Deep learning-based cancer survival prognosis from RNA-seq data: approaches and evaluations

• मुख्य लेखकों: Zhi Huang (लेखक), Travis S. Johnson (लेखक), Zhi Han (लेखक), Bryan Helm (लेखक), Sha Cao (लेखक), Chi Zhang (लेखक), Paul Salama (लेखक), Maher Rizkalla (लेखक), Christina Y. Yu (लेखक), Jun Cheng (लेखक), Shunian Xiang (लेखक), Xiaohui Zhan (लेखक), Jie Zhang (लेखक), Kun Huang (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: BMC, 2020-04-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: Connect to this object online.

Abstract Background Recent advances in kernel-based Deep Learning models have introduced a new era in medical research. Originally designed for pattern recognition and image processing, Deep Learning models are now applied to survival prognosis of cancer patients. Specifically, Deep Learning version...