Juan Felipe Pérez-Juste Abascal, Ph.D.
Researcher in medical imaging, image processing, inverse problems and deep learning
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Current position at AMIDS Solutions, Lyon, France
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![IMGP4116_edited.png](https://static.wixstatic.com/media/73be68_584e40d952ea4180a00434f324a2c86a~mv2.png/v1/crop/x_40,y_0,w_1360,h_2019/fill/w_168,h_249,al_c,q_85,usm_0.66_1.00_0.01,enc_auto/IMGP4116_edited.png)
juanabascal78 at gmail.com
![ai-surveillance_screenshot.png](https://static.wixstatic.com/media/73be68_94eb55f6cad14691a010ec8ff3e58a7c~mv2.png/v1/fill/w_433,h_155,al_c,q_85,usm_0.66_1.00_0.01,enc_auto/ai-surveillance_screenshot.png)
![ResPrUNet_sketch.jpg](https://static.wixstatic.com/media/73be68_4baa823ca8d34c3aad2d2f9f25638066~mv2.jpg/v1/fill/w_411,h_117,al_c,q_80,usm_0.66_1.00_0.01,enc_auto/ResPrUNet_sketch.jpg)
![Knee_Den_SPADE.png](https://static.wixstatic.com/media/73be68_945526b913a642b38ffeee84b8058dfb~mv2.png/v1/fill/w_262,h_78,al_c,q_85,usm_0.66_1.00_0.01,enc_auto/Knee_Den_SPADE.png)
![classif_scikit.png](https://static.wixstatic.com/media/73be68_0a5268c7a933430595e5d0f11baa99e6~mv2.png/v1/crop/x_0,y_44,w_788,h_450/fill/w_168,h_96,al_c,q_85,usm_0.66_1.00_0.01,enc_auto/classif_scikit.png)
Latest projects
Deep learning for image processing and image reconstruction:
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Material decomposition in spectral CT using deep learning
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Denoising for single-pixel hyperspectral imaging
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Residual Prior Image based denoising
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Deep iterative reconstruction methods
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Transfer learning:
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Learned detector response function for spectral CT
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A Sim2Real transfer learning approach
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Computer vision:
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Video object detection​
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Image and video restoration
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Natural language processing:
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Named entity recognition (NER)
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ChatGPT Prompts for Text Analysis
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![](https://static.wixstatic.com/media/73be68_0f00ce98ffee432fb77a0159742f0354.jpg/v1/fill/w_188,h_146,al_c,q_80,usm_0.66_1.00_0.01,enc_auto/73be68_0f00ce98ffee432fb77a0159742f0354.jpg)
![](https://static.wixstatic.com/media/73be68_392e08e8635a47c1b20c31aa2e0ed642.jpg/v1/fill/w_175,h_144,al_c,q_80,usm_0.66_1.00_0.01,enc_auto/73be68_392e08e8635a47c1b20c31aa2e0ed642.jpg)
![](https://static.wixstatic.com/media/73be68_b0c5006a5455492d83ebe1bdf69b95fd.jpg/v1/crop/x_0,y_17,w_617,h_316/fill/w_250,h_128,al_c,q_80,usm_0.66_1.00_0.01,enc_auto/73be68_b0c5006a5455492d83ebe1bdf69b95fd.jpg)
Previous projects
Compressed Sensing for Preclinical and Clinical Applications:
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Hyperpolarized gas lung MRI
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Cardiac-cine MRI
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Functional MRI
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Respiratory-gated CT
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Limited-view CT
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4D Image Reconstruction Methods:
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Contrast-enhanced CT
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Dynamic PET imaging
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Other inverse problems and applications:
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Fluorescence Molecular Tomography (FMT) for small-animal studies
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Non-Destructive Testing (NDT) using Eddy-current imaging
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Electrical impedance tomography (EIT) of brain function
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