Code Monkey home page Code Monkey logo

Hello There 👀

Hello There!

My name is Dennis. I am a passionate researcher, coder and Linux enthusiast trying to build software to accelerate AI solutions into clinical practice 🤖 🏥

I obtained my BSc degree in Electronics and Telecommunication Engineering and my MSc degree (with a focus on Signal Processing) at the University of Brescia, Italy, where I was born and raised 🇮🇹

After my Master Degree, I worked in a multidisciplinary group between Glasgow, Scotland 🏴󠁧󠁢󠁳󠁣󠁴󠁿 and my hometown to develop AI pipelines for Brain MRI segmentation. Throughout this wonderful experience I was supervised by my colleague (and friend!) @rockNroll87q.


🌱 What Do I Do

Currently, I am a research scholar at the Harvard's AIM Program 🇺🇸 and a Ph.D. Student at Maastricht University 🇳🇱

My research focuses on AI applied to clinical and medical imaging data (such as CT, MRI, and X-Ray), especially in the fields of radiology, radiation oncology and cardiology. During my Ph.D., I developed a profound interest in open source, open science and reproducible research. This interest eventually led me and a few colleagues sharing the open source values to the development of MHub.ai - a platform that aims to revolutionize the dissemination of AI models in medical imaging by providing meticulously curated, optimized, and portable AI-based imaging pipelines, empowering researchers with reproducible science and cutting-edge advancements in the field.

In keeping with this theme, I am also part of the NCI's Imaging Data Commons team, where I work on integrating AI-based medical image analysis pipelines into the platform and harnessing the power of the cloud for reproducible research.

You can take a look at my most recent public commits 👉 here! 👨‍💻

On my GitHub you can also find random repositories forked or created typically while trying to learn something off-work.


📫 You Can Reach Me at

  • 📧 dbontempi [at] bwh [dot] harvard [dot] edu
  • 🌐 denbonte [dot] me

Dennis Bontempi's Projects

cer3brum icon cer3brum

A fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRI

cloudyday icon cloudyday

Dummy benchmarking for common cloud download tools.

deepcac icon deepcac

Fully automatic coronary calcium risk assessment using Deep Learning.

ksvd icon ksvd

My implementation of the KSVD (from Elad, Aharon and Bruckstein - KSVD An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation) algorithm - super old Uni project.

linux_enc icon linux_enc

Notes on volumes encryption on Linux/UNIX systems for future lazy me.

rogue-yoda icon rogue-yoda

Mining data from the "no green pass docenti" website. Simple HTML scraping, analyses and map plotting using Python.

setup_new_unix_user icon setup_new_unix_user

A few notes on the setup process for a new user under Linux/UNIX systems - for when I forget how it's done (which is pretty much always).

totalsegmentator icon totalsegmentator

Tool for robust segmentation of 104 important anatomical structures in CT images

tstat icon tstat

Pandemic coding time - dummy numerical simulation to check if cards with shared numbers are less probable to win a game of Tombola.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.