The links below are to publications on PubMed referring to PRoNTo – Pattern Recognition for Neuroimaging Toolbox. This list is gathered weekly from PubMed automatically and was last updated on December 17, 2025.

Publication/References
Neural representations of transitive relations predict current and future math calculation skills in children.
Description: Schwartz, Flora, et al. Neural representations of transitive relations predict current and future math calculation skills in children. ''Neuropsychologia''. 2020 Apr; '''141''': 107410
Predicting differential diagnosis between bipolar and unipolar depression with multiple kernel learning on multimodal structural neuroimaging.
Description: Vai, Benedetta, et al. Predicting differential diagnosis between bipolar and unipolar depression with multiple kernel learning on multimodal structural neuroimaging. ''Eur Neuropsychopharmacol''. 2020 May; '''34''': 28-38
Distinct neural substrates underlying target facilitation and distractor suppression: A combined voxel-based morphometry and resting-state functional connectivity study.
Description: Xie, Ke, et al. Distinct neural substrates underlying target facilitation and distractor suppression: A combined voxel-based morphometry and resting-state functional connectivity study. ''Neuroimage''. 2020 Nov 1; '''221''': 117149
Multimodal magnetic resonance imaging correlates of motor outcome after stroke using machine learning.
Description: Yang, Hea Eun, et al. Multimodal magnetic resonance imaging correlates of motor outcome after stroke using machine learning. ''Neurosci Lett''. 2021 Jan 10; '''741''': 135451
Identification of specific neural circuit underlying the key cognitive deficit of remitted late-onset depression: A multi-modal MRI and machine learning study.
Description: Wang, Zan, et al. Identification of specific neural circuit underlying the key cognitive deficit of remitted late-onset depression: A multi-modal MRI and machine learning study. ''Prog Neuropsychopharmacol Biol Psychiatry''. 2021 Jun 8; '''108''': 110192
Cross-validation and permutations in MVPA: Validity of permutation strategies and power of cross-validation schemes.
Description: Valente, Giancarlo, et al. Cross-validation and permutations in MVPA: Validity of permutation strategies and power of cross-validation schemes. ''Neuroimage''. 2021 Sep; '''238''': 118145
rsHRF: A toolbox for resting-state HRF estimation and deconvolution.
Description: Wu, Guo-Rong, et al. rsHRF: A toolbox for resting-state HRF estimation and deconvolution. ''Neuroimage''. 2021 Dec 1; '''244''': 118591
Brain oscillatory correlates of visuomotor adaptive learning.
Description: Struber, Lucas, et al. Brain oscillatory correlates of visuomotor adaptive learning. ''Neuroimage''. 2021 Dec 15; '''245''': 118645
Combined multivariate pattern analysis with frequency-dependent intrinsic brain activity to identify essential tremor.
Description: Zhang, Xiaoyu, et al. Combined multivariate pattern analysis with frequency-dependent intrinsic brain activity to identify essential tremor. ''Neurosci Lett''. 2022 Apr 17; '''776''': 136566
Clinical readiness for essential maternal and child health services in Kenya: A cross-sectional survey.
Description: Hagey, Jill M, et al. Clinical readiness for essential maternal and child health services in Kenya: A cross-sectional survey. ''PLOS Glob Public Health''. 2023; '''3''' (12):e0002695
Cost analysis of an intrapartum quality improvement package for improving preterm survival and reinforcing best practices in Kenya and Uganda.
Description: Smith Hughes, Carolyn, et al. Cost analysis of an intrapartum quality improvement package for improving preterm survival and reinforcing best practices in Kenya and Uganda. ''PLoS One''. 2023; '''18''' (6):e0287309
Multivariate prediction of long COVID headache in adolescents using gray matter structural MRI features.
Description: Kim, Minhoe, et al. Multivariate prediction of long COVID headache in adolescents using gray matter structural MRI features. ''Front Hum Neurosci''. 2023; '''17''': 1202103
Simulation and team training to improve preterm birth knowledge, evidence-based practices, and communication skills in midwives in Kenya and Uganda: Findings from a pre- and post-intervention analysis.
Description: Miller, Lara, et al. Simulation and team training to improve preterm birth knowledge, evidence-based practices, and communication skills in midwives in Kenya and Uganda: Findings from a pre- and post-intervention analysis. ''PLOS Glob Public Health''. 2023; '''3''' (6):e0001695
A simulation and experiential learning intervention for labor and delivery providers to address HIV stigma during childbirth in Tanzania: Study protocol for the evaluation of the MAMA intervention.
Description: Watt, Melissa H, et al. A simulation and experiential learning intervention for labor and delivery providers to address HIV stigma during childbirth in Tanzania: Study protocol for the evaluation of the MAMA intervention. ''Res Sq''. 2023 Jan 30;
'The Last Shot'-the shared and distinct brain regions involved in processing unexpectedness of success and failure in the context of social cooperation.
Description: Li, Peng, et al. 'The Last Shot'-the shared and distinct brain regions involved in processing unexpectedness of success and failure in the context of social cooperation. ''Soc Cogn Affect Neurosci''. 2023 Feb 23; '''18''' (1):
Metabolic and ruck performance effects of a novel, light-weight, energy-dense ketogenic bar.
Description: Buga, Alex, et al. Metabolic and ruck performance effects of a novel, light-weight, energy-dense ketogenic bar. ''Exp Physiol''. 2023 May; '''108''' (5):715-727
Vital sign assessment and nursing interventions in medical and surgical patients with rapid response system triggers.
Description: Considine, Julie, et al. Vital sign assessment and nursing interventions in medical and surgical patients with rapid response system triggers. ''J Clin Nurs''. 2023 Oct; '''32''' (19-20):7310-7320
Multimodal Investigation of Deep Gray Matter Nucleus in Patients with Multiple Sclerosis and Their Clinical Correlations: A Multivariate Pattern Analysis Study.
Description: Yin, Feiyue, et al. Multimodal Investigation of Deep Gray Matter Nucleus in Patients with Multiple Sclerosis and Their Clinical Correlations: A Multivariate Pattern Analysis Study. ''J Pers Med''. 2023 Oct 12; '''13''' (10):
Borderline shades: Morphometric features predict borderline personality traits but not histrionic traits.
Description: Langerbeck, Miriam, et al. Borderline shades: Morphometric features predict borderline personality traits but not histrionic traits. ''Neuroimage Clin''. 2023 Oct 14; '''40''': 103530
Progressive reduction in basal ganglia explains and predicts cerebral structural alteration in type 2 diabetes.
Description: Choi, Kyu Sung, et al. Progressive reduction in basal ganglia explains and predicts cerebral structural alteration in type 2 diabetes. ''J Cereb Blood Flow Metab''. 2023 Dec; '''43''' (12):2096-2104
Caring for providers to improve patient experience (CPIPE): intervention development process.
Description: Afulani, Patience A, et al. Caring for providers to improve patient experience (CPIPE): intervention development process. ''Glob Health Action''. 2023 Dec 31; '''16''' (1):2147289
Aberrant Neurovascular Coupling in Diabetic Retinopathy Using Arterial Spin Labeling (ASL) and Functional Magnetic Resonance Imaging (fMRI) methods.
Description: Zhong, Yu-Lin, et al. Aberrant Neurovascular Coupling in Diabetic Retinopathy Using Arterial Spin Labeling (ASL) and Functional Magnetic Resonance Imaging (fMRI) methods. ''Diabetes Metab Syndr Obes''. 2024; '''17''': 2809-2822
Impaired interhemispheric synchrony in patients with iridocyclitis and classification using machine learning: an fMRI study.
Description: Tong, Yan, et al. Impaired interhemispheric synchrony in patients with iridocyclitis and classification using machine learning: an fMRI study. ''Front Immunol''. 2024; '''15''': 1474988
Machine Learning Analysis Classifies Patients with Primary Angle-Closure Glaucoma Using Abnormal Brain White Matter Function.
Description: Tang, Qiu-Yu, et al. Machine Learning Analysis Classifies Patients with Primary Angle-Closure Glaucoma Using Abnormal Brain White Matter Function. ''Clin Ophthalmol''. 2024; '''18''': 659-670
Ranibizumab Modifies the Expression of Metalloproteinases and Their Tissue Inhibitors in Peripheral Blood Mononuclear Cells in Patients with Exudative Age-Related Macular Degeneration.
Description: Strzalka-Mrozik, Barbara, et al. Ranibizumab Modifies the Expression of Metalloproteinases and Their Tissue Inhibitors in Peripheral Blood Mononuclear Cells in Patients with Exudative Age-Related Macular Degeneration. ''J Clin Med''. 2024 Jan 4; '''13''' (1):
Surveillance Outcome and Genetic Findings in Individuals at High Risk of Pancreatic Cancer.
Description: Rosner, Guy, et al. Surveillance Outcome and Genetic Findings in Individuals at High Risk of Pancreatic Cancer. ''Clin Transl Gastroenterol''. 2024 Feb 1; '''15''' (2):e00668
Time-sensitive changes in the maternal brain and their influence on mother-child attachment.
Description: Nehls, Susanne, et al. Time-sensitive changes in the maternal brain and their influence on mother-child attachment. ''Transl Psychiatry''. 2024 Feb 9; '''14''' (1):84
Effects of functional polymorphisms of opioid receptor mu 1 and catechol-O-methyltransferase on the neural processing of pain.
Description: Cheong, Yongjeon, et al. Effects of functional polymorphisms of opioid receptor mu 1 and catechol-O-methyltransferase on the neural processing of pain. ''Psychiatry Clin Neurosci''. 2024 May; '''78''' (5):300-308
Stimulating prefrontal cortex facilitates training transfer by increasing representational overlap.
Description: Wards, Yohan, et al. Stimulating prefrontal cortex facilitates training transfer by increasing representational overlap. ''Cereb Cortex''. 2024 May 2; '''34''' (5):
Structural parameters are superior to eigenvector centrality in detecting progressive supranuclear palsy with machine learning & multimodal MRI.
Description: Albrecht, Franziska, et al. Structural parameters are superior to eigenvector centrality in detecting progressive supranuclear palsy with machine learning & multimodal MRI. ''Heliyon''. 2024 Aug 15; '''10''' (15):e34910
The genetic landscape of Lynch syndrome in the Israeli population.
Description: Abu Shtaya, Aasem, et al. The genetic landscape of Lynch syndrome in the Israeli population. ''Fam Cancer''. 2024 Nov 15; '''24''' (1):6
Long term impacts of early social environment on chimpanzee white matter.
Description: Mulholland, Michele M, et al. Long term impacts of early social environment on chimpanzee white matter. ''Sci Rep''. 2024 Dec 2; '''14''' (1):29879
Assessment of ComBat Harmonization Performance on Structural Magnetic Resonance Imaging Measurements.
Description: Tassi, Emma, et al. Assessment of ComBat Harmonization Performance on Structural Magnetic Resonance Imaging Measurements. ''Hum Brain Mapp''. 2024 Dec 15; '''45''' (18):e70085
Biomarkers of Suicidal Ideation in Depression: Insights From VMHC Analysis and Machine Learning.
Description: Wang, Xinlin, et al. Biomarkers of Suicidal Ideation in Depression: Insights From VMHC Analysis and Machine Learning. ''Neuropsychiatr Dis Treat''. 2025; '''21''': 855-865
Connectome-based prediction of future episodic memory performance for individual amnestic mild cognitive impairment patients.
Description: Zhang, Zhengsheng, et al. Connectome-based prediction of future episodic memory performance for individual amnestic mild cognitive impairment patients. ''Brain Commun''. 2025; '''7''' (1):fcaf033
DMN network and neurocognitive changes associated with dissociative symptoms in major depressive disorder: a research protocol.
Description: Ercan Dogan, Asli, et al. DMN network and neurocognitive changes associated with dissociative symptoms in major depressive disorder: a research protocol. ''Front Psychiatry''. 2025; '''16''': 1516920
Neural correlates of foreign speech imitation: The effects of age and music.
Description: Yan, Xiaohui, et al. Neural correlates of foreign speech imitation: The effects of age and music. ''Imaging Neurosci (Camb)''. 2025; '''3''':
Predicting brain age for veterans with traumatic brain injuries and healthy controls: an exploratory analysis.
Description: Coetzee, John P, et al. Predicting brain age for veterans with traumatic brain injuries and healthy controls: an exploratory analysis. ''Front Aging Neurosci''. 2025; '''17''': 1472207
The differential orbitofrontal activity and connectivity between atypical and typical major depressive disorder.
Description: Guo, Zhi-Peng, et al. The differential orbitofrontal activity and connectivity between atypical and typical major depressive disorder. ''Neuroimage Clin''. 2025; '''45''': 103717
Fossils improve extinction-rate estimates under state-dependent diversification models.
Description: do Rosario Petrucci, Bruno, et al. Fossils improve extinction-rate estimates under state-dependent diversification models. ''Philos Trans R Soc Lond B Biol Sci''. 2025 Feb 13; '''380''' (1919):20230313
Gray Matter Differences in Adolescent Psychiatric Inpatients: A Machine Learning Study of Bipolar Disorder and Other Psychopathologies.
Description: Rozovsky, Renata, et al. Gray Matter Differences in Adolescent Psychiatric Inpatients: A Machine Learning Study of Bipolar Disorder and Other Psychopathologies. ''Brain Behav''. 2025 Jun; '''15''' (6):e70589
Impaired degree centrality and effective connectivity contributed to deficits in cognition and depression in patients with temporal lobe epilepsy.
Description: Qin, Bailing, et al. Impaired degree centrality and effective connectivity contributed to deficits in cognition and depression in patients with temporal lobe epilepsy. ''Sci Rep''. 2025 Jul 1; '''15''' (1):20466
Resilience and Brain Changes in Long-Term Ayahuasca Users: Insights From Psychometric and fMRI Pattern Recognition.
Description: Ramos, Lucas Rego, et al. Resilience and Brain Changes in Long-Term Ayahuasca Users: Insights From Psychometric and fMRI Pattern Recognition. ''J Magn Reson Imaging''. 2025 Dec; '''62''' (6):1782-1790