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Vivek Subbiah: SCORPIO – a machine learning system that utilizes routine blood tests
Feb 3, 2025, 18:48

Vivek Subbiah: SCORPIO – a machine learning system that utilizes routine blood tests

Vivek Subbiah, Chief of Early-Phase Drug Development at the Sarah Cannon Research Institute, posted on LinkedIn about a recent paper by Seong-Keun Yoo et al. published in Nature Medicine:

“Prediction of checkpoint inhibitor immunotherapy efficacy for cancer using routine blood tests and clinical data

Predicting whether a patient with cancer will benefit from immune checkpoint inhibitors (ICIs) without resorting to advanced genomic or immunologic assays is an important clinical need.

Interesting paper in Nature Medicine – evaluated SCORPIO, a machine learning system that utilizes routine blood tests (complete blood count and comprehensive metabolic profile) alongside clinical characteristics from 9,745 ICI-treated patients across 21 cancer types.”

“Prediction of checkpoint inhibitor immunotherapy efficacy for cancer using routine blood tests and clinical data”

Authors: Seong-Keun Yoo et al.

Vivek Subbiah: SCORPIO - a machine learning system that utilizes routine blood tests

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