Accurate Patient-Specific Machine Learning Models of Glioblastoma Invasion Using Transfer Learning.
Leland S HuHyunsoo YoonJ M EschbacherLeslie C BaxterAmylou C DueckA NespodzanyKris A SmithPeter NakajiYanzhe XuLujia WangJohn P KarisAndrea Hawkins-DaarudKyle W SingletonPamela R JacksonBarrett J AnderiesBernard R BendokRichard S ZimmermanC C QuarlesAlyx B PorterM M MrugalaAkanksha SharmaJoseph M HoxworthMithun G SatturNader SanaiP E KoulemberisC KrishnaJoseph Ross MitchellTeresa WuNhan L TranKristin R SwansonJing LiPublished in: AJNR. American journal of neuroradiology (2019)
Transfer learning significantly improves predictive modeling performance for quantifying tumor cell density in glioblastoma.