Craig Jones
Overview
Explore the profile of Craig Jones including associated specialties, affiliations and a list of published articles.
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58
Citations
547
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Recent Articles
1.
Li Z, Yi M, Uneri A, Niu S, Jones C
Annu Int Conf IEEE Eng Med Biol Soc
. 2025 Mar;
2024:1-5.
PMID: 40031481
Polyp segmentation is a key aspect of colorectal cancer prevention, enabling early detection and guiding subsequent treatments. Intelligent diagnostic tools, including deep learning solutions, are widely explored to streamline and...
2.
El-Taji O, Taktak S, Jones C, Brown M, Clarke N, Sachdeva A
JAMA Oncol
. 2024 Jun;
10(7):874-884.
PMID: 38842801
Importance: Cardiovascular (CV) events remain a substantial cause of mortality among men with advanced and metastatic prostate cancer (PCa). The introduction of novel androgen receptor signaling inhibitors (ARSI) has transformed...
3.
Kambli H, Santamaria-Pang A, Tarapov I, Beheshtian E, Luna L, Sair H, et al.
Brain Connect
. 2024 May;
14(6):319-326.
PMID: 38814830
Functional magnetic resonance imaging (fMRI) has the potential to provide noninvasive functional mapping of the brain with high spatial and temporal resolution. However, fMRI independent components (ICs) must be manually...
4.
Sadeghi M, Stevens D, Kundu S, Sanghera R, Dagher R, Yedavalli V, et al.
J Imaging Inform Med
. 2024 May;
37(6):2768-2783.
PMID: 38780666
Early, accurate diagnosis of neurodegenerative dementia subtypes such as Alzheimer's disease (AD) and frontotemporal dementia (FTD) is crucial for the effectiveness of their treatments. However, distinguishing these conditions becomes challenging...
5.
Kim D, Chandra R, Yang L, Wu J, Feng X, Atalay M, et al.
J Imaging Inform Med
. 2024 Mar;
37(5):2099-2107.
PMID: 38514595
Deep learning models have demonstrated great potential in medical imaging but are limited by the expensive, large volume of annotations required. To address this, we compared different active learning strategies...
6.
Cornelio A, Collazo Martinez A, Lu H, Jones C, Kashani A
Biomed Opt Express
. 2024 Feb;
15(2):938-952.
PMID: 38404338
Optical coherence tomography (OCT) provides micron level resolution of retinal tissue and is widely used in ophthalmology. Millions of pre-existing OCT images are available from research and clinical databases. Analysis...
7.
Jones C, Gray S, Brown M, Brown J, McCloskey E, Rai B, et al.
Eur Urol Oncol
. 2024 Feb;
7(5):993-1004.
PMID: 38383277
Context: The addition of androgen receptor signalling inhibitors (ARSIs) to standard androgen deprivation therapy (ADT) has improved survival outcomes in patients with advanced prostate cancer (PCa). Advanced PCa patients have...
8.
Liu T, Koseoglu N, Jones C
JAMA Ophthalmol
. 2024 Feb;
142(3):234.
PMID: 38329770
No abstract available.
9.
Kiemen A, Dbouk M, Diwan E, Forjaz A, Dequiedt L, Baghdadi A, et al.
Pancreas
. 2024 Jan;
53(2):e180-e186.
PMID: 38194643
Objective: The aim of the study is to assess the relationship between magnetic resonance imaging (MRI)-based estimation of pancreatic fat and histology-based measurement of pancreatic composition. Materials And Methods: In...
10.
Wu J, Koseoglu N, Jones C, Liu T
Saudi J Ophthalmol
. 2023 Dec;
37(3):173-178.
PMID: 38074310
Deep learning is the state-of-the-art machine learning technique for ophthalmic image analysis, and convolutional neural networks (CNNs) are the most commonly utilized approach. Recently, vision transformers (ViTs) have emerged as...