6 papers
Predicting Radiologist Expertise from 3D Gaze Patterns During CT Interpretation
Leila Khaertdinova, Anna Anikina, Claudia Mello-Thoms +1
Accurate interpretation of volumetric CT requires efficient navigation of 3D image volumes and attention to diagnostically relevant regions. While eye-tracking has been widely stud…
Visual Search Patterns in 3D Pancreatic Imaging: An Eye Tracking Study
Anna Anikina, Leila Khaertdinova, Trine Balschmidt +6
Eye tracking has emerged as a powerful tool for examining visual perception and search strategies in various domains, including medicine. While it is relatively straightforward to…
Zero-Shot Gaze-based Volumetric Medical Image Segmentation
Tatyana Shmykova, Leila Khaertdinova, Ilya Pershin
Accurate segmentation of anatomical structures in volumetric medical images is crucial for clinical applications, including disease monitoring and cancer treatment planning. Contem…
Watermark Overwriting Attack on StegaStamp algorithm
I. F. Serzhenko, L. A. Khaertdinova, M. A. Pautov +1
This paper presents an attack method on the StegaStamp watermarking algorithm that completely removes watermarks from an image with minimal quality loss, developed as part of the N…
Gaze-Assisted Medical Image Segmentation
Leila Khaertdinova, Ilya Pershin, Tatiana Shmykova +1
The annotation of patient organs is a crucial part of various diagnostic and treatment procedures, such as radiotherapy planning. Manual annotation is extremely time-consuming, whi…
Refining Joint Text and Source Code Embeddings for Retrieval Task with Parameter-Efficient Fine-Tuning
Karim Galliamov, Leila Khaertdinova, Karina Denisova
The latest developments in Natural Language Processing (NLP) have demonstrated remarkable progress in a code-text retrieval problem. As the Transformer-based models used in this ta…