Machine learning–based prediction of clinical pain using multimodal neuroimaging and autonomic metrics

Jeungchan Lee, Ishtiaq Mawla, Jieun Kim, +14

Pain

Machine LearningPain MedicineDiagnosisNeuropathic PainMultimodal Neuroimaging +22

Abnormal medial prefrontal cortex functional connectivity and its association with clinical symptoms in chronic low back pain

Yiheng Tu, Minyoung Jung, Randy L. Gollub, +12

Pain

Pain TherapyClinical SymptomsPain MedicineNeuropathic PainMultivariate Pattern Analysis +21

Visual network alterations in brain functional connectivity in chronic low back pain: A resting state functional connectivity and machine learning study

Wei Shen, Yiheng Tu, Randy L. Gollub, +16

NeuroImage Clinical

Somatotopically specific primary somatosensory connectivity to salience and default mode networks encodes clinical pain

Jieun Kim, Ishtiaq Mawla, Jian Kong, +11

Pain

Pain MedicineAffective NeuroscienceNeuropathic PainSocial SciencesPain Syndrome +15

Identifying brain regions associated with the neuropathology of chronic low back pain: a resting-state amplitude of low-frequency fluctuation study

Binlong Zhang, Minyoung Jung, Yiheng Tu, +15

British Journal of Anaesthesia

Brain RegionsNeurophysiologyPain MedicineNeuroimagingLow-frequency Fluctuation Study +8

Reduced tactile acuity in chronic low back pain is linked with structural neuroplasticity in primary somatosensory cortex and is modulated by acupuncture therapy

Hyungjun Kim, Ishtiaq Mawla, Jeungchan Lee, +13

NeuroImage

Pain TherapyNeuropsychologyPain MedicineNeuropathic PainSocial Sciences +20

Decreased structural connectivity and resting-state brain activity in the lateral occipital cortex is associated with social communication deficits in boys with autism spectrum disorder

Minyoung Jung, Yiheng Tu, Courtney Lang, +5

NeuroImage

Neurodevelopmental DisordersSocial Communication DisorderCognitive ScienceStructural ConnectivitySocial Skills +13

Multivariate resting-state functional connectivity predicts responses to real and sham acupuncture treatment in chronic low back pain

Yiheng Tu, Ana Ortiz, Randy L. Gollub, +13

NeuroImage Clinical

Impaired mesocorticolimbic connectivity underlies increased pain sensitivity in chronic low back pain

Siyi Yu, Wen Li, Wei Shen, +15

NeuroImage

Acupuncture Treatment Modulates the Connectivity of Key Regions of the Descending Pain Modulation and Reward Systems in Patients with Chronic Low Back Pain

Siyi Yu, Ana Ortiz, Randy L. Gollub, +12

Journal of Clinical Medicine

Pain TherapyNeuropsychologyPain MedicineReal AcupunctureReward Systems +20