Learning from class-imbalanced data: Review of methods and applications

G Haixiang, L Yijing, J Shang, G Mingyun… - Expert systems with …, 2017 - Elsevier
Rare events, especially those that could potentially negatively impact society, often require
humans' decision-making responses. Detecting rare events can be viewed as a prediction …

Retinal microaneurysm detection using clinical report guided multi-sieving CNN

L Dai, B Sheng, Q Wu, H Li, X Hou, W Jia… - Medical Image Computing …, 2017 - Springer
Timely detection and treatment of microaneurysms (MA) is a critical step to prevent the
development of vision-threatening eye diseases such as diabetic retinopathy. However …

[PDF][PDF] A NOVEL APPROACH FOR FINDING DIABETIC MELLITUS USING ENSEMBLE MODEL FOR AN OPTIMIZED CLASSIFICATION

KR SEKAR, M KAMALADEVI… - Asian J Pharm Clin …, 2017 - researchgate.net
Diabetic mellitus is a chronic disease caused by hyperglycemia which should be treated
with high care and medications. The objective of this work is to identify and classify the …