NCL Data2026 · Computed tomography
Body donor dataset for mimic muscles<h3 dir="ltr">Analysed datasets on body donors (#01–#14)</h3><p dir="ltr">The analyses are based on imaging datasets from fourteen body donors (#01–#14), including MRI- and CT-derived segmentation masks, anatomical markers, and quantitative measurements. The original data can be requested for scientific purposes but are not freely accessible due to data protection and ethical requirements related
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Magnetic resonance imaging
Magnetic resonance imaging of the dural sac in French bulldogs compared to other brachycephalic and non-brachycephalic breeds<p dir="ltr">This study investigated the location of the dural sac termination (DST) in French bulldogs using magnetic resonance imaging (MRI) and compared the findings with those of other brachycephalic and non-brachycephalic dog breeds. A retrospective review was performed of lumbosacral MRI studies obtained from two veterinary referral institutions between January 2019 and August 2024. The stud
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Computed tomography
Supplementary file 1_Deep learning with interactive segmentation for risk stratification of cystic renal lesions on tri-phase CT: a multicenter study.pdfBackground<p>Accurate preoperative risk stratification of cystic renal lesions (CRLs) remains a clinical challenge, primarily due to morphological overlap which often leads to the overtreatment of indolent cysts. To address this, we developed and validated an integrated deep learning framework that combines interactive segmentation with tri-phase CT feature integration to refine malignancy predict
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Computed tomography
Video 1_Deep learning with interactive segmentation for risk stratification of cystic renal lesions on tri-phase CT: a multicenter study.mp4Background<p>Accurate preoperative risk stratification of cystic renal lesions (CRLs) remains a clinical challenge, primarily due to morphological overlap which often leads to the overtreatment of indolent cysts. To address this, we developed and validated an integrated deep learning framework that combines interactive segmentation with tri-phase CT feature integration to refine malignancy predict
ZivaHub + Deakin Research Online + DMU Figshare + UCL Research Data Repository2026 · Microscopy · unknown
Observation and characterisation of magnetisation ripple using Lorentz transmission electron microscopyLorentz transmission electron microscopy (LTEM) has proved itself to be an invaluable technique when investigating in-situ micromagnetic behaviour of magnetic thin films. The nano-scale visualisation of the magnetic structure allows for not only the mapping of hysteresis behaviour, but quantitative characterisation of the materials micromagnetic properties. In this thesis, much of the previous wor
UCL Research Data Repository2026 · Magnetic resonance imaging
<p>The prognostic value of AI-mrEMVI status.</p><p>Kaplan-Meier survival curves showing DFS in external test cohort 1 <b>(A)</b> and external test cohort 2 <b>(B)</b>. Kaplan–Meier survival curves for OS in external test cohort 1 <b>(C)</b> and external test cohort 2 <b>(D)</b>. Kaplan–Meier survival curves for patients who achieved a pCR <b>(E)</b> and those who did not (non-pCR) <b>(F)</b> after receiving nCRT. AI, artificial intelligence; mr
ZivaHub + Deakin Research Online + DMU Figshare2026 · Imaging · unknown
Supplementary Table 1 from [<sup>18</sup>F]RCCB6 PET/CT in Diagnosing Clear-Cell Renal Cell Carcinomas: A Prospective Comparison Study with [<sup>18</sup>F]FDG PET/CT and Conventional Imaging<p>Supplementary Table 1 showing patient characteristics.</p>
UCL Research Data Repository2026 · Magnetic resonance imaging
<p>Segmentation results of the AI-mrEMVI model for AI-mrEMVI<sup>−</sup> and AI-mrEMVI<sup>+</sup> cases.</p><p>From left to right, the images show the T2WI, manual annotations by radiologists, and segmentation results generated by the AI-mrEMVI model. Color overlays: Red indicates the primary tumor tissue; green indicates intravascular tumor signals; purple indicates dilated vascular structures. AI, artificial intelligence; mr, magnetic resonance; EMVI, extramural vascular invasion; T2WI, T2-weighted im
ZivaHub + Deakin Research Online + DMU Figshare2026 · Imaging · unknown
Supplementary Figure S5 from [<sup>18</sup>F]RCCB6 PET/CT in Diagnosing Clear-Cell Renal Cell Carcinomas: A Prospective Comparison Study with [<sup>18</sup>F]FDG PET/CT and Conventional Imaging<p>Supplementary Figure S5 showing the value of [18F]RCCB6 PET/CT for intial staging.</p>
ZivaHub + Deakin Research Online + DMU Figshare2026 · Imaging · unknown
Supplementary Figure S1 from [<sup>18</sup>F]RCCB6 PET/CT in Diagnosing Clear-Cell Renal Cell Carcinomas: A Prospective Comparison Study with [<sup>18</sup>F]FDG PET/CT and Conventional Imaging<p>Supplementary Figure S1 showing the follow-up and clinical decision-making protocol.</p>
ZivaHub + Deakin Research Online + DMU Figshare2026 · Microscopy
PEP Confocal Microscopy Raw Images<p dir="ltr">Described in Schuller et al., 2026. For confocal imaging, 4ml cultures of the relevant strains were grown in TAP liquid medium for 5 days. 24 hours before imaging, cells were pelleted via centrifugation at 1500 x g for 15 minutes at RT and resuspended in an equal volume of High-Salt-Minimal (HSM) media (Sueoka et al., 1967). On the day of imaging, cells were pelleted again, and the ce
ZivaHub + Deakin Research Online + DMU Figshare2026 · Magnetic resonance imaging
DSPE-Based Ligand-Cross-Linked Lipid Nanoparticles for BBB/BBTB Transport and Glioma TargetingInsufficient drug accumulation at intracranial tumor sites remains a major obstacle to effective glioma therapy, primarily due to restricted transport across the blood–brain barrier (BBB)/blood–brain tumor barrier (BBTB) and limited active targeting to glioma cells. Here, we report DSPE-based ligand-cross-linked lipid nanoparticles (DBLC LNPs) that integrate lipid-interface engineering, ligand cro
ZivaHub + Deakin Research Online + DMU Figshare2026 · Imaging · unknown
Study Protocol 1 from [<sup>18</sup>F]RCCB6 PET/CT in Diagnosing Clear-Cell Renal Cell Carcinomas: A Prospective Comparison Study with [<sup>18</sup>F]FDG PET/CT and Conventional Imaging<p>Supplementary Data (IRB-approved protocol)</p>
ZivaHub + Deakin Research Online + DMU Figshare2026 · Microscopy
Analysis Scripts for "Three-dimensional dopant distribution from a single, out-of-focus spectroscopic image]{Three-dimensional dopant distribution from a single, out-of-focus spectroscopic image"<p dir="ltr">Contains experimental STEM-EELS spectrum-image data, simulated EELS data, and saved Bayesian inference results used to generate the accompanying paper figures. It includes raw DM4 experimental files for defocused STEM-EELS, NumPy arrays containing simulation grids and inference evaluations, and saved posterior results for the experimental inference analysis.</p>
ZivaHub + Deakin Research Online + DMU Figshare2026 · Imaging · unknown
Supplementary Figure S3 from [<sup>18</sup>F]RCCB6 PET/CT in Diagnosing Clear-Cell Renal Cell Carcinomas: A Prospective Comparison Study with [<sup>18</sup>F]FDG PET/CT and Conventional Imaging<p>Supplementary Figure S3 showing both common and rare ccRCC metastases.</p>
ZivaHub + Deakin Research Online + DMU Figshare + UCL Research Data Repository2026 · Imaging · unknown
Refinement of soft tissue targeting and alignment protocols in small animal radiotherapy using an injectable fiducial markerBioXmark® (Nanovi A/S, Denmark) is a novel injectable liquid fiducial marker (FM) that has been clinically validated to improve the delineation of tumour target volumes during radiotherapy. Similar challenges are present during preclinical radiotherapy protocols, but FMs are yet to be reverse translated back into the laboratory. Previously, BioXmark® has been reported in only one mouse study and h
ZivaHub + Deakin Research Online + DMU Figshare2026 · Imaging · unknown
Supplementary Figure S8 from [<sup>18</sup>F]RCCB6 PET/CT in Diagnosing Clear-Cell Renal Cell Carcinomas: A Prospective Comparison Study with [<sup>18</sup>F]FDG PET/CT and Conventional Imaging<p>Supplementary Figure S8 showing the value of [18F]RCCB6 PET/CT in imaging ccRCC thrombus.</p>
ZivaHub + Deakin Research Online + DMU Figshare + UCL Research Data Repository2026 · Imaging · unknown
Gold nanoparticle cellular uptake and its implications for cancer therapyFor those suffering from cancer nanoparticle-enhanced radiotherapy has shown great potential as a means to improve patient outcome. In order to maximise the benefit obtained from such treatment a full understanding of the uptake dynamics of nanoparticles is required. As such the aim of this body of work is to conceptualise and experimentally demonstrate novel approaches to probe the uptake of gold
ZivaHub + Deakin Research Online + DMU Figshare2026 · Imaging · unknown
Supplementary Figure S6 from [<sup>18</sup>F]RCCB6 PET/CT in Diagnosing Clear-Cell Renal Cell Carcinomas: A Prospective Comparison Study with [<sup>18</sup>F]FDG PET/CT and Conventional Imaging<p>Supplementary Figure S6 showing the value of [18F]RCCB6 PET/CT in detecting heterogeneous expression of CD70.</p>
ZivaHub + Deakin Research Online + DMU Figshare + UCL Research Data Repository2026 · Microscopy · unknown
Investigating structure and chemistry in functional ferroelectric ceramics via transmission electron microscopyThis thesis is concerned with studying the structure and chemistry of ferroelectric materials on the microand nanoscale, to determine how such attributes contribute to the functional properties of the materials for use in device applications. The main technique used throughout is transmission electron microscopy, although the results are interspersed with data from other complementary techniques,
UCL Research Data Repository2026 · Imaging · unknown
Structure-function relationships in Age-related macular degeneration in an era of multi-modal retinal imagingAge-related macular degeneration (AMD) is the most common cause of irreversible visual impairment in the western world. Multimodal imaging has contributed a lot into disease detection, diagnosis and management. The availability of multimodal imaging is an unprecedented advantageous opportunity into relating structure with function in the presence of disease. <br><br>The Northern Ireland Cohort of
ZivaHub + Deakin Research Online + DMU Figshare2026 · Imaging · unknown
Supplementary Results 1 from [<sup>18</sup>F]RCCB6 PET/CT in Diagnosing Clear-Cell Renal Cell Carcinomas: A Prospective Comparison Study with [<sup>18</sup>F]FDG PET/CT and Conventional Imaging<p>Supplementary data showing the details of the representative cases.</p>
ZivaHub + Deakin Research Online + DMU Figshare2026 · Imaging · unknown
Supplementary Figure S2 from [<sup>18</sup>F]RCCB6 PET/CT in Diagnosing Clear-Cell Renal Cell Carcinomas: A Prospective Comparison Study with [<sup>18</sup>F]FDG PET/CT and Conventional Imaging<p>Supplementary Figure S2 showing the physiological uptake of [18F]RCCB6.</p>
UCL Research Data Repository + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Magnetic resonance imaging
<p>The distributions of demographic and tumor characteristics of rectal cancer patients in two external test cohorts.</p><p>The distributions of demographic and tumor characteristics of rectal cancer patients in two external test cohorts.</p>
ZivaHub + Deakin Research Online + DMU Figshare2026 · Imaging · unknown
Supplementary Table 5 from [<sup>18</sup>F]RCCB6 PET/CT in Diagnosing Clear-Cell Renal Cell Carcinomas: A Prospective Comparison Study with [<sup>18</sup>F]FDG PET/CT and Conventional Imaging<p>Supplementary Table 5 showing the value of [18F]RCCB6 in delineating CD70 expression.</p>