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Xiao Liu Profile picture
Xiao Liu
@DrXiaoLiu
Clinician Scientist in AI & Digital Health. Deputy Editor @NEJM_AI. @diversedata_ST @ConsortSpiritAI. Tweets are my own
Jul 18, 2021 • 12 tweets • 4 min read
Earlier this week @IamSamFin @kdpsinghlab @zakkohane @suchisaria et al published a excellent letter in @NEJM: Checklist for recognising clinical dataset shift for #AI
This is a really important topic & I recommend properly combing through Suppl Table 2.

Some thoughts: 1/n The 3 main categories considered are changes in:
-Technology/infrastructure
-Population/setting
-Behaviour/practice.
Note: to detect change, an established understanding of the baseline is needed.
2/n
Sep 9, 2020 • 11 tweets • 12 min read
1/NEW: Today the SPIRIT-AI and CONSORT-AI Working Group have published the first reporting guidelines for clinical trials evaluating AI interventions in @NatureMedicine @LancetDigitalH @bmj_latest 2/Papers here:
SPIRIT-AI nature.com/articles/s4159…; doi.org/10.1016/S2589-…; bmj.com/content/370/bm…
CONSORT-AI nature.com/articles/s4159…; doi.org/10.1016/S2589-…; bmj.com/content/370/bm…