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Achievement: Starstruckx2Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault ContributorAchievement: Pull Sharkx2

Achievements

Achievement: Starstruckx2Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault ContributorAchievement: Pull Sharkx2

Organizations

@UNICT-DMI @triglie

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LemuelPuglisi/README.md

Lemuel Puglisi

I'm a Computer Science PhD Fellow at the University of Catania (🇮🇹, 🤌)

Bits of my research (First & Co-First authorships):

Pipeline Conference Description
🧠 BrLP MICCAI'24 4D disease-progression modeling from 3D MRI
☢️ CoCoLIT AAAI'26 3D MRI → amyloid PET via Latent Diffusion + ControlNet
👴🏻 SynthBA MXR'24 Brain-age prediction from any MRI contrast/resolution
💾 DeepSSIM WACV'26 Self-supervised embedding for memorization analysis
☝🏻 DeepBrainPrint MIDL'23 Contrastive embedding for medical image retrieval

Open-source contributor to:

  • MindGlide: ultrafast segmentation of real-world brain MRI for multiple-sclerosis patients

You can reach me at: lemuel.puglisi [AT] phd.unict.it

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  1. BrLP BrLP Public

    [MICCAI, 2024] (Oral, RU @ MedIA Best Paper Award) Official implementation of the Brain Latent Progression (BrLP) method from "Enhancing Spatiotemporal Disease Progression Models via Latent Diffusi…

    Python 141 13

  2. brAIn-science/CoCoLIT brAIn-science/CoCoLIT Public

    [AAAI, 2026] Official implementation of "CoCoLIT: ControlNet-Conditioned Latent Image Translation for MRI to Amyloid PET Synthesis".

    Jupyter Notebook 19 1

  3. SynthBA SynthBA Public

    Official implementation of "SynthBA: Reliable Brain Age Estimation Across Multiple MRI Sequences and Resolutions".

    Python 24 2

  4. brAIn-science/DeepSSIM brAIn-science/DeepSSIM Public

    [WACV, 2026] Official implementation of "A Novel Metric for Detecting Memorization in Generative Models for Brain MRI Synthesis"

    Python 11

  5. turboprep turboprep Public

    MRI preprocessing / segmentation in under 30s

    Shell 25 4

  6. MS-PINPOINT/mindGlide MS-PINPOINT/mindGlide Public

    Brain MRI segmentation for multiple sclerosis — any sequence, any quality. pip install mindglide

    Python 47 13