Concept-Bottleneck Modelling for Interpretable Melanoma Classification
A research project adopting the concept-bottleneck modelling technique for interpretable melanoma classification.
Review of the paper Prediction of mechanistic subtypes of Parkinson's using patient derived stem cell models
comments on a paper that leverages deep learning to classify cells into Parkinson's subtypes
Review of the paper A Deep Learning Approach to Antibiotic Discovery
comments on the paper "A Deep Learning Approach to Antibiotic Discovery", with a brief step-by-step algorithm how message passsing works in a graph neural network
Review of the paper Learning biophysical determinants of cell fate with deep neural networks
comments on a paper that leverages deep learning to classify epithelium cell fate by observing its live image trajectory.
A mathematical analogy for understanding creativity
Using numbers to illustrate an intuitive definition of what creativity is
