Predicting 30-days All-cause Hospital Readmissions Considering Discharge-to-alternate-care-facilities
Project Summary Hospital discharge is a decision based on several data points including diagnostic, physiological, …
LDA–GA–SVM: improved hepatocellular carcinoma prediction through dimensionality reduction and genetically optimized support vector machine
Project Summary Hepatocellular carcinoma (HCC) is a common type of liver cancer worldwide. Patients with …
Multimodal Brain Tumor Classification Using Deep Learning and Robust Feature Selection: A Machine Learning Application for Radiologists
Project Summary Manual identification of brain tumors is an error-prone and tedious process for radiologists; …
Statistically rigorous deep neural network approach to predict mortality in trauma patients admitted to the intensive care unit
Project Summary BACKGROUND Trauma patients admitted to critical care are at high risk of mortality …
Classification of positive COVID-19 CT scans using deep learning
Project Summary In medical imaging, computer vision researchers are faced with a variety of features …
A Deep Learning Approach for COVID-19 8 Viral Pneumonia Screening with X-ray Images
Project Summary Beginning in December 2019, the spread of the novel Coronavirus (COVID-19) has exposed …