Classifying breast cancer cells by hypoxic and normoxic condition
A machine learning classifier that tells hypoxic from normoxic tumour cells using biological data.
Projects
Investigating Public Concerns About AI
Building a 20k-tweet and 500-article corpus to study how the public and the media frame artificial intelligence.
Simulating the 3D Ising model
A simulation of the three-dimensional Ising model using both Simulated Annealing and the Wolff cluster algorithm.
Finding the optimal visual input for cortical neurons
Generating Most Excitatory Inputs for single neurons in mouse visual cortex with CNNs, benchmarked against Gabor filters.
Deep learning for sign language recognition
Turning sign language videos into 3×3 frame grids so that a CNN can classify them as single images.
TP53 mutation prediction from cancer cell line expression
Predicting TP53 mutation status from CCLE transcriptomics with tree-based models, at ~81% F1-score.