Robust automated computational approach for classifying frontotemporal neurodegeneration: multimodal/multicenter neuroimaging

PA DonnellyKehoe, GO Pascariello… - Alzheimer's & …, 2019 - Wiley Online Library
… neurodegeneration: Multimodal/multicenter neuroimaging - DonnellyKehoe - 2019 -
Alzheimer's & Dementia: … Patricio Andres Donnelly-Kehoe … Patricio Andres Donnelly-Kehoe

Looking for Alzheimer's Disease morphometric signatures using machine learning techniques

PA Donnelly-Kehoe, GO Pascariello, JC Gómez… - Journal of neuroscience …, 2018 - Elsevier
Background We present our results in the International challenge for automated prediction
of MCI from MRI data. We evaluate the performance of MRI-based neuromorphometrics …

[HTML][HTML] Diagnostic performance of MRI volumetry in epilepsy patients with hippocampal sclerosis supported through a random forest automatic classification …

JP Princich, PA Donnelly-Kehoe, A Deleglise… - Frontiers in …, 2021 - frontiersin.org
Introduction: Several methods offer free volumetry services for MR data that adequately
quantify volume differences in the hippocampus and its subregions. These methods are …

[PDF][PDF] Predicting attitudinal and behavioral responses to COVID-19 pandemic using machine learning

…, M Maglić, T Gkinopoulos, PA Donnelly-Kehoe… - PNAS …, 2022 - academic.oup.com
At the beginning of 2020, COVID-19 became a global problem. Despite all the efforts to
emphasize the relevance of preventive measures, not everyone adhered to them. Thus, learning …

Human motor sequence learning drives transient changes in network topology and hippocampal connectivity early during memory consolidation

A Deleglise, PA Donnelly-Kehoe, A Yeffal… - Cerebral …, 2023 - academic.oup.com
In the last decade, the exclusive role of the hippocampus in human declarative learning has
been challenged. Recently, we have shown that gains in performance observed in motor …

[PDF][PDF] Uncovering social-contextual and individual mental health factors associated with violence via computational inference

…, GO Pasciarello, PA Donnelly-Kehoe… - Patterns, 2021 - cell.com
The identification of human violence determinants has sparked multiple questions from different
academic fields. Innovative methodological assessments of the weight and interaction of …

[HTML][HTML] The multi-partner consortium to expand dementia research in Latin America (ReDLat): driving multicentric research and implementation science

…, M Okada de Oliveira, P Donnelly Kehoe… - Frontiers in …, 2021 - frontiersin.org
Dementia is becoming increasingly prevalent in Latin America, contrasting with stable or
declining rates in North America and Europe. This scenario places unprecedented clinical, …

[PDF][PDF] Consistent local dynamics in the brain across sessions are revealed by whole brain modeling of resting state activity

PA Donnelly-Kehoe, VM Saenger, N Lisofsky, S Kühn… - 2017 - pure.mpg.de
… In this work, Patricio Donnelly-Kehoe was supported by a PhD grant from the National
Scientific and Technical Research Council – Argentina (CONICET). Victor M Saenger was …

[HTML][HTML] Modeling regional changes in dynamic stability during sleep and wakefulness

IP Ipiña, PD Kehoe, M Kringelbach, H Laufs, A Ibañez… - NeuroImage, 2020 - Elsevier
Global brain states are frequently placed within a unidimensional continuum by correlational
studies, ranging from states of deep unconsciousness to ordinary wakefulness. An …

Consistent local dynamics in the brain across sessions are revealed by whole brain modeling of resting state activity

PD Kehoe, VM Saenger, N Lisofsky, S Kühn… - bioRxiv, 2017 - biorxiv.org
… In this work, Patricio Donnelly-Kehoe was supported by a PhD grant from the National
Scientific and Technical Research Council - Argentina (CONICET). Victor M Saenger was …