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Multi-Feature ensemble learning on cell-free DNA for accurately detecting and locating cancer. Abstract selected as a short talk at AACR 2021.
Stackpole M et al. (2021).
Sensitive detection of tumor mutations from blood and its application to immunotherapy prognosis. Nature Communication. Accepted.
Li S, Noor Z, Zeng W, Stackpole M, Ni X, Yuan Z, Yuan Z, Wong WH, Agopian VG, Dubinett SM, Alber F, Li W, Garon EB, Zhou XJ (2021).
CancerDetector: Ultrasensitive and non-invasive cancer detection at the resolution of individual reads using cell-free DNA methylation sequencing data. Nucleic Acid Research, 2018 Sep;46(15):e89.
Li W*, Li Q*, Kang S, Same M, Zhou Y, Sun C, Liu CC, Matsuoka L, Sher L, Wong WH, Alber F and Zhou XJ (2018).
CancerLocator: Non-invasive cancer diagnosis and tissue-of-origin prediction using methylation profiles of cell-free DNA. Genome Biology, 2017 Mar 24;18(1):53.
Kang S, Li Q, Chen Q, Zhou Y, Park S, Lee G, Grimes, B, Krysan K, Yu M, Wang W, Alber F, Sun F, Dubinett SM, Li W, Zhou XJ (2017).