feature representation

Microaneurysm Detection Using Principal Component Analysis and Machine Learning Methods

Author(s): Wen Cao, Nicholas Czarnek, Juan Shan, Lin Li
Microaneurysm Detection Using Principal Component Analysis and Machine Learning Methods 215 259 Transactions on NanoBioscience (TNB)

Diabetic retinopathy (DR) is an eye abnormality caused by long-term diabetes and it is the most common cause of blindness before the age of 50. Microaneurysms (MAs), resulting from leakage…

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A Novel Method to Predict Knee Osteoarthritis Progression on MRI Using Machine Learning Methods

Author(s): Yaodong Du, Rania Almajalid, Juan Shan, Ming Zhang
A Novel Method to Predict Knee Osteoarthritis Progression on MRI Using Machine Learning Methods 215 259 Transactions on NanoBioscience (TNB)

This paper explored the hidden biomedical information from knee magnetic resonance (MR) images for osteoarthritis (OA) prediction. We have computed the cartilage damage index (CDI) information from 36 informative locations…

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PhosPred-RF: a novel sequence-based predictor for phosphorylation sites using sequential information only

Author(s): Leyi Wei, Pengwei Xing, Jijun Tang, Quan Zou
PhosPred-RF: a novel sequence-based predictor for phosphorylation sites using sequential information only 215 178 Transactions on NanoBioscience (TNB)

Many recent efforts have been made for the development of machine learning based methods for fast and accurate phosphorylation site prediction. Currently, a majority of well-performing methods are based on…

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