3 papers
cs.CV2025
Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML
Kuniko Paxton, Koorosh Aslansefat, Amila Akagić +2
Recent advancements in skin lesion classification models have significantly improved accuracy, with some models even surpassing dermatologists' diagnostic performance. However, in…
cs.CV2025
Performance comparison of medical image classification systems using TensorFlow Keras, PyTorch, and JAX
Merjem Bećirović, Amina Kurtović, Nordin Smajlović +2
Medical imaging plays a vital role in early disease diagnosis and monitoring. Specifically, blood microscopy offers valuable insights into blood cell morphology and the detection o…
cs.CV2025
Comparative Analysis of CNN Performance in Keras, PyTorch and JAX on PathMNIST
Anida Nezović, Jalal Romano, Nada Marić +2
Deep learning has significantly advanced the field of medical image classification, particularly with the adoption of Convolutional Neural Networks (CNNs). Various deep learning fr…