4 papers
When Experts Disagree: Characterizing Annotator Variability for Vessel Segmentation in DSA Images
M. Geshvadi, G. So, D. D. Chlorogiannis +12
We analyze the variability among segmentations of cranial blood vessels in 2D DSA performed by multiple annotators in order to characterize and quantify segmentation uncertainty. W…
Evaluating Graphical Perception with Multimodal LLMs
Rami Huu Nguyen, Kenichi Maeda, Mahsa Geshvadi +1
Multimodal Large Language Models (MLLMs) have remarkably progressed in analyzing and understanding images. Despite these advancements, accurately regressing values in charts remain…
Visualizing Uncertainty in Image Guided Surgery a Review
Mahsa Geshvadi
During tumor resection surgery, surgeons rely on neuronavigation to locate tumors and other critical structures in the brain. Most neuronavigation is based on preoperative images,…
Boostlet.js: Image processing plugins for the web via JavaScript injection
Edward Gaibor, Shruti Varade, Rohini Deshmukh +5
Can web-based image processing and visualization tools easily integrate into existing websites without significant time and effort? Our Boostlet.js library addresses this challenge…