Uncovering precision phenotype-biomarker associations in traumatic brain injury using topological data analysis

Keyphrases

• Acute Traumatic Brain Injury 12%
• Anatomical Mechanism 12%
• Applied Topology 12%
• Cellular Stress Response 12%
• Clinical Knowledge 12%
• Clinical Outcomes 12%
• Clinical Signs 12%
• Clinical Symptoms 12%
• Clinical Trials 12%
• Common Data Elements 12%
• Complex Disorders 12%
• Data Analysis Algorithm 12%
• Data-driven Discovery 12%
• Diagnosis-related Groups 12%
• Diverse Data 12%
• DNA Damage 12%
• Dopamine D2 Receptor (DRD2) 12%
• Genetic Outcome 12%
• Genetic Polymorphism 25%
• Imaging Biomarkers 12%
• Imaging Genetics 12%
• Imaging Results 12%
• Injury Diagnosis 12%
• Machine Learning System 12%
• Machine Learning Techniques 12%
• Mild Traumatic Brain Injury (mTBI) 25%
• Molecular Biomarkers 12%
• Molecular Mechanism 12%
• Multidimensional Space 12%
• Multivariate Phenotypes 12%
• PARP Inhibitors (PARPi) 12%
• Patient Outcomes 25%
• Patient Stratification 25%
• Patient Treatment 12%
• Patient-centered 12%
• Posttraumatic Stress Disorder 12%
• Precision Medicine 12%
• Statistical Test 12%
• Stress Damage 12%
• Striatal Dopamine 12%
• Topological Data Analysis 100%
• Topological Methods 12%
• Traumatic Brain Injury 100%
• Traumatic Brain Injury Patients 50%
• Treatment Planning 12%
• Unfavorable Outcome 25%
• Unmet 12%

Biochemistry, Genetics and Molecular Biology

• ANKK1 50%
• Cellular Stress Response 50%
• Clinical Trial 50%
• Common Data Elements 50%
• DNA Damage 50%
• Dopamine 50%
• Genetic Polymorphism 100%
• Imaging Genetics 50%
• Molecular Mechanism 50%
• PARP1 50%
• Statistical Test 50%

Neuroscience

• ANKK1 7%
• Biological Marker 100%
• Cellular Stress Response 7%
• DNA Damage 7%
• Dopamine 7%
• Genetic Polymorphism 15%
• Genetics 7%
• Neurotrauma 100%
• Personalized Medicine 7%
• Posttraumatic Stress Disorder 7%
• Precision Medicine 7%
• Traumatic Brain Injury 100%