Lemuel Puglisi LemuelPuglisi

Researcher - Medical AI

Achievements

LemuelPuglisi /README.md

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

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 119 9
brAIn-science/CoCoLIT brAIn-science/CoCoLIT Public

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

Python 10
SynthBA SynthBA Public

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

Python 18 2
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 5
turboprep turboprep Public

MRI preprocessing / segmentation in under 30s

Shell 16 3
MS-PINPOINT/mindGlide MS-PINPOINT/mindGlide Public

Brain Segmentation with MONAI and Dynamic Unet (nn-unet)

Python 39 12