ehbeam
Resident in Psychiatry at Stanford Health Care with interests in natural language processing and machine learning
Stanford UniversitySan Francisco, CA
Pinned Repositories
articles2domains
Pipeline for preprocessing neuroimaging article texts and, with pre-aggregated coordinate data, mapping to domains of brain functino
bayesian-synth
context2brain
Neural network classifiers predict neuroimaging coordinates from article text features, including LSTM encodings of word embeddings
ehbeam.github.io
mind2brain
Predict brain activation patterns from text-based features across the human neuroimaging literature
neuro-knowledge-engine
Codebase for "A data-driven framework for mapping domains of human neurobiology"
nke-bias
Evaluation of aspirational interpretation, sales pitch, and concentration of power biases with respect to the data-driven framework
nke-emr-pilot
Application of the neuroscience knowledge engine (NKE) to a corpus of medical records
nke-phenotyper
Knowledge frameworks applied to phenotype medical records and predict clinical outcomes
nke-viewer
Interactive viewer for a data-driven neuroscience ontology
ehbeam's Repositories
ehbeam/neuro-knowledge-engine
Codebase for "A data-driven framework for mapping domains of human neurobiology"
ehbeam/nke-viewer
Interactive viewer for a data-driven neuroscience ontology
ehbeam/articles2domains
Pipeline for preprocessing neuroimaging article texts and, with pre-aggregated coordinate data, mapping to domains of brain functino
ehbeam/mind2brain
Predict brain activation patterns from text-based features across the human neuroimaging literature
ehbeam/nke-emr-pilot
Application of the neuroscience knowledge engine (NKE) to a corpus of medical records
ehbeam/bayesian-synth
ehbeam/context2brain
Neural network classifiers predict neuroimaging coordinates from article text features, including LSTM encodings of word embeddings
ehbeam/ehbeam.github.io
ehbeam/nke-bias
Evaluation of aspirational interpretation, sales pitch, and concentration of power biases with respect to the data-driven framework
ehbeam/nke-phenotyper
Knowledge frameworks applied to phenotype medical records and predict clinical outcomes
ehbeam/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
ehbeam/learning2learn
ehbeam/nke-cerebellum
Version of the neuroscience knowledge engine with a full cerebellar parcellation
ehbeam/nke-cerebellum-viewer
Site for viewing neuroscience knowledge engine results with the full cerebellar parcellation
ehbeam/ontologies2lexicon
Curates and preprocesses terms for mental function from publicly available ontologies
ehbeam/scanlab
Neuroimaging lab for The Nervous System (NBIO 206)
ehbeam/text2brain
Deep learning approach to predicting neuroimaging data from article texts
ehbeam/tms-eeg
Interactive viewer for longitudinal TMS-EEG data
ehbeam/trauma-nlp
Natural language processing to score trauma types in free text