CANCOG is an AI platform that aims to provide standardized platforms for AI experts to work on high-impact oncology challenges. The platform will contain benchmarking data, AI models, and leaderboards for various challenges related to cancer research. These challenges include diagnosis, prognosis, treatment, and drug discovery. The CANCOG program aims to accelerate progress in cancer research, improve patient outcomes, and bring together AI experts from different fields. Ultimately, CANCOG seeks to liberate oncology research from domain knowledge barriers and attract a broader community of researchers to work on these critical challenges.
To create a community AI platform called CANCOG within three years. This platform will contain benchmarking data, AI models, and leaderboards for various challenges related to image analytics, omics, and molecular modeling. Different aspects of cancer research will be addressed through these challenges, such as diagnosis, prognosis, treatment, and drug discovery.