Clinical Validation of DystoniaNet Deep Learning Platform for Diagnosis of Isolated Dystonia

Description

This research involves retrospective and prospective studies for clinical validation of a DystoniaNet deep learning platform for the diagnosis of isolated dystonia.

Conditions

Dystonia, Drug Induced Dystonia, Parkinson Disease, Essential Tremor, Dyskinesias, Myoclonus, Tic Disorders, Torticollis, Ulnar Nerve Entrapment, Temporomandibular Joint Disorders, Dysphonia

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Study Overview

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Study Details

Study overview

This research involves retrospective and prospective studies for clinical validation of a DystoniaNet deep learning platform for the diagnosis of isolated dystonia.

Clinical Validation of DystoniaNet Deep Learning Platform for Diagnosis of Isolated Dystonia

Clinical Validation of DystoniaNet Deep Learning Platform for Diagnosis of Isolated Dystonia

Condition
Dystonia
Intervention / Treatment

-

Contacts and Locations

Boston

Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, United States, 02114

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

For general information about clinical research, read Learn About Studies.

Eligibility Criteria

  • 1. Males and females of diverse racial and ethnic backgrounds, with age across the lifespan;
  • 2. Patients will have at least one of the forms of dystonia, including focal dystonia (e.g., laryngeal, cervical, oromandibular, blepharospasm, focal hand, musicians), segmental dystonia, or generalized dystonia;
  • 3. Patients will have other movement disorders (Parkinson's disease, essential tremor, dyskinesia, myoclonus) and other non-neurological conditions (tic disorders, torticollis, ulnar nerve entrapments, temporomandibular disorders, dysphonia) that mimic dystonic symptoms.
  • 1. Patients who are incapable of giving informed consent;
  • 2. Patients who are unable to undergo brain MRI due to the presence of certain tattoos and ferromagnetic objects in their bodies (e.g., implanted stimulators, surgical clips, prosthesis, artificial heart valve) that cannot be removed or due to pregnancy or breastfeeding at the time of the study.

Ages Eligible for Study

to

Sexes Eligible for Study

ALL

Accepts Healthy Volunteers

Yes

Collaborators and Investigators

Massachusetts Eye and Ear Infirmary,

Kristina Simonyan, MD, PhD, PRINCIPAL_INVESTIGATOR, Massachusetts Eye and Ear

Study Record Dates

2027-04-30