Artificial Intelligence-Guided Relaxation Interventions for Reducing Anxiety and Enhancing Coping Strategies in Patients Undergoing Hemodialysis

Inclusion Criteria

Inclusion Criteria: Adult patients aged 18 years or older Confirmed diagnosis of end-stage renal disease (ESRD) receiving maintenance hemodialysis for at least 3 months to ensure treatment stability Conscious, oriented, and able to communicate effectively Documented baseline anxiety at a mild-to-moderate level confirmed on initial screening using the GAD-7 or HADS prior to enrollment Adequate visual and auditory functions sufficient to interact with the AI-guided relaxation platform Willing to participate and provide written informed consent prior to enrollment Exclusion Criteria: History of epilepsy, chronic vertigo, or seizure disorders, as AI or VR visual stimuli may trigger adverse episodes Severe cognitive impairment or diagnosed psychiatric disorders such as dementia or schizophrenia that prevent comprehension of or adherence to study instructions Acute medical complications or hemodynamic instability occurring during the dialysis session Severe visual impairment or blindness precluding use of the digital relaxation interface Skin infections or injuries on the face or head preventing comfortable use of a headset where applicable Currently enrolled in any other psychological or relaxation intervention study