Professional Events Officer

MICCAI Student Board

Organizing the Academia & Industry event.

Research Assistant

Technical University Darmstadt

Part of Technical University Darmstadt's quality assurance team for the RACOON project, a national initiative involving 38 university hospitals. Developing and implementing quality assurance methods for CT/MRI images and segmentation masks.

Student Assistant

Technical University Darmstadt

Assisted in quality assurance for the RACOON project, focusing on regulatory aspects and medical device standards.

Business Intelligence Intern

Deutsche Lufthansa AG

Developed Qlik Sense applications for data visualization and analysis in support of operational decision-making.

Ph.D., Computer Science

Technical University Darmstadt

Thesis: Beyond End-to-End - Exploring Extremes in Medical Continual Learning

M.Sc., Business Informatics

Technical University Darmstadt

Thesis: Continual Learning with Transformer Architectures

B.Sc., Business Informatics

Saarland University

Thesis: Development of an Evaluation Tool for Time Series Analysis of Passenger Forecasts

NCAdapt: Dynamic adaptation with domain-specific Neural Cellular Automata for continual hippocampus segmentation

A. Ranem, J. Kalkhof, A. Mukhopadhyay

NCA-Morph: Medical Image Registration with Neural Cellular Automata

A. Ranem, J. Kalkhof, A. Mukhopadhyay

Unsupervised Training of Neural Cellular Automata on Edge Devices

J. Kalkhof, A. Ranem, A. Mukhopadhyay

UnCLe SAM: Unleashing SAM's Potential for Continual Prostate MRI Segmentation

A. Ranem, M. A. M. Aflal, M. Fuchs, A. Mukhopadhyay

Continual atlas-based segmentation of prostate MRI

A. Ranem, C. González, D. Pinto dos Santos, A. M. Bucher, A. E. Othman, A. Mukhopadhyay

Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology and Pathology

A. Ranem, N. Babendererde, M. Fuchs, A. Mukhopadhyay

Lifelong nnU-Net: Framework for Medical Continual Learning

C. González, A. Ranem, D. Pinto dos Santos, A. Othman, A. Mukhopadhyay

Quality monitoring of federated Covid-19 lesion segmentation

C. González, C.L. Harder, A. Ranem, R. Fischbach, I.J. Kaltenborn, A. Dadras, A.M. Bucher, A. Mukhopadhyay

Detecting respiratory motion artefacts for cardiovascular MRIs

A. Ranem, J. Kalkhof, C. Özer, A. Mukhopadhyay, I. Oksuz

Continual Hippocampus Segmentation with Transformers

A. Ranem, C. González, A. Mukhopadhyay