statistical Shape Model
Face Recognition Distance
Learning Framework Statistical
Framework Statistical Shape
Off Shelf Statistical
Shelf Statistical Shape
Shape Modeling Tools