federated-learning

Organzie the Summer School on Affordbale AI (SAAI -- سعي)

We have just wrapped up an amazing week at the [Summer School on Affordbale AI (SAAI -- سعي)](https://saai2024.github.io/). As the curtains close on an unforgettable week in Bonn, we reflect on the enriching experiences shared at the AGYA Summer School on Affordable AI. We were thrilled to host 60 guests, including 35 students from nations across the globe; 🇲🇷 Mauritania, 🇲🇦 Morocco, 🇹🇳 Tunisia, 🇩🇿 Algeria, 🇱🇾 Libya, 🇪🇬 Egypt, 🇵🇸 Palestine, 🇱🇧 Lebanon, 🇯🇴 Jordan, 🇸🇾 Syria, 🇮🇶 Iraq, 🇴🇲 Oman, 🇶🇦 Qatar, 🇰🇼 Kuwait, 🇸🇦Saudi, 🇦🇪 UAE, 🇾🇪 Yemen, 🇰🇲 Comoros, 🇩🇪 Germany, 🇷🇺 Russia, 🇮🇹 Italy, 🇺🇦 Ukraine, 🇫🇷 France, and 🇨🇴 Colombia alongside 15 faculty and AGYA members, and 6 dedicated tutors.

Invited Talk at the Summer School for Surgical Data Science

Very much enjoyed the time in Strasbourg! Great keynotes and lectures at the [summer school for surgical data science](https://www.edu4sds.org/). I was fortunate enough to meet a couple of brilliant minds at the school! It was also a pleasure meeting my mentor Prof. Nassir Navab! Thanks for the invitation, organziation and the warm hospitality, Prof. Nicolas Padoy 🙏🙏

Research Visit at the University of Sharjah, UAE

I have just completed the research visit at the University of Sharjah, NYU Abu Dhabi, and other esteemed universities. This initiative aims to strengthen connections and foster collaboration between German and Emirati academic institutes in the field of health and medical sciences. I will soon return to the Emirates to organize a one-day workshop on AI and healthcare at a prestigious academic institute. Stay tuned for more details!

Invited Talk at the Okinawa Institute of Science and Technology Graduate University, Japan

Invited to a Panel Discussion on AI in clinical routine at LMU, Munich, Germany

I was excited to join a distinguished panel, including Prof. Dr. Wolfgang Böcker, Prof. Dr. Clemens Cyran, and Katharina Danhauser, moderated by Claus Belka, to explore AI's readiness for clinical routine. Our discussion spotlighted crucial aspects: the current state of AI in clinics and strategic placement within workflows. Emphasis was placed on robust data governance and addressing development challenges. The dialogue highlighted the importance of collaboration with stakeholders, involving regulatory bodies, and prioritizing education and training. Grateful for the opportunity to contribute to this pivotal conversation shaping the future of AI in healthcare. Thanks for the invitation, Guillaume Landry!

Invited Talk at the Sino-German Symposium on AI in Medicine

Very much enjoyed the time in Shanghai! Great keynotes and lectures at the [Sino-German Symposium on AI in Medicine](https://finance.sina.cn/2023-11-21/detail-imzvkwnk8116163.d.html). I was fortunate enough to meet a couple of brilliant minds at the school! It was also a pleasure meeting my mentor Prof. Nassir Navab! Thanks for the invitation, organziation and the warm hospitality, Prof. Kuangyu Shi 🙏🙏

Invited Talk at German Jordanian University (GIU), Amman, Jordan

IEEE EMBS Jordan Chapter is pleased to invite faculty, students, fresh graduates, and professionals to attend the (virtual) EMBS Jordan Chapter Distinguished Lecture on Wednesday, July 26th, 2023, 6:00-7:30 PM (Jordan Local Time). This time we have a special guest PROF. Dr. Shadi Albarqouni, Professor of Computational Medical Imaging at the University of Bonn in Bonn, Germany. For registration, use the form below or the QR code. The seminar will take place on the ZOOM platform. Details for how to join the virtual meeting will be sent later for those who confirm their registration.

Invited Talk at DomGen2023 workshop, Warwick, UK

I very much enjoyed the invited talk at the University of Warwick, United Kingdom! I met students from the UK 🇬🇧 , Korea 🇰🇷 , Iran 🇮🇷 , Pakistan 🇵🇰 , Saudi 🇸🇦 , and Egypt 🇪🇬 ! Incredibly amazing how international that place is! The talk was part of the DomGen workshop. Thank you so much for the invitation and the warm welcome and hospitality, Mostafa Jahanifar and Nasir Rajpoot!

Invited Talk at the Workshop on Collaborative Learning: From Theory to Practice

I had the pleasure to give an invited talk at the #Collaborative Learning workshop at MBZUAI (Mohamed bin Zayed University of Artificial Intelligence)! It was a wonderful weekend full of amazing talks and fruitful discussions! I had the pleasure to meet a few familiar faces in our community along with other great speakers from UC Berkeley, Harvard, MIT, KAUST, ETH Zurich, Nvidia, and EPFL, among others. I would like to thank Michael I. Jordan and the organizing team behind the workshop for the invitation and the excellent hospitality! For those who are interested in the talks, they will be made publicly available soon!

Federated disentangled representation learning for unsupervised brain anomaly detection

With the advent of deep learning and increasing use of brain MRIs, a great amount of interest has arisen in automated anomaly segmentation to improve clinical workflows; however, it is time-consuming and expensive to curate medical imaging. Moreover, …