‘convolutional neural networks’
A Comparative Analysis of Low-parameter CNN Performance on Malaria Detection from Blood Smear Microscopy
Training lightweight convolutional neural networks to detect malaria from blood smear microscopy to assist medical professionals in diagnosis.
Posted by buchanle on Friday, June 20th, 2025 in May 2025, Artificial Intelligence, convolutional neural networks, Machine learning, Malaria
Automated diagnosis of 7 retinal diseases with convolutional neural networks in a dataset of 2,234 eye images
Automated diagnosis of retinal disease with convolutional neural networks achieving a validation F1-score accuracy of 96% and 95% on cataracts and pathological myopia respectively.
Posted by John Lee on Tuesday, May 30th, 2023 in May 2023, convolutional neural networks, healthcare, Machine learning