James H. Cole

What is he best known for?

The fields of study he is best known for:

• Internal medicine
• Psychiatry
• Artificial intelligence

James H. Cole mainly investigates Neuroimaging, Ageing, Dementia, Neuroscience and Disease. His research in Neuroimaging intersects with topics in Cognition and Gerontology. James H. Cole focuses mostly in the field of Cognition, narrowing it down to matters related to Comorbidity and, in some cases, Atrophy.

The various areas that he examines in his Ageing study include Predictive modelling, Intraclass correlation, Raw data and Statistical parametric mapping. His Dementia research is multidisciplinary, relying on both White matter, Diffusion MRI and Traumatic brain injury. His biological study spans a wide range of topics, including Biomarker, Affect and Neuropsychiatry.

His most cited work include:

• Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker (309 citations)
• Common and distinct patterns of grey-matter volume alteration in major depression and bipolar disorder: evidence from voxel-based meta-analysis (253 citations)
• Brain age predicts mortality (238 citations)

What are the main themes of his work throughout his whole career to date?

James H. Cole mainly focuses on Neuroimaging, Internal medicine, Cognition, White matter and Neuroscience. His Neuroimaging research incorporates themes from Dementia, Disease, Artificial intelligence, Ageing and Biomarker. His study on Internal medicine also encompasses disciplines like

• Cardiology that connect with fields like Psychiatry,
• Oncology together with Linear model.

His Cognition study combines topics in areas such as Brain size, Audiology, Clinical psychology and Cognitive decline. His studies in White matter integrate themes in fields like Diffusion MRI, Traumatic brain injury and Pathology. His Neuroscience research integrates issues from Huntington's disease and Case-control study.

He most often published in these fields:

• Neuroimaging (44.87%)
• Internal medicine (29.49%)
• Cognition (21.15%)

What were the highlights of his more recent work (between 2019-2021)?

• Neuroimaging (44.87%)
• Dementia (18.59%)
• Artificial intelligence (17.95%)

In recent papers he was focusing on the following fields of study:

His primary scientific interests are in Neuroimaging, Dementia, Artificial intelligence, Internal medicine and Magnetic resonance imaging. His Neuroimaging study integrates concerns from other disciplines, such as Biomarker, Cognition, Cohort and Brain size. His Dementia research incorporates elements of Cognitive psychology and Hippocampus.

As part of the same scientific family, James H. Cole usually focuses on Artificial intelligence, concentrating on Pattern recognition and intersecting with Voxel, Reliability and Multimodal imaging. His Internal medicine research includes elements of Structural brain abnormalities and Lateral ventricles. The Magnetic resonance imaging study combines topics in areas such as Clinical trial, Attention model and Medical imaging.

Between 2019 and 2021, his most popular works were:

• ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries (97 citations)
• Multimodality neuroimaging brain-age in UK biobank: relationship to biomedical, lifestyle, and cognitive factors (33 citations)
• Commentary: Correction procedures in brain-age prediction. (31 citations)

In his most recent research, the most cited papers focused on:

• Internal medicine
• Psychiatry
• Artificial intelligence

James H. Cole focuses on Internal medicine, Atrophy, Magnetic resonance imaging, Clinical trial and Expanded Disability Status Scale. His Internal medicine research is multidisciplinary, incorporating elements of Major depressive disorder and Structural brain abnormalities. James H. Cole has included themes like Schizophrenia, Conduct disorder, Eating disorders, Bipolar disorder and Dissociative identity disorder in his Major depressive disorder study.

His Atrophy study combines topics from a wide range of disciplines, such as Increased risk, Lateral ventricles, Age of onset, Brain aging and Depression. The study incorporates disciplines such as Attention model, Medical imaging and Radiology report in addition to Magnetic resonance imaging. He interconnects Confidence interval, Hazard ratio and Multiple sclerosis, Clinically isolated syndrome in the investigation of issues within Clinical trial.