Advancing Pulmonary Disease Assessment in Medical Imaging: Deep Regression and Data Augmentation Techniques Doktoregaia: BOUTHANIA SLIKA Urtea: 2025 Unibertsitatea: UPV/EHU Zuzendaria(k): Fadi Dornaika y Karim Hammoudi