Deep Transfer Learning for Clinical Decision-Making Based on High-Throughput Data: Comprehensive Survey with Benchmark Results
Published in Briefings in Bioinformatics, 2023
Recommended citation: Toseef, M., Petinrin, O.O., Wang, F., Rahaman, S., Liu, Z., Li, X., & Wong, K. C. (2023). "Deep transfer learning for clinical decision-making based on high-throughput data: comprehensive survey with benchmark results". Briefings in Bioinformatics, bbad254. https://doi.org/10.1093/bib/bbad254
This review paper is about applying deep transfer learning to high-throughput data to improve clinical decision-making. Additionally, various data sets in transfer learning papers were explored, with statistics and visualisation.
Recommended citation: Toseef, M., Petinrin, O.O., Wang, F., Rahaman, S., Liu, Z., Li, X., & Wong, K. C. (2023). “Deep transfer learning for clinical decision-making based on high-throughput data: comprehensive survey with benchmark results”. Briefings in Bioinformatics, bbad254.