ImmUQBench: a benchmark on uncertainty quantification of protein immunogenicity prediction. [PDF]
Oxf Open ImmunolQayyum ABA, Rahmati AH, Qian X, Yoon BJ.
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Linking Electronic Health Records for Multiple Sclerosis Research: Comparative Study of Deterministic, Probabilistic, and Machine Learning Linkage Methods. [PDF]
JMIR Med InformAlmadani O, Albogami Y, Alrwisan A.
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Linking patient records at scale with a hybrid approach combining contrastive learning and deterministic rules. [PDF]
Biol Methods ProtocCao C +3 more
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Reliable uncertainty estimates in deep learning with efficient Metropolis-Hastings algorithms. [PDF]
Nat CommunSchmal M, Mäder P.
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Multistability, Chaos, and Control in the Deterministic and Stochastic Dynamics of Noise-Driven Nonlinear Oscillators. [PDF]
Entropy (Basel)Jhangeer A, Abdelkader A.
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Risk sensitive twin distributional critics with a lambda lower confidence bound for continuous control reinforcement learning. [PDF]
Sci RepOsman O +4 more
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A probabilistic framework for effective battery energy storage sizing in microgrids with demand response. [PDF]
Sci RepAlamir N +4 more
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Regulation of clinical Artificial Intelligence (AI) in the Age of Agents: Unconfined Non-Deterministic Clinical Software (UNDCS) systems for healthcare. [PDF]
NPJ Digit MedTan C +6 more
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Physiological Noise in Cardiorespiratory Time-Varying Interactions. [PDF]
Entropy (Basel)Lukarski D, Stavrov D, Stankovski T.
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Probabilistic calculation formula for the compressive strength of ultra-high-performance concrete with coarse aggregate based on feature engineering and genetic programming. [PDF]
Sci RepGuo R +8 more
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