Projects in Awesome Lists tagged with rule-based-modeling
A curated list of projects in awesome lists tagged with rule-based-modeling .
https://github.com/karrlab/wc_rules
Rule-based modeling for whole-cell models.
cell-biology kinetic-modeling rule-based-modeling systems-biology whole-cell-modeling
Last synced: 25 Jun 2025
https://github.com/fitushar/multi-label-weakly-supervised-classification-of-body-ct
A rule-based algorithm enabled the automatic extraction of disease labels from tens of thousands of radiology reports. These weak labels were used to create deep learning models to classify multiple diseases for three different organ systems in body CT.
3d 3d-classification 3d-resnet 3d-segmentation ct ct-scan-images kidney kidney-disease kidney-disease-prediction liver-disease liver-disease-prediction machine-learning multi-label-disease multi-label-disease-classification multi-label-image-classification rule-based-modeling tensorflow2 weakly-supervised-learning
Last synced: 06 Sep 2025
https://github.com/fitushar/multi-label-annotation-text-reports-body-ct
There is progress to be made in building artificially intelligent systems to detect abnormalities that are not only accurate but can handle the true breadth of findings that radiologists encounter in body (chest, abdomen, and pelvis) Computed Tomography (CT). Currently, the major bottleneck for developing multi-disease classifiers is a lack of manually annotated data. The purpose of this work was to develop high throughput multi-label annotators for body CT reports that can be applied across a variety of abnormalities, organs, and disease states thereby mitigating the need for human annotation.
attention-mechanism ct-report nlp-machine-learning python-3 python-regex-extractor radiology-report-annotation radiology-reports rnn-tensorflow rule-based-modeling tensorflow2
Last synced: 27 Jul 2025
https://github.com/futianfan/pearl
deep prototype learning for EHR data
deep-learning healthcare interpretable-machine-learning phenotyping prototype-lear rule-based-modeling
Last synced: 12 Oct 2025
https://github.com/satyammittal/scientific-method-extraction
Extraction of method phrases that contain an explicit mention of method keyword.Linguistic techniques as well as Statistical methods are expected to be used. Reference: http://www.aclweb.org/anthology/C12-1074
data-extraction data-mining machine-learning rule-based-modeling rule-extraction
Last synced: 22 Jul 2025
https://github.com/jessicasaikia/rule-based
This repository contains a simple Rule-Based Model for Parts-of-Speech tagging in Assamese-English code mixed texts.
assamese assamese-english assamese-language assamese-text code-mixed code-mixing english english-language nlp nlp-machine-learning parts-of-speech parts-of-speech-tagging pos-tagger pos-tagging rule-based rule-based-modeling rule-based-nlp
Last synced: 19 Jul 2025
