Machine learning and deep learning predictive models for type 2 diabetes: a systematic review
Diabetes Mellitus is a severe, chronic disease that occurs when blood glucose levels rise
above certain limits. Over the last years, machine and deep learning techniques have been …
above certain limits. Over the last years, machine and deep learning techniques have been …
[HTML][HTML] Evaluation of machine learning algorithms for health and wellness applications: A tutorial
Research on decision support applications in healthcare, such as those related to diagnosis,
prediction, treatment planning, etc., has seen strongly growing interest in recent years. This …
prediction, treatment planning, etc., has seen strongly growing interest in recent years. This …
Descending through a crowded valley-benchmarking deep learning optimizers
Choosing the optimizer is considered to be among the most crucial design decisions in deep
learning, and it is not an easy one. The growing literature now lists hundreds of optimization …
learning, and it is not an easy one. The growing literature now lists hundreds of optimization …
Gluoncv and gluonnlp: Deep learning in computer vision and natural language processing
We present GluonCV and GluonNLP, the deep learning toolkits for computer vision and
natural language processing based on Apache MXNet (incubating). These toolkits provide …
natural language processing based on Apache MXNet (incubating). These toolkits provide …