AI Medical Compendium Journal:
PeerJ. Computer science

Showing 51 to 54 of 54 articles

Forecasting Bitcoin closing price series using linear regression and neural networks models.

PeerJ. Computer science
In this article we forecast daily closing price series of Bitcoin, Litecoin and Ethereum cryptocurrencies, using data on prices and volumes of prior days. Cryptocurrencies price behaviour is still largely unexplored, presenting new opportunities for ...

A machine learning approach to automatic detection of irregularity in skin lesion border using dermoscopic images.

PeerJ. Computer science
Skin lesion border irregularity is considered an important clinical feature for the early diagnosis of melanoma, representing the B feature in the ABCD rule. In this article we propose an automated approach for skin lesion border irregularity detecti...

A comparative study of machine learning and deep learning algorithms to classify cancer types based on microarray gene expression data.

PeerJ. Computer science
Cancer classification is a topic of major interest in medicine since it allows accurate and efficient diagnosis and facilitates a successful outcome in medical treatments. Previous studies have classified human tumors using a large-scale RNA profilin...

Forma mentis networks map how nursing and engineering students enhance their mindsets about innovation and health during professional growth.

PeerJ. Computer science
Reconstructing a "forma mentis", a mindset, and its changes, means capturing how individuals perceive topics, trends and experiences over time. To this aim we use forma mentis networks (FMNs), which enable direct, microscopic access to how individual...