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Research Programme

1. Applied Machine Learning

1. Applied Machine Learning

* Machine Learning Models
* Feature Importance Exploration
* Quantum Algorithms

3. Sleep & Chest Medicine

3. Sleep & Chest Medicine

* Sleep Disorders & Phenotyping
* Pulmonary Health Impact
* Sleep and Respiratory Treatment

5. Environmental Effects

5. Environmental Effects

* Environmental Hazards
* Pollution-Induced Health Deterioration
* Pollution-Linked Cognitive Issues

2. Medical Tech Development

2. Medical Tech Development

* Models for Medical Devices
* Medical Monitoring Frameworks
* Data-Driven Diagnosis

4. Cognitive Neuroscience

4. Cognitive Neuroscience

* Neurodegenerative Biomarkers
* Cognitive Decline and Pollution
* Sleep-Cognitive Link

6. Transportation Safety

6. Transportation Safety

* Aberrant Driving Behaviour
* Road Traffic Health
* Fatigue Management

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