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List of works by Guillermo A. Cecchi

24.2 NATURAL LANGUAGE PROCESSING STUDIES OF PSYCHOSIS AND ITS RISK STATES

26.4 LANGUAGE DISTURBANCE AS A PREDICTOR OF PSYCHOSIS ONSET IN YOUTH AT ENHANCED CLINICAL RISK.

scientific article

A cluster overlap measure for comparison of activations in fMRI studies

scientific article published on 01 January 2009

A theory of loop formation and elimination by spike timing-dependent plasticity

scientific article published on 10 March 2010

A window into the intoxicated mind? Speech as an index of psychoactive drug effects

scientific article

An entropic barriers diffusion theory of decision-making in multiple alternative tasks

scientific article published on 2 March 2018

Analyzing acoustic and prosodic fluctuations in free speech to predict psychosis onset in high-risk youths

scientific article published on 01 July 2020

Analyzing progression of motor and speech impairment in ALS

scientific article published on 01 July 2019

Answer ALS, a large-scale resource for sporadic and familial ALS combining clinical and multi-omics data from induced pluripotent cell lines

scientific article published on 03 February 2022

Author Correction: Single-trial classification of awareness state during anesthesia by measuring critical dynamics of global brain activity

scientific article published on 04 December 2019

Automated Speech Analysis for Psychosis Evaluation

Automated analysis of free speech predicts psychosis onset in high-risk youths

scientific article

Baseline multimodal information predicts future motor impairment in premanifest Huntington's disease.

scientific article

Brain and psychological determinants of placebo pill response in chronic pain patients

scientific article published in Nature Communications

ChatGPT and Bard exhibit spontaneous citation fabrication during psychiatry literature search

scientific article published in 2023

Computational Approaches to Behavior Analysis in Psychiatry

scientific article published in January 2018

Detecting at-risk mental states for psychosis (ARMS) using machine learning ensembles and facial features

scientific article published in 2023

Detection of Amyotrophic Lateral Sclerosis (ALS) via Acoustic Analysis

Detection of acute 3,4-methylenedioxymethamphetamine (MDMA) effects across protocols using automated natural language processing

scientific article published on 24 January 2020

Differential 28-Days Cyclic Modulation of Affective Intensity in Female and Male Participants via Social Media

scholarly article by Lucila Gallino et al published 2019 in Frontiers in Integrative Neuroscience

Discriminative Network Models of Schizophrenia ⬇️

scientific article published in January 2009

Dreaming during the Covid-19 pandemic: Computational assessment of dream reports reveals mental suffering associated with negative feelings and contagion fear

scientific article published on 22 May 2020

Dreaming during the Covid-19 pandemic: Computational assessment of dream reports reveals mental suffering related to fear of contagion

scientific article published on 30 November 2020

Dynamical criticality during induction of anesthesia in human ECoG recordings.

scientific article published on 25 March 2014

Editorial: Towards an integrated approach to measurement, analysis and modeling of cortical networks

scientific article

Emergence of Language Related to Self-experience and Agency in Autobiographical Narratives of Individuals With Schizophrenia

scientific article published in 2022

Emotional Intensity analysis in Bipolar subjects ⬇️

scholarly article from 'arXiv:1606.02231 [cs, stat]' published in 2016

Exploring language and cognition in schizophrenia: Insights from computational analysis

scientific article published in 2023

Fast Distributed Dynamics of Semantic Networks via Social Media

scientific article published on 17 May 2015

Full-brain auto-regressive modeling (FARM) using fMRI ⬇️

scientific article published on March 22, 2011

Functional Network Disruptions in Schizophrenia

scientific article published on January 2017

Global organization of the Wordnet lexicon

scientific article

High performance computing environment for multidimensional image analysis

scientific article

How language flows when movements don't: An automated analysis of spontaneous discourse in Parkinson's disease

scientific article published on 05 August 2016

Identifying directed links in large scale functional networks: application to brain fMRI.

scientific article

Identifying signals associated with psychiatric illness utilizing language and images posted to Facebook

scientific article published on 03 December 2020

Improved mapping of information distribution across the cortical surface with the support vector machine

scientific article published on 30 January 2008

Increased Metaphor Production in Open-Ended Speech Samples of Patients With Prodromal and Developed Schizophrenia Detected with NLP

scientific article published in 2022

Language as a biomarker for psychosis: A natural language processing approach

scientific article published on 01 June 2020

Learning stable and predictive network-based patterns of schizophrenia and its clinical symptoms

scientific article published on 16 May 2017

Loss of Consciousness Is Associated with Stabilization of Cortical Activity

scientific article

Loss of nucleus accumbens low-frequency fluctuations is a signature of chronic pain

scientific article published on 20 April 2020

Negative symptoms and speech pauses in youths at clinical high risk for psychosis

scientific article published on 22 January 2021

Network-Related Challenges and Insights from Neuroscience

Noise-driven causal inference in biomolecular networks

scientific article published on June 2015

O2.3. AUTOMATED ANALYSIS OF RECENT-ONSET AND PRODROMAL SCHIZOPHRENIA.

scientific article

O9.2. IDENTIFYING PSYCHOTIC SYMPTOMS AND PREDICTING RELAPSE THROUGH SOCIAL MEDIA.

scientific article

Ordered cyclic motifs contribute to dynamic stability in biological and engineered networks

scholarly article

Perceptual basis of evolving Western musical styles

scientific article

Predicting human olfactory perception from chemical features of odor molecules

scientific article published on 20 February 2017

Predicting natural language descriptions of mono-molecular odorants

scientific article published in Nature Communications

Prediction and interpretation of distributed neural activity with sparse models

scientific article published on 27 August 2008

Prediction of psychosis across protocols and risk cohorts using automated language analysis

scientific article published in February 2018

Predictive dynamics of human pain perception

scientific article

Reorganization of brain connectivity in obesity

scientific article published on 16 November 2016

Response time distributions in rapid chess: a large-scale decision making experiment ⬇️

scientific article published on October 7, 2010

Resting-state connectivity stratifies premanifest Huntington's disease by longitudinal cognitive decline rate

scientific article published on 27 January 2020

S19. ANALYZING NEGATIVE SYMPTOMS AND LANGUAGE IN YOUTHS AT RISK FOR PSYCHOSIS USING AUTOMATED LANGUAGE ANALYSIS

SPEECH MARKERS FOR CLINICAL ASSESSMENT OF COCAINE USERS

scientific article published on 17 April 2019

Scale-Free Brain Functional Networks

scientific article

Schizophrenia as a network disease: disruption of emergent brain function in patients with auditory hallucinations

scientific article

Seeing with the eyes shut: neural basis of enhanced imagery following Ayahuasca ingestion

scientific article published on 16 September 2011

Self-Regulated Dynamical Criticality in Human ECoG.

scientific article published on 19 July 2012

Self-tuned critical anti-Hebbian networks

scientific article published on 22 June 2009

Single-trial classification of awareness state during anesthesia by measuring critical dynamics of global brain activity

scientific article published on 20 March 2019

Spatial localization of the first and last enzymes effectively connects active metabolic pathways in bacteria

scientific article

Speech graphs provide a quantitative measure of thought disorder in psychosis

scientific article published in 2012

Standardized Testing Demonstrates Altered Odor Detection Sensitivity and Hedonics in Asymptomatic College Students as SARS-CoV-2 Emerged Locally

scientific article published on 19 June 2020

Statistics of natural scenes and cortical color processing

scientific article published on September 2010

The History of Writing Reflects the Effects of Education on Discourse Structure: Implications for Literacy, Orality, Psychosis and the Axial Age ⬇️

scholarly article from 'Trends in Neuroscience and Education' published in 2020

The geometry of expertise

scientific article published on 4 February 2014

The maturation of speech structure in psychosis is resistant to formal education

scientific article published on 07 December 2018

The music of morality and logic

scientific article

The ontogeny of discourse structure mimics the development of literature ⬇️

scholarly article from 'arXiv:1612.09268 [physics, q-bio]' published in 2016

Unsupervised segmentation with dynamical units

scientific article published in January 2008

Using Language Processing and Speech Analysis for the Identification of Psychosis and Other Disorders

scientific article published on 14 June 2020

When the Optimal Is Not the Best: Parameter Estimation in Complex Biological Models ⬇️

scientific article published on October 25, 2010

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