Isabella Poles

According to our database1, Isabella Poles authored at least 14 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2021
2022
2023
2024
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Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Letting Osteocytes Teach SR-MicroCT Bone Lacunae Segmentation: A Feature Variation Distillation Method via Diffusion Denoising.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

A Physiological Variability Inspired Spatial Regularization for Joint Rigid-Deformable Abdominal MR Image Registration.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

A Novel Approach to Unveil Hidden Stratification in Osteoporosis SR-MicroCT Image Classification.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

A Multimodal Transfer Learning Approach for Histopathology and SR-microCT Low-Data Regimes Image Segmentation.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Repurposing the Image Generative Potential: Exploiting GANs to Grade Diabetic Retinopathy.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Stain Transfer using CycleGAN for Histopathological Images.
Proceedings of the 20th IEEE International Conference on Smart Technologies, 2023

Towards a Lightweight 2D U-Net for Accurate Semantic Segmentation of Kidney Tumors in Abdominal CT Images.
Proceedings of the 20th IEEE International Conference on Smart Technologies, 2023

Analysis and Classification of Event-Related Potentials During Image Observation.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Towards an Informed CNN for Bone SR-microCT Image Classification with an Unsupervised Patched-based Image Clustering.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Rethinking Theta/Beta Ratio in ADHD through Functional Data Analysis.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

ATHENA: a GPU-based Framework for Biomedical 3D Rigid Image Registration.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

A Graph Machine Learning approach to Automatic Dementia Detection.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

On How to Unravel Bone Microscale Phenomena: A Mask-Guided Attention SR-microCT Image Classification Approach.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

2021
An Automatic Active Contour Approach to Segment Retinal Blood Vessels.
Proceedings of the 6th IEEE International Forum on Research and Technology for Society and Industry, 2021


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