Washington University in St Louis · Mathematics & StatisticsThe NF1 Insight Lab
Aditi Gupta · Saint Louis, Missouri
Research Focus
Dr. Aditi Gupta's lab focuses on improving the care of individuals with Neurofibromatosis Type 1 (NF1) using innovative artificial intelligence techniques. By analyzing a wide range of clinical data, the lab aims to develop predictive models to assess disease risk associated with various NF1-related sub-phenotypes. This research intends to enhance the precision of diagnosis and the personalization of treatment options for patients affected by NF1.
Neurofibromatosis Type 1artificial intelligencepredictive modelingclinical decision supportprecision medicine
Research Aims
5AIM 01Develop AI-based tools to predict disease risks in NF1 sub-phenotypes.
AIM 02Integrate diverse clinical datasets for improved analysis.
AIM 03Evaluate the effectiveness of predictive models in clinical settings.
AIM 04Validate machine learning methods across different healthcare environments.
AIM 05Enhance precision medicine applications for complex genetic disorders.
Skills the Lab Values
data miningmachine learningclinical data analysispredictive modelingdata harmonization
Output against the department
Publications121bottom 21% of dept.104th of 131
this lab
most publishedleast published
Citations1.9kbottom 17% of dept.109th of 131
this lab
most citedleast cited
Career totals from OpenAlex, compared against labs that share a department. A department spans everything from one paper to tens of thousands, so bar heights are on a log scale — otherwise the largest lab would flatten every other bar to a line.