Software suite which extracts key information from medical discharge summaries

UWM ITS Clinical Data Explorer

Survival modelling using Cox proportional hazard regression model

Plataforma web clínica dental

Clinics management SaaS platform for LAMP servers

Project for predicting Acute Respiratory Distress Syndrome with Natural language Processing concepts

Prototyping for health sciences research

OG 2019 - Project 06: Machine learning for dementia clinical forecasting

Chronic Disease Prediction Using Medical Notes

Genome-to-Genome Study of HBV-infected individuals - EPFL Fellay lab

Traditional Chinese Medicine Clinical Records Classification. In BIBM 2016

Machine reading comprehension on clinical case reports

Prototypes for LOINC code predictions and imputations. Key ideas: string/text similarity metric learning, document embeddings, contrastive loss and Siamese network, classification algorithms (e.g. logistic regression, random forest), EDA via dimensionality reduction (e.g. t-SNE, PCA).

bimodal DNN for NSCLC patient overall survival prediction

Clinical Knowledge Graph (CKG) is a platform with twofold objective: 1) build a graph database with experimental data and data imported from diverse biomedical databases 2) automate knowledge discovery making use of all the information contained in the graph

The validated and approved openEHR Arhcetypes used by DIPS AS

Code going through Steyerberg's Clinical Prediction Models textbook (using mix of Python and R)

The COVID-19 pandemic has shown us the unpreparedness of our current healthcare system and services. We need to optimize the allocation of medical resources to maximize the utilization. We are preparing this Machine Learning model based on the clinical data of confirmed COVID-19 cases. This will help us to predict the need of ICU for a patient i…

Short scripts to demonstrate data available from MolecularMatch API (api key needed). Data includes clinical trials, drugs, publications, molecular information, bioinformatics, report generation and more.