Clinical oncology information network

Clinical oncology

Clinical oncologists are involved in the management of all types of cancer. They work closely with other colleagues in large multidisciplinary teams that focus on the treatment of cancer affecting particular parts of the body or systems. Clinical oncologists enjoy close working relationships with patients and manage their cancer throughout the disease. Some patients can be cured, but for others...

Clinical oncology

Clinical oncologists are involved in the management of all types of cancer. They work closely with other colleagues in large multidisciplinary teams that focus on the treatment of cancer affecting particular parts of the body or systems. Clinical oncologists enjoy close working relationships with patients and manage their cancer throughout the disease. Some patients can be cured, but for others...

Clinical Oncology

Clinical Oncology

Clinical Information Extraction via Convolutional Neural Network

We report an implementation of a clinical information extraction tool that leverages deep neural network to annotate event spans and their attributes from raw clinical notes and pathology reports. Our approach uses context words and their partof-speech tags and shape information as features. Then we hire temporal (1D) convolutional neural network to learn hidden feature representations. Finally...