• Artificial intelligence in medical diagnosis (with emphasis on orthopedics) 

      Σκαλέρης, Σταμάτιος-Μιχαήλ (Πανεπιστήμιο Δυτικής Αττικής, 2024-10-07)
      Early and accurate diagnosis of hip conditions, such as fractures and degenerative diseases, is crucial for ensuring that patients receive appropriate treatment on time. Delayed or incorrect diagnoses can lead to prolonged ...
    • Prediction of the retention time of natural product metabolites using transfer learning strategies 

      Κατσάρα, Βασιλική (Πανεπιστήμιο Δυτικής Αττικής, 2024-10-11)
      Retention time (RT) prediction in chromatography can play an important role for numerous analytical applications, including drug discovery and environmental monitoring. This study aims to enhance RT prediction accuracy by ...
    • Transferable state & action embeddings in deep reinforcement learning 

      Ελευθερίου, Δημήτριος (Πανεπιστήμιο Δυτικής Αττικής, 2024-07)
      This thesis delves into two primary areas: the impact of transfer learning on the performance of RL algorithms and the implementation of a transformers-based architecture for learning representations of both states and ...