GlucoFM was developed as a self-supervised foundation model for continuous glucose monitoring that separates slow glycemic trends from short-term deviations while accounting for time of day and missing data. It was pre-trained on 109,066 hours of unlabeled CGM data and, across 14 cohort–task evaluations, achieved an average PR-AUC of 58.8% versus 54.7% for the best GluFormer baseline variant, and 21.88 mg/dL MAE for two-hour post-meal glucose-change forecasting. The model improved diabetes-risk, beta-cell-dysfunction, and most insulin-resistance predictions, transferred well across cohorts, and adapted with very limited labeled data.
The DSM is getting a biological upgrade after criticism that its diagnosis criteria have lacked objective biological measures for mental illness. The latest version, DSM-5, was released in 2013. This shift adds biology-based approaches to how clinicians diagnose and how researchers guide studies, changing the manual’s diagnostic framework.
Breedr raised a $27 million Series B led by Partech to digitise cattle records and run a livestock trading marketplace. The startup tracks 2 million head of cattle and expects nearly $500 million of livestock turnover on its marketplace this year. It will expand teams in the United States, Australia, and New Zealand and enhance per-animal data, including genomic information.
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