Search Results - RepositoryStats

216

1.0k

mit

33

A Deep Learning Python Toolkit for Healthcare Applications.

healthcare data-mining medical-code clinical-data deep-learning preprocessing clinical-research electronic-health-record electronic-medical-record

Created 2020-08-03

742 commits to master branch, last one 8 months ago

mimic3-benchmarks YerevaNN

333

814

mit

38

Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.

benchmark clinical-data deep-learning machine-learning

Created 2016-09-08

273 commits to master branch, last one about a year ago

ehrbase ehrbase

105

273

apache-2.0

23

An open source openEHR server

cdr ehr openehr clinical clinical-data

Created 2019-10-08

4,142 commits to develop branch, last one 16 days ago

clinical_quality_language cqframework

124

268

apache-2.0

54

Clinical Quality Language (CQL) is an HL7 specification for the expression of clinical knowledge that can be used within both the Clinical Decision Support (CDS) and Clinical Quality Measurement (CQM)...

cds cql cqm dqm hl7 ecqm fhir java fhir-path clinical-data clinical-trials clinical-research clinical-reasoning clinical-decision-support clinical-quality-language clinical-quality-measurement

Created 2014-08-26

2,567 commits to master branch, last one 13 days ago

cabolabs-ehrserver ppazos

110

182

apache-2.0

40

Open platform to manage and share standardized clinical data, designed by @ppazos at CaboLabs Health Informatics.

cdr ehr openehr cabolabs ehrserver clinical-data openehr-standard

Created 2013-03-11

1,850 commits to master branch, last one about a year ago

CNN_design_for_AD NYUMedML

37

144

agpl-3.0

12

Code for "Generalizable deep learning model for early Alzheimer’s disease detection from structural MRIs"

mri dementia brain-mri clinical-data deep-learning medical-imaging alzheimer-disease artificial-intelligence mild-cognitive-impairment convolutional-neural-networks

Created 2019-10-22

100 commits to master branch, last one 2 years ago

pandora genular

21

135

other

11

PANDORA :computer:

tsne umap pandora biomarkers clustering microbiome data-mining data-science clinical-data bioinformatics drug-discovery systems-biology transcriptomics data-integration machine-learning data-visualization predictive-analytics genomic-data-analysis unsupervised-machine-learning

Created 2018-07-03

1,546 commits to master branch, last one about a month ago

clinical-trial-outcome-prediction futianfan

30

105

unknown

2

benchmark dataset and Deep learning method (Hierarchical Interaction Network, HINT) for clinical trial approval probability prediction, published in Cell Patterns 2022.

dataset benchmark drug-design therapeutics clinical-data deep-learning life-sciences clinical-trials drug-development machine-learning clinical-research benchmark-datasets dataset-generation graph-neural-networks clinical-research-data-warehouse

Created 2021-02-18

180 commits to main branch, last one about a year ago

cyclops VectorInstitute

12

79

other

8

Toolkit for evaluating and monitoring AI models in clinical settings

eicu-crd mimic-iv omop-cdm mimic-iii physionet data-drift evaluation healthcare clinical-data deep-learning drift-detection machine-learning model-monitoring clinical-research electronic-health-record clinical-decision-support electronic-medical-record

Created 2022-02-21

531 commits to main branch, last one 17 days ago

OAProgression imedslab

20

77

unknown

11

Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data

pytorch medicine radiology clinical-data deep-learning osteoarthritis disease-progression reproducible-research clinical-decision-support

Created 2018-10-12

178 commits to master branch, last one 5 years ago

YAIB rvandewater

10

56

mit

5

🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and mo...

ehr icu eicu-crd mimic-iv benchmark framework mimic-iii clinical-ml time-series clinical-data deep-learning hirid-dataset amsterdamumcdb machine-learning patient-monitoring

Created 2022-08-15

1,475 commits to development branch, last one 2 months ago

Cohort360-FrontEnd aphp

10

44

apache-2.0

8

A web application to find patients, build cohorts and visualize health records

fhir omop query cohorts medical medtech fhir-api omop-cdm cohort-data clinical-data find-patients cohort-studies visualize-data cohort-analysis cohort-selection data-visualization

Created 2020-11-04

2,944 commits to main branch, last one 16 days ago

MedCATtutorials CogStack

15

34

mit

9

General tutorials for the setup and use of MedCAT.

clinical-data electronic-health-records natural-language-processing

Created 2022-02-14

60 commits to main branch, last one 3 months ago

oadat berkanlafci

3

33

mit

2

OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing

clinical-data deep-learning optoacoustics photoacoustics multispectral-images

Created 2022-06-12

109 commits to main branch, last one about a year ago

PPSNet yahskapar

2

29

unknown

4

PPSNet: Leveraging Near-Field Lighting for Monocular Depth Estimation from Endoscopy Videos (ECCV, 2024)

depth sim2real endoscopy near-field photometric clinical-data endoscopy-video depth-estimation depth-refinement endoscopic-vision inverse-rendering transfer-learning knowledge-distillation monocular-depth-estimation

Created 2024-03-08

8 commits to main branch, last one 9 months ago