31 citations · 83 across the 11 of their papers we have counts for
4 papers · 1 filter
Convolutional Neural Networks in Multi-Class Classification of Medical Data
YuanZheng Hu, Marina Sokolova
We report applications of Convolutional Neural Networks (CNN) to multi-classification classification of a large medical data set. We discuss in detail how changes in the CNN model…
Explainable Multi-class Classification of Medical Data
YuanZheng Hu, Marina Sokolova
Machine Learning applications have brought new insights into a secondary analysis of medical data. Machine Learning helps to develop new drugs, define populations susceptible to ce…
One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data
Ahmad Pesaranghader, Ali Pesaranghader, Stan Matwin +1
Due to recent technical and scientific advances, we have a wealth of information hidden in unstructured text data such as offline/online narratives, research articles, and clinical…
Multi-Labeled Classification of Demographic Attributes of Patients: a case study of diabetics patients
Naveen Kumar Parachur Cotha, Marina Sokolova
Automated learning of patients demographics can be seen as multi-label problem where a patient model is based on different race and gender groups. The resulting model can be furthe…