Deep Learning

MA Thesis: Deep Learning for Brain MRI Image Quality Transfer -- Not available

Abstract. Magnetic Resonance Imaging (MRI) plays a vital role in modern diagnostics, offering detailed, non-invasive insights into human anatomy [1-2]. High-field MRI (HF-MRI) systems, which operate at higher magnetic field strengths, provide superior image resolution and contrast compared to low-field MRI (LF-MRI) systems [3-4].

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.

Summer School on Affordable AI (SAAI -- سعي)

Our lab at Universitätsklinikum Bonn, The University of Bonn, and Helmholtz AI in cooperation with the Arab-German Young Academy of Sciences and Humanities (AGYA) are delighted to announce the upcoming AGYA Summer School on Affordable Artificial Intelligence (SAAI -سعي) in Bonn, 22-26 July 2024.

David participated at the SDS Summer School 2024

David had a enriching experience at the SDS Summer School 2023, hosted by the Institut de Chirurgie guidée par l'Image (IHU Strasbourg) and Université de Strasbourg. This event showcased the exciting fusion of computer science and surgical data science, offering a platform for exploring the latest advancements in the field.

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 🙏🙏

BA/MA Thesis: Deep Learning for Fetal Diaphragmatic Hernias Detection in US Images

Abstract. Fetuses with diaphragmatic hernias face severe health and survival risks. Treatment and outcomes can be improved if this condition is detected early. Ultrasound measurement of the lung-to-head ratio (o/e LHR) is widely used in obstetric ultrasound procedures for the assessment of the observed to expected lung-to-head ratio.

Participate at the International Conference on Medical Imaging with Deep Learning (MIDL)

Happy to see so many brilliant works at the hashtag#MIDL conference in Paris! It's a fantastic opportunity to connect with colleagues and graduates passionate about medical imaging and deep learning.

Invited Keynote Lecture on AI in Ophthalmology and Pathology

I was invited to give a Keynote Lecture on AI in Ophthalmology and Pathology to present a few works on Histopathology; Mitotoc figure detection in Breast Cancer, Domain Adaptation from H&E Imaging to IHC imaging among others. Thanks Prof. Martina C. Herwig-Carl for the invitation and warm hospitality!

Participate at the Helmholtz AI Conference, Germany

We have just participated at the Helmholtz AI conference and presented one of our Helmholtz AI projects!

Call for Participation at the Summer School on Affordable AI (SAAI -- سعي)

Our lab at Universitätsklinikum Bonn, The University of Bonn, and Helmholtz AI in cooperation with the Arab-German Young Academy of Sciences and Humanities (AGYA) are delighted to announce the upcoming AGYA Summer School on Affordable Artificial Intelligence (SAAI -سعي) in Bonn, 22-26 July 2024.