Functional Connectivity Biomarker Extraction for Schizophrenia Based on Energy Landscape Machine Learning Techniques

Functional Connectivity Biomarker Extraction for Schizophrenia Based on Energy Landscape Machine Learning Techniques

Brain connectivity represents the functional organization of the brain, which is an important indicator for evaluating neuropsychiatric disorders and treatment effects. Schizophrenia is associated with impaired functional connectivity but characterizing the complex abnormality patterns has been chal...

Full description

Saved in:

Bibliographic Details
Main Authors:	Janerra D. Allen, Sravani Varanasi, Fei Han, L. Elliot Hong, Fow-Sen Choa
Format:	Article
Language:	English
Published:	MDPI AG 2024-12-01
Series:	Sensors
Subjects:	energy landscape fMRI functional connectivity biomarker schizophrenia
Online Access:	https://www.mdpi.com/1424-8220/24/23/7742
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Early alterations of thalami- and hippocampi-cortical functional connectivity as biomarkers of seizures after traumatic brain injury
by: Marina Weiler, et al.
Published: (2024-09-01)

Altered Hemispheric Asymmetry of Functional Hierarchy in Schizophrenia
by: Yi Zhen, et al.
Published: (2025-03-01)

Brain functional connectivity after Stroop task induced cognitive fatigue
by: Jilin Wu, et al.
Published: (2025-07-01)

How to measure functional connectivity using resting-state fMRI? A comprehensive empirical exploration of different connectivity metrics
by: Lukas Roell, et al.
Published: (2025-05-01)

Effect of acupuncture treatment for patients with knee osteoarthritis on brain fluctuation amplitude and functional connectivity: a randomized three-armed fMRI study
by: Xiao-Ya Wei, et al.
Published: (2025-07-01)

Brainwide Analysis of Functional Connectivity Patterns in Specific Phobia and Its Treatment
by: Markus Muehlhan, et al.
Published: (2025-11-01)

Altered resting-state cerebellar-cerebral functional connectivity in patients with end-stage renal disease
by: Jie Fang, et al.
Published: (2023-12-01)

Social inference brain networks in autistic adults during movie-viewing: functional specialization and heterogeneity
by: Jasmin M. Turner, et al.
Published: (2025-08-01)

Functional and Structural Differences of Brain in Patients With Vestibular Migraine: A Resting‐State Functional MRI and DTI Study
by: Ni Liu, et al.
Published: (2025-06-01)

The altered hypothalamic network functional connectivity in diminished ovarian reserve and regulation effect of acupuncture: a randomized controlled neuroimaging study protocol
by: Gao Feng, et al.
Published: (2025-08-01)

Multimodal brain network analysis reveals divergent dysconnectivity patterns during mental fatigue: A concurrent EEG-fMRI study
by: Kuijun Wu, et al.
Published: (2025-10-01)

Variations of Aberrant Volume, Activity, and Network Connectivity of Hippocampus in Adolescent Male Rats Exposed to Juvenile Stress
by: Aoling Cai, et al.
Published: (2025-03-01)

What influence do face masks have on reading emotions in faces?
by: R. Kleiser, et al.
Published: (2022-12-01)

Healing through faith: Meeting a chaplain coupled with biblical readings could produce lymphocyte changes that correlate with brain activity (HEALING study) [version 5; peer review: 1 approved, 2 approved with reservations, 1 not approved]
by: András Béres, et al.
Published: (2024-10-01)

Glans penis electric stimulation modulates cerebral activity and functional connectivity in lifelong premature ejaculation revealed by functional MRI
by: Yijun Bai, et al.
Published: (2025-07-01)

Brain Network Alterations in Chronic Spinal Cord Injury: Multilayer Community Detection Approach
by: Farzad V. Farahani, et al.
Published: (2024-11-01)

Resting-state functional connectivity changes following audio-tactile speech training
by: Katarzyna Cieśla, et al.
Published: (2025-04-01)

Mesoscale functional connectivity of amygdala to the auditory and prefrontal cortex of macaque monkeys revealed by INS-fMRI
by: Qianbing Li, et al.
Published: (2025-09-01)

Neuroethical issues in adopting brain imaging for personalized chronic pain management: Attitudes of people with lived experience of chronic pain
by: Karen Deborah Davis, et al.
Published: (2024-05-01)

Domain-specific neural substrates underlie the framing effect
by: Sai Sun, et al.
Published: (2022-12-01)

Behavioural and neural effects of eccentricity and visual field during covert visuospatial attention
by: Tianlu Wang, et al.
Published: (2021-09-01)

An fMRI study of crossmodal emotional congruency and the role of semantic content in the aesthetic appreciation of naturalistic art
by: Funda Yilmaz, et al.
Published: (2025-07-01)

A Meta-Analysis of Task-Based fMRI Studies on Alcohol Use Disorder
by: Maxime Roberge, et al.
Published: (2025-06-01)

Review study of alteration functional activities and networks in ulcerative colitis using resting-state fMRI
by: Ali S. Alyami
Published: (2025-08-01)

Co-Community Network Analysis Reveals Alterations in Brain Networks in Alzheimer’s Disease
by: Xiaodong Wang, et al.
Published: (2025-05-01)

Mapping the Olfactory Brain: A Systematic Review of Structural and Functional Magnetic Resonance Imaging Changes Following COVID-19 Smell Loss
by: Hanani Abdul Manan, et al.
Published: (2025-06-01)

Altered brain dynamics in chronic neck and shoulder pain revealed by hidden Markov model
by: Zhiqiang Qiu, et al.
Published: (2025-05-01)

Resting‐state functional connectivity changes with microburst vagus nerve stimulation therapy
by: Jane B. Allendorfer, et al.
Published: (2025-08-01)

Corticolimbic Structural Deficits in Violent Patients with Schizophrenia
by: Maria Athanassiou, et al.
Published: (2025-02-01)

Eveningness and distinctness of the circadian rhythm in men are related to altered neural responses to gain and loss
by: Patrycja Scislewska, et al.
Published: (2025-07-01)

Neural substrates associated with irrelevant information suppression in problem-solving: an fMRI study of the Remote Associates Test
by: Reiji Ohkuma, et al.
Published: (2025-08-01)

Longitudinal study of socio-emotional cognitive processing in individuals with anorexia nervosa and the impact of autistic characteristics on neural processing
by: Daniel Halls, et al.
Published: (2025-06-01)

Hyperammonemia heightens anesthetic sensitivity in male rats with acute hepatic encephalopathy via affecting brain areas represented by the cerebellum
by: Sa Wang, et al.
Published: (2025-07-01)

Exploration of Epigenetic Mechanisms and Biomarkers Among Patients with Very-Late-Onset Schizophrenia-Like Psychosis
by: Gan Y, et al.
Published: (2025-04-01)

Connecting dreams with visual brainstorming instruction
by: Yasheng Sun, et al.
Published: (2025-07-01)

Multifactorial, biomarker-based model for assessing the state of patients with schizophrenia
by: E. G. Cheremnykh, et al.
Published: (2024-04-01)

Abnormalities in rich-club connections are associated with an exacerbation of genetic susceptibility to schizophrenia
by: Yang Li, et al.
Published: (2024-12-01)

Neurochemical and molecular characteristics of altered brain functional activity in the anti-NMDAR encephalitis
by: Xiarong Gong, et al.
Published: (2025-10-01)

A sensation driven functional MRI study on brain activation during bladder filling in healthy participants
by: Anugrah D. Santoso, et al.
Published: (2025-07-01)

Cognitive control states and traits modulate lexical competition during word production
by: Sifan Zhang, et al.
Published: (2025-07-01)