Automated mitosis detection using texture, SIFT features and HMAX biologically inspired approach

• Main Authors: Humayun Irshad (Author), Sepehr Jalali (Author), Ludovic Roux (Author), Daniel Racoceanu (Author), Lim Joo Hwee (Author), Gilles Le Naour (Author), Frédérique Capron (Author)
• Format: Book
• Published: Elsevier, 2013-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Context: According to Nottingham grading system, mitosis count in breast cancer histopathology is one of three components required for cancer grading and prognosis. Manual counting of mitosis is tedious and subject to considerable inter- and intra-reader variations. Aims: The aim is to investigate t...