USE OF UNet MODEL AND HALO TO ACCELERATE DEEP LEARNING ALGORITHM DEVELOPMENT IN DUPLEX IHC ASSAY FOR ER-PR

• Xingwei Wang,
• Mohamed Izady,
• Jim Martin,
• Fangru Lian,
• Bingbing Song,
• Sheelah Changho,
• Terry Landowski,
• Trish Thorne-Nuzzo,
• Gianni Ferreri

Affiliations

Xingwei Wang

Computational Science Pathology Lab, R&D, RTD, Santa Clara, CA, United States; Corresponding author.

Mohamed Izady

Roche, Companion Diagnostics, Tucson, AZ, United States

Jim Martin

Computational Science Pathology Lab, R&D, RTD, Santa Clara, CA, United States

Fangru Lian

Roche, Companion Diagnostics, Tucson, AZ, United States

Bingbing Song

Roche, Companion Diagnostics, Tucson, AZ, United States

Sheelah Changho

Roche, Companion Diagnostics, Tucson, AZ, United States

Terry Landowski

Roche, Companion Diagnostics, Tucson, AZ, United States

Trish Thorne-Nuzzo

Roche, Companion Diagnostics, Tucson, AZ, United States

Gianni Ferreri

Roche, Companion Diagnostics, Tucson, AZ, United States