Highlights d AI system that can diagnose COVID-19 pneumonia using CT scans d Prediction of progression to critical illness d Potential to improve performance of junior radiologists to the senior level d Can assist evaluation of drug treatment effects with CT quantification

Open physical systems with balanced loss and gain, described by non-Hermitian parity-time reflection symmetric Hamiltonians, exhibit a transition which could engender modes that exponentially decay or grow with time, and thus spontaneously breaks the -symmetry. Such -symmetry-breaking transitions have attracted many interests because of their extraordinary behaviors and functionalities absent in closed systems. Here we report on the observation of -symmetry-breaking transitions by engineering time-periodic dissipation and coupling, which are realized through state-dependent atom loss in an optical dipole trap of ultracold 6Li atoms. Comparing with a single transition appearing for static dissipation, the time-periodic counterpart undergoes -symmetry breaking and restoring transitions at vanishingly small dissipation strength in both single and multiphoton transition domains, revealing rich phase structures associated to a Floquet open system. The results enable ultracold atoms to be a versatile tool for studying -symmetric quantum systems.

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Highlights d A comprehensive and quantitative map of the mouse cysteine redox proteome in vivo d Redox networks are highly tissue selective and underlie tissue-specific biology d Cysteine thiol redox sensitivity is encoded by local electrostatic gating d Identification of redox-modified protein disease networks that remodel in aged mice