Research

4 postsslug · researchAll topics

August 26, 20255 min read

Selecting papers for a review without reading all of them

In short: export every search hit as a .bib file, let a language model screen titles and abstracts against written criteria, then hand-check a random sample to see how often it's right. The model…

January 28, 20255 min read

GCN_for_EEG, five years later

In short: GCN_for_EEG got its stars because it removed one barrier, MATLAB, at a time when graph networks on EEG were new to most people. Five years on, the idea still holds, but the setup would not…

August 27, 20244 min read

Reading papers with an LLM without getting lied to

In short: give the model only the part of the paper that holds the study, ask narrow questions that demand quotes and an explicit NA, and check every quote against the text. It still breaks on numbers…

August 13, 20245 min read

Doing ML in a field that runs on R and SPSS

In short: psychiatry researchers trust R and SPSS because they've checked those tools for years. Python output earns the same trust when it reproduces a result they already know, comes back in the…

Research

Posts filed under Research

Selecting papers for a review without reading all of them

GCN_for_EEG, five years later

Reading papers with an LLM without getting lied to

Doing ML in a field that runs on R and SPSS