Integrated histopathology–transcriptomic biomarker enhances survival prediction in HNSCC patients treated with immunotherapy Nitya Thakkar*, Merzu Belete*, Indu Khatri, Meijian Guan, Yu Sun, Anantharaman Muthuswamy, Iris Kolder, Han Si, David Soong, Brandon W Higgs, Lauren K Brady, James Zou, Sriram Sridhar Jun 2026 DOI * Equal contribution Nitya Thakkar CS PhD Student I am a PhD student at Stanford interested in machine learning for health.