Research

Drosophila Project A Drosophila computational brain model reveals sensorimotor processing
  • Shiu, P.K., Sterne, G.R., Spiller, N., Simha, N., et al. Nature 634, 210–219 (2024). paper
  • Neha Simha, Philip Shiu, Kristin Scott, UC Berkeley, 2022. Interactions between taste modalities in D. melanogaster honors thesis paper / poster

We proposed a leaky integrate-and-fire computational model of the Drosophila brain to study circuit properties of feeding behaviors.
ILD Project Using machine learning to predict progression and classify interstitial lung disease
  • Neha Simha, Manoj Maddali, Rishi Raj
    Lung Texture Analysis Predicts Clinical Progression in a Cohort of Patients With Dermatomyositis and Scleroderma-related Interstitial Lung Disease abstract
  • Solmaz Ehteshami-Afshar, Neha Simha, Rishi Raj
    Mortality and Intubation Risk Factors in Patients With Interstitial Lung Disease Infected With COVID-19 in the United States in 2020 abstract
  • Cara Van Uden, Christian Bluethgen, Maayane Attias, Malgorzata Polacin, Haiwei Henry Guo, Neha Simha, Rishi Raj, Curtis Langlotz
    Exploring the Versatility of Zero-Shot CLIP for Interstitial Lung Disease Classification preprint

We used machine learning and data analysis to classify interstitial lung disease via CT scan features and predict disease progression using clinical metrics.