Linearizing and Forecasting: A Reservoir Computing Route to Digital Twins of the Brain
Advanced Science, EarlyView.A new approach uses simple neural networks to create digital twins of brain activity, capturing how different patterns unfold over time. The method generates and recovers key dynamics even from noisy data. When applied to fMRI, it predicts brain signals and reveals distinctive activity patterns across regions and individuals, opening possibilities for ...
Gabriele Di Antonio +3 more
wiley +1 more source
Spatio-temporal parse network-based trajectory modeling on the dynamics of criminal justice system. [PDF]
J Appl Stat, 2022 Yu H, Jiang S, Huang H.
europepmc +1 more source
Coupled Above‐ and Belowground Ecosystem Stability Worldwide
Advanced Science, EarlyView.Are the worlds above and below our feet in sync? This global exploration reveals an entangled fate between above‐ and belowground ecosystem stability. It identifies arid regions as hotspots for this coupling and highlights temperature stability as a vital safeguard for maintaining ecosystem balance across our warming planet.
Zexin Meng +18 more
wiley +1 more source
Covid-19: statutory means of scrutinizing workers' deaths and disease. [PDF]
Occup Med (Lond), 2020 Agius RM.
europepmc +1 more source
Advanced Science, EarlyView.Itch‐induced tick removal (IITR): An acquired neuroimmune mechanism, itch‐induced tick removal, develops after repeated tick exposure, mobilizing T cells and macrophages at the tick bite site to trigger a rapid scratching response that facilitates timely tick removal within a critical window that precedes the transmission of many tick‐borne pathogens ...
Johannes S. P. Doehl +27 more
wiley +1 more source
Multiagency programs with police as a partner for reducing radicalisation to violence. [PDF]
Campbell Syst Rev, 2021 Mazerolle L +4 more
europepmc +1 more source
Triennial Review of the Health and Safety Executive. Submission to the Department for Work and Pensions [PDF]
, 2013 In this response we have chosen not to address the guided questions specifically, but rather to respond to the general coverage of the document, not least that set out at Annex E, “Background to the Health and Safety Executive”, where it is stated that:
Tombs, Steve, Whyte, David
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Delivery of Pleckstrin‐Homology Domains Suppresses PI3K/Akt Signaling and Breast Cancer Metastasis
Advanced Science, EarlyView.Current therapies curb tumor growth but not metastasis. Obscurin, a giant metastasis suppressor lost in breast cancer, restrains PI3K/Akt signaling but is impractical to restore. We deploy a mini‐obscurin, comprising the obscurin‐PH‐domain, which sequesters PI3K‐p85, potently suppressing invasion and metastasis.
Matthew Eason +12 more
wiley +1 more source
Responding to Gender-based Violence in Scotland: The Scope of the Gender Equality Duty to Drive Cultural and Practical Change [PDF]
, 2010 This piece of research has its roots in well-established policy debates in Scotland. Following the passage of the Criminal Justice (Scotland) Act 2003, which introduced a new statutory aggravation for crimes motivated by religious prejudice, the then ...
Burman, M. +3 more
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