Validating Explainer Methods: A Functionally Grounded Approach for Numerical Forecasting
ABSTRACT Forecasting systems have a long tradition in providing outputs accompanied by explanations. While the vast majority of such explanations relies on inherently interpretable linear statistical models, research has put forth eXplainable Artificial Intelligence (XAI) methods to improve the comprehensibility of nonlinear machine learning models. As
Felix Haag +2 more
wiley +1 more source
The Role of Intraoperative Neurophysiological Monitoring in Intracranial Cavernous Malformation Surgery: A Narrative Review. [PDF]
Shao M +6 more
europepmc +1 more source
Research progress on the depth of anesthesia monitoring based on the electroencephalogram
Electroencephalogram (EEG) can noninvasive, continuous, and real‐time monitor the state of brain electrical activity, and the monitoring of EEG can reflect changes in the depth of anesthesia (DOA). The development of artificial intelligence can enable anesthesiologists to extract, analyze, and quantify DOA from complex EEG data.
Xiaolan He, Tingting Li, Xiao Wang
wiley +1 more source
Depression Recognition Using Machine Learning Algorithms With Eye Tracking, Visual Evoked Potentials, and Auditory P300 Among Chinese Medical Students. [PDF]
Liu R +11 more
europepmc +1 more source
Current brain‐inspired computing chips require complex additional circuits to operate effectively, making them bulky and inefficient. We have created a single adjustable artificial neuron device made from MoS2 that can dynamically modulate its behavior on demand, eliminating the need for extra circuits and enabling it to process different types of ...
Yanming Liu +10 more
wiley +1 more source
Electrophysiological evaluation of the auditory pathway in newborns and infants with peri-intraventricular hemorrhage and/or periventricular leukomalacia. [PDF]
Angrisani RG +5 more
europepmc +1 more source
ABSTRACT Reservoir‐based irrigation schemes (RBISs) have been developed to minimize the adverse effects of moisture stress and improve the livelihoods of smallholder farmers in semi‐arid regions. However, many RBISs perform below expectations. A multistage expert elicitation approach and an indicator‐based Sustainability Assessment of Food and ...
Gebremeskel Teklay Berhe +4 more
wiley +1 more source
Noise-induced vestibular dysfunction in rats: longitudinal assessment using cVEMP and behavioral testing after low-frequency acoustic trauma. [PDF]
Komur FN +5 more
europepmc +1 more source
ABSTRACT The prevalence of co‐occurring posttraumatic stress disorder (PTSD) and depression poses a noteworthy challenge to optimal development and well‐being among youth characterized by variations in risk associated with biological and environmental variables.
A. Stephen Lenz +1 more
wiley +1 more source

