3 papers
stat.ME2026
Typical Healthcare Pathways as a Basis for Admixture Modeling of Patient Trajectories
Maryam Farhadizadeh, Carola S. Heinzel, August Sigle +5
Background: Understanding whether patients follow similar or distinct patterns of care is important for characterizing clinical practice, identifying patient subgroups, and support…
cs.LG2025
Challenges and proposed solutions in modeling multimodal medical data: A systematic review
Maryam Farhadizadeh, Maria Weymann, Michael Blaà +7
Multimodal data modeling has emerged as a powerful approach in clinical research, enabling the integration of diverse data types such as imaging, genomics, wearable sensors, and el…
cs.CY2025
Small Data Explainer -- The impact of small data methods in everyday life
Maren Hackenberg, Sophia G. Connor, Fabian Kabus +11
The emergence of breakthrough artificial intelligence (AI) techniques has led to a renewed focus on how small data settings, i.e., settings with limited information, can benefit fr…