Shaheer U Saeed
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Explore the profile of Shaheer U Saeed including associated specialties, affiliations and a list of published articles.
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6
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11
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Recent Articles
1.
Saeed S, Huang S, Ramalhinho J, Gayo I, Montana-Brown N, Bonmati E, et al.
IEEE Trans Pattern Anal Mach Intell
. 2024 Oct;
47(2):825-839.
PMID: 39361460
Weakly-supervised semantic segmentation (WSSS) methods, reliant on image-level labels indicating object presence, lack explicit correspondence between labels and regions of interest (ROIs), posing a significant challenge. Despite this, WSSS methods...
2.
Saeed S, Ramalhinho J, Pinnock M, Shen Z, Fu Y, Montana-Brown N, et al.
Med Image Anal
. 2024 Apr;
95:103181.
PMID: 38640779
Supervised machine learning-based medical image computing applications necessitate expert label curation, while unlabelled image data might be relatively abundant. Active learning methods aim to prioritise a subset of available image...
3.
Gayo I, Saeed S, Bonmati E, Barratt D, Clarkson M, Hu Y
Int J Comput Assist Radiol Surg
. 2024 Mar;
19(6):1003-1012.
PMID: 38451359
Purpose: Magnetic resonance (MR) imaging targeted prostate cancer (PCa) biopsy enables precise sampling of MR-detected lesions, establishing its importance in recommended clinical practice. Planning for the ultrasound-guided procedure involves pre-selecting...
4.
Li Y, Fu Y, Gayo I, Yang Q, Min Z, Saeed S, et al.
Med Image Anal
. 2023 Sep;
90:102935.
PMID: 37716198
The prowess that makes few-shot learning desirable in medical image analysis is the efficient use of the support image data, which are labelled to classify or segment new classes, a...
5.
Ramalhinho J, Koo B, Montana-Brown N, Saeed S, Bonmati E, Gurusamy K, et al.
Int J Comput Assist Radiol Surg
. 2022 Apr;
17(8):1461-1468.
PMID: 35366130
Purpose: The registration of Laparoscopic Ultrasound (LUS) to CT can enhance the safety of laparoscopic liver surgery by providing the surgeon with awareness on the relative positioning between critical vessels...
6.
Saeed S, Fu Y, Stavrinides V, Baum Z, Yang Q, Rusu M, et al.
Med Image Anal
. 2022 Mar;
78:102427.
PMID: 35344824
In this paper, we consider image quality assessment (IQA) as a measure of how images are amenable with respect to a given downstream task, or task amenability. When the task...