Eleonora D'Arnese
Lecturer in Biomedical Artificial Intelligence
Researches medical image analysis and computer vision, including image registration, multi-modal image analysis and radiomics.
Eleonora D'Arnese's lab at Edinburgh works on medical imaging & healthcare AI and vision-language & multimodal. 21 papers since 2023, 1 at top venues, mostly ISBI and ICIP.
At a glance
- papers, 2023–2026
- 5/ year
- at T1 venues
- 5%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 2 papers2026 · T1 0 · collecting
- 3 papers2025 · T1 0
- 8 papers2024 · T1 1
- 8 papers2023 · T1 0
T1 venuesOtherVenues: ISBI, ICIP, MICCAI
Research focuspaper titles that use each topic's words
- image13 papers
- image registration8 papers
- Vision-language & multimodal1 paper
- Medical imaging & healthcare AI0 papers
- image analysis0 papers
Paper list
From DBLP.
20262 papers
20253 papers
- ICIPA Multiscale Attention-Based Deep Learning Method for DCE-MRI Breast Tumor Segmentation (opens in a new tab)
- FCCMSoaring with TRILLI: An HW/SW Heterogeneous Accelerator for Multi-Modal Image Registration (opens in a new tab)
- ISCASVOTED - Versal Optimization Toolkit for Education and Heterogeneous Systems Development (opens in a new tab)
20248 papers
- EMBCA Multimodal Transfer Learning Approach for Histopathology and SR-microCT Low-Data Regimes Image Segmentation (opens in a new tab)
- ISBIA Novel Approach to Unveil Hidden Stratification in Osteoporosis SR-MicroCT Image Classification (opens in a new tab)
- ISBIA Physiological Variability Inspired Spatial Regularization for Joint Rigid-Deformable Abdominal MR Image Registration (opens in a new tab)
- ICCDCo-Designing a 3D Transformation Accelerator for Versal-Based Image Registration (opens in a new tab)
- MICCAI (T1)Letting Osteocytes Teach SR-MicroCT Bone Lacunae Segmentation: A Feature Variation Distillation Method via Diffusion Denoising (opens in a new tab)
- IEEE J. Biomed. Health InformaticsNERONE: The Fast Way to Efficiently Execute Your Deep Learning Algorithm at the Edge (opens in a new tab)
- CVPR WorkshopRepurposing the Image Generative Potential: Exploiting GANs to Grade Diabetic Retinopathy (opens in a new tab)
- J. Parallel Distributed Comput.Starlight: A kernel optimizer for GPU processing (opens in a new tab)
20238 papers
- BHIA Graph Machine Learning approach to Automatic Dementia Detection (opens in a new tab)
- BioCASATHENA: a GPU-based Framework for Biomedical 3D Rigid Image Registration (opens in a new tab)
- IEEE Trans. Parallel Distributed Syst.Faber: A Hardware/SoftWare Toolchain for Image Registration (opens in a new tab)
- ACM Trans. Embed. Comput. Syst.Hephaestus: Codesigning and Automating 3D Image Registration on Reconfigurable Architectures (opens in a new tab)
- BHIOn How to Unravel Bone Microscale Phenomena: A Mask-Guided Attention SR-microCT Image Classification Approach (opens in a new tab)
- EUROCONStain Transfer using CycleGAN for Histopathological Images (opens in a new tab)
- EUROCONTowards a Lightweight 2D U-Net for Accurate Semantic Segmentation of Kidney Tumors in Abdominal CT Images (opens in a new tab)
- EMBCTowards an Informed CNN for Bone SR-microCT Image Classification with an Unsupervised Patched-based Image Clustering (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to EdinburghFall 2027
Not announced yet
Informatics PhD
- Round
- Rolling (funding consideration)
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- none
Not yet confirmed for this intake.
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Data
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- The member list could not be found on the lab site.
- The alumni list could not be found on the lab site.
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- DBLP
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- Not collected
- Alumni
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