Radiomics and Artificial Intelligence for Biomarker and Prediction Model Development in Oncology

Reza Forghani; Peter Savadjiev; Avishek Chatterjee; Nikesh Muthukrishnan; Caroline Reinhold; Behzad Forghani

doi:10.1016/j.csbj.2019.07.001

Radiomics and Artificial Intelligence for Biomarker and Prediction Model Development in Oncology

Comput Struct Biotechnol J. 2019 Jul 12:17:995-1008. doi: 10.1016/j.csbj.2019.07.001. eCollection 2019.

Authors

Reza Forghani^{1

2

3

4

5}, Peter Savadjiev^{1

6}, Avishek Chatterjee⁷, Nikesh Muthukrishnan^{2

3}, Caroline Reinhold^{1

2}, Behzad Forghani^{1

4}

Affiliations

¹ Department of Radiology, McGill University, 1650 Cedar Avenue, Montreal, Quebec H3G 1A4, Canada.
² Department of Radiology and Research, Institute of the McGill University Health Centre, 1001 Decarie Blvd, Montreal H4A 3J1, Quebec, Canada.
³ Segal Cancer Centre, Lady Davis Institute for Medical Research, Jewish General Hospital, 3755 Cote Ste-Catherine Road, Montreal, Quebec H3T 1E2, Canada.
⁴ Gerald Bronfman Department of Oncology, McGill University, Suite 720, 5100 Maisonneuve Blvd West, Montreal, Quebec H4A3T2, Canada.
⁵ Department of Otolaryngology, Head and Neck Surgery, Royal Victoria Hospital, McGill University Health Centre, 1001 boul. Decarie Blvd, Montreal, Quebec H3A 3J1, Canada.
⁶ Department of Computer Science, McGill University, 3480 University St, Montreal, Quebec H3A 0E9, Canada.
⁷ Medical Physics Unit, Cedars Cancer Centre, McGill University Health Centre, 1001 Decarie Blvd, Montreal, Quebec H4A 3J1, Canada.

Abstract

Unlabelled Image.

Keywords: Artificial intelligence; Biomarker; Machine learning; Precision oncology; Radiomics; Texture analysis.

Publication types

Review