92 citations · 107 across the 5 of their papers we have counts for
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q-bio.OT2024
DOME Registry: Implementing community-wide recommendations for reporting supervised machine learning in biology
Omar Abdelghani Attafi, Damiano Clementel, Konstantinos Kyritsis +17
Supervised machine learning (ML) is used extensively in biology and deserves closer scrutiny. The DOME recommendations aim to enhance the validation and reproducibility of ML resea…
q-bio.OT2024★ 6 cited
Synthetic data: How could it be used for infectious disease research?
Styliani-Christina Fragkouli, Dhwani Solanki, Leyla J Castro +4
Over the last three to five years, it has become possible to generate machine learning synthetic data for healthcare-related uses. However, concerns have been raised about potentia…