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Michael Mackinley

3 papers in the library · 49 citations · publishing 2019-2026

Papers

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Reading between the lines: Combining pause dynamics and semantic coherence for automated assessment of thought disorder.

Neuropsychologia July 28, 2026 Feng Chen, Weizhe Xu, Changye Li et al.

Formal thought disorder (FTD), a hallmark of schizophrenia spectrum disorders, manifests as incoherent speech and poses challenges for clinical assessment. Traditional clinical rating scales, though validated, are resource-intensive and lack scalability. Automated speech recognition (ASR) allows for objective quantification of linguistic and temporal features of speech, offering scalable...

Syntactic complexity of spoken language in the diagnosis of schizophrenia: A probabilistic Bayes network model.

Schizophrenia Research September 1, 2023 Angelica M Silva, Roberto Limongi, Michael Mackinley et al. 49 citations

In the clinical linguistics of schizophrenia, syntactic complexity has received much attention. In this study, we address whether syntactic complexity deteriorates within the six months following the first episode of psychosis in those who develop a diagnosis of schizophrenia. We collected data from a cohort of twenty-six first-episode psychosis and 12 healthy control subjects using the Thought...

Glutamate and Dysconnection in the Salience Network: Neurochemical, Effective-connectivity, and Computational Evidence in Schizophrenia

bioRxiv November 2, 2019 Roberto Limongi, P. Jeon, Michael Mackinley et al. preprint

In the dysconnection hypothesis, psychosis is caused by NMDA hypofunction resulting in aberrant network connectivity. Combining a cognitive-control task, functional magnetic resonance spectroscopy, and functional magnetic resonance imaging, we tested this hypothesis in the salience network of 20 first-episode psychosis (FEP) and 20 healthy control (HC) subjects. Across groups, glutamate...