serghiou
MD | MS in Statistics | PhD in Clinical Epidemiology | Stanford University Alum | Meta-research | Rigor and reproducibility | Machine learning for healthcare
ProlaioSan Francisco
Pinned Repositories
best-of-data-science
A repository of best-of lists for aspects of data science.
clinicaltrialr
clinicaltrialr: Import study records from ClinicalTrials.gov
deep-learning-for-epidemiologists
Data and code for the respective AJE paper.
mendelian-randomization
A repository on resources about Mendelian Randomization
metareadr
A package to read meta-data from the web.
open-data
A collection of all databases of readily available healthcare-related data I know of.
pediatric-clinical-trials
The distribution of pediatric clinical trials in relation to global burden of disease.
registration-review
A review of registrations in medicine
rtransparent
The rtransparent R package.
transparency-indicators
Automated assessment of transparency across the biomedical literature.
serghiou's Repositories
serghiou/clinicaltrialr
clinicaltrialr: Import study records from ClinicalTrials.gov
serghiou/rtransparent
The rtransparent R package.
serghiou/best-of-data-science
A repository of best-of lists for aspects of data science.
serghiou/transparency-indicators
Automated assessment of transparency across the biomedical literature.
serghiou/metareadr
A package to read meta-data from the web.
serghiou/deep-learning-for-epidemiologists
Data and code for the respective AJE paper.
serghiou/pediatric-clinical-trials
The distribution of pediatric clinical trials in relation to global burden of disease.
serghiou/registration-review
A review of registrations in medicine
serghiou/bios216-assignement-2
This is in response to Assignment 2 for BIOS 216 2014.
serghiou/centrosomal-calcineurin
serghiou/circEWS-forked
circEWS public code
serghiou/datacardsplaybook-forked
The Data Cards Playbook helps dataset producers and publishers adopt a people-centered approach to transparency in dataset documentation.
serghiou/demo-bank-customer-churn
Demo DVC project training a classification model on tabular data
serghiou/ecg
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
serghiou/graphcast-forked
serghiou/IRENE-NatBioeng
serghiou/Med-BERT
Med-BERT, contextualized embedding model for structured EHR data
serghiou/medical-ai-research-foundations
Forked from Google Research
serghiou/mgp-tcn-forked
Sepsis Prediction on MIMIC
serghiou/ml4h-forked
serghiou/multimodal-workshop-vector-databases
A repo from a webinar that I watched on vector databases
serghiou/OpenClinica-Forked
OpenClinica is the world's first commercial open source clinical trial software for Electronic Data Capture (EDC) Clinical Data Management (CDM).
serghiou/Predictive-Maintenance-of-Aircraft-Engine-forked
In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.
serghiou/prompt-engineering-open-llms-forked
serghiou/pytorch_ehr
source codes based on PyTorch to analyze EHR
serghiou/pytorch_geometric-forked
Graph Neural Network Library for PyTorch
serghiou/repo-template
A template repository for reproducible scientific research.
serghiou/serghioutemplates
An R Markdown template that combines all templates I use and all of my pre-defined code.
serghiou/statsthinking21-core
Core statistical text for Statistical Thinking in the 21st Century
serghiou/templates
Document templates for open-source projects (README, CONTRIBUTING, GitHub templates)