Artificial intelligence (AI) is increasingly used across the diagnostic pathway, from screening and disease detection to differential diagnosis, prognostic stratification, and treatment-response assessment. This narrative review examines predictive, generative, multi-modal, and agentic AI through a diagnostic-science l...
: Electroencephalography (EEG) emotion recognition attempts to infer affective state from brain activity. This work proposes multichannel Binary Transition Pattern (mBTP), a BP-derived descriptor that converts center-to-neighbor vector differences into ordered channel transitions and transition-table features. We also...
Abdullahi Abba Abdullahi, Suat Tas, Dahiru Tanko et al.· Computer Modeling in Enginee...· 0 citations
Background: EEG responses to violence-related visual stimuli are relevant to neuroscience and digital forensics. Yet most EEG classification models emphasize predictive performance and provide limited evidence about the signal patterns that support each decision.Method: In this research, Tensor Pattern (TensorPat) was...
Suat Tas, Dahiru Tanko, Mehmet Veysel Gun et al.· Technology and Health Care· 0 citations
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