Using machine learning to find better treatments for schizophrenia
Machine Learning for Precision Treatments in Schizophrenia
This study is looking at how using advanced computer technology can help find better treatment plans for people with schizophrenia by analyzing real-life patient data, so that care can be more personalized and effective for each individual.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | New York State Psychiatric Institute Dba Research Foundation for Mental Hygiene, INC NIH-funded |
| Lab location | 1 site (New York, United States) |
| Project ID | NIH-10918246 on NIH RePORTER |
What this research studies
This research investigates how machine learning can improve treatment options for individuals with schizophrenia by analyzing large datasets from real-world clinical practices. It aims to identify unique treatment regimens tailored to patients' specific symptoms and comorbidities, moving beyond traditional clinical trials that often overlook the complexity of the condition. By clustering patients with similar characteristics, the study seeks to predict outcomes based on these personalized treatment approaches, ultimately enhancing the effectiveness of care for schizophrenia.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals diagnosed with schizophrenia who are experiencing a range of symptoms and may benefit from tailored treatment regimens.
Not a fit: Patients who do not have a diagnosis of schizophrenia or those whose symptoms are well-managed with existing treatments may not receive benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more effective and personalized treatment options for patients with schizophrenia.
How similar studies have performed: Other research has shown promise in using machine learning for personalized medicine, indicating that this approach could be effective for schizophrenia as well.
Where this research is happening
New York, United States
- New York State Psychiatric Institute Dba Research Foundation for Mental Hygiene, INC — New York, United States (Active)
Researchers
- Principal investigator: Bareis, Natalie — New York State Psychiatric Institute Dba Research Foundation for Mental Hygiene, INC
- Study coordinator: Bareis, Natalie
About this research
- This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
- Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
- For full project details, budget, and progress reports, visit the official NIH RePORTER page below.