Whole genome and reverse protein phase array landscapes of patient derived osteosarcoma xenograft models

CC Wu, L Huang, Z Zhang, Z Ju, X Song, EA Kolb… - Scientific reports, 2024 - nature.com
Osteosarcoma is the most common primary bone malignancy in children and young adults,
and it has few treatment options. As a result, there has been little improvement in survival …

Predicting drug sensitivity of cancer cell lines via collaborative filtering with contextual attention

Y Tao, S Ren, MQ Ding… - Machine Learning for …, 2020 - proceedings.mlr.press
Accurate anti-cancer drug recommendations and the identification of essential biomarkers
for this task are crucial to precision oncology. Large-scale drug response assays on cancer …

Pan-Cancer Drug Response Prediction Using Integrative Principal Component Regression

Q Liu, G Li, V Baladandayuthapani - Statistics in Biosciences, 2024 - Springer
The pursuit of precision oncology heavily relies on large-scale genomic and
pharmacological data garnered from pre-clinical cancer model systems such as cell lines …

A Bayesian precision medicine framework for calibrating individualized therapeutic indices in cancer

A Saha, MJ Ha, S Acharyya… - The Annals of Applied …, 2022 - projecteuclid.org
A Bayesian precision medicine framework for calibrating individualized therapeutic indices
in cancer Page 1 The Annals of Applied Statistics 2022, Vol. 16, No. 4, 2055–2082 https://doi.org/10.1214/21-AOAS1550 …