From Missed Cases to Machine Insight: Evaluating AI for Intracranial Haemorrhage Diagnosis
Discover how intracranial haemorrhage detection can be enhanced with AI: a breakthrough in emergency neuroradiology.
Neurodegenerative disorders are a group of diseases characterized by the progressive loss of neurons, leading to cognitive decline and functional impairment. These diseases, which include Alzheimer’s, Parkinson’s, Huntington’s, and Amyotrophic Lateral Sclerosis (ALS), present a significant public health challenge due to their increasing prevalence and devastating impact on patients and their families.
Medical imaging is crucial in diagnosing, monitoring, and understanding neurodegenerative disorders, allowing physicians and researchers to visualize and assess the brain’s structure and function.
Various imaging modalities are employed to study neurodegenerative disorders, each offering unique insights into the disease process. As previously mentioned, magnetic Resonance Imaging (MRI) is a versatile and powerful tool used to visualize soft tissues in the brain. In addition, structural MRI can detect atrophy or shrinkage of brain regions affected by neurodegenerative diseases, allowing for early diagnosis and tracking of disease progression.
For example, in Alzheimer’s, the hippocampus and entorhinal cortex typically show early signs of atrophy, while in Parkinson’s disease, the substantia nigra and basal ganglia exhibit degeneration.
Functional MRI (fMRI) can provide information about changes in brain activity and connectivity patterns in neurodegenerative disorders. By measuring blood flow changes in response to cognitive tasks or at rest, fMRI can identify alterations in brain networks related to memory, executive function, or motor control. This information can help differentiate between neurodegenerative diseases and provide insights into their underlying mechanisms.
Positron Emission Tomography (PET) is another imaging modality employed to study neurodegenerative disorders. PET uses radiotracers to visualize and quantify molecular processes in the brain. For example, in Alzheimer’s, amyloid PET imaging can detect the accumulation of amyloid-beta plaques, a pathological hallmark of the disease, even in its early stages.
Similarly, tau PET imaging can visualize the accumulation of tau protein tangles, another Alzheimer’s disease biomarker. Dopamine transporter PET imaging is used to evaluate Parkinson’s disease, as it can reveal the loss of dopaminergic neurons in the brain’s basal ganglia.
Single-photon emission computed tomography (SPECT) is another nuclear imaging technique that can help assess neurodegenerative disorders. Like PET, SPECT uses radiotracers to visualize specific brain processes. In Parkinson’s disease, for instance, SPECT can assess dopamine transporter function, providing valuable information about the disease’s progression and response to treatment.
Medical imaging is also critical in developing novel therapeutics for neurodegenerative disorders. As a noninvasive and quantitative biomarker, imaging can help assess the efficacy of experimental treatments and monitor their effects on the brain.
You are here:
home »
Discover how intracranial haemorrhage detection can be enhanced with AI: a breakthrough in emergency neuroradiology.
Explore the profound effects of car accident trauma on mental well-being. Discover how psychological scars can last for years after a crash. Image for illustration only. Person depicted is a model.
Understanding the Long-Term Psychological Effects of Car Accidents Read Article »
Minor injuries can have a significant long-term impact. Find out why you should never overlook these physical setbacks.
How Minor Physical Injuries Can Have Major Life Impact Read Article »
Uncover the innovative insights of the World Transformation Movement and its impact on understanding patients’ emotional and cognitive needs.
World Transformation Movement: Bridging Evolutionary Biology and Emotional Health Read Article »
Stem cells offer creative approaches for illness therapy in precision medicine. Personalized treatment is made possible by the capacity of stem cells to develop into several cell types.
How Stem Cells Are Changing Medicine: Benefits and Challenges Read Article »
Deep brain stimulation offers experimental hope for severe addiction cases unresponsive to conventional treatments and therapies.
The Use of Deep Brain Stimulation for Treating Addiction Read Article »
Sleeping on your stomach can lead to neck strain, back pain, breathing difficulties, nerve pressure, and long-term sleep quality issues.
The Impact of Sleeping on Your Stomach: Is It Really That Bad? Read Article »
Neurology healthcare tools improve accuracy, enable early detection, enhance monitoring, and personalise treatment for better outcomes.
The Healthcare Tools Changing the Future of Neurology Read Article »
Genomic research revolutionises healthcare by providing insights into diseases, enabling precise treatments, and improving patient outcomes worldwide.
Global mental health initiatives are fostering greater access to treatment, reducing stigma, and promoting holistic care worldwide.
Global Mental Health Revolution: Treatment, Awareness, and Destigmatisation Read Article »
Gene therapy offers unprecedented potential to treat and prevent genetic disorders by correcting defective genes or altering gene expression. Image for illustration only. Person depicted is a model.
Gene Therapy: Revolutionising Disease Treatment Forever Read Article »
Diagnostic imaging in motor neurone disease (MND) is crucial for early detection, disease monitoring, and differentiating from other conditions.
Motor Neurone Disease: Diagnosis and Future Research Insights Read Article »
Revolutionizing rehabilitation empowers patients through advanced technology, personalized programs, and holistic, transformative recovery experiences.
Revolutionizing Rehabilitation: Elevating Your Physical Rehab Journey Read Article »
Neurological diagnostics have been transformed by advanced imaging techniques, enhancing accuracy in identifying brain disorders.
The Role Of Medical Imaging In Neurological Diagnostics Read Article »
The central nervous system is a complex network that manages sensory processing, motor functions, and cognitive abilities.
The Central Nervous System: A Comprehensive Overview Read Article »
PET/MR scanners used in the area of neurological and psychiatric medicine.
MR-based attenuation correction in brain PET/MR studies: a short review Read Article »