kayvanlabs
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public-tensor-bigdata-qsofa
public-tensor-bigdata-qsofa PublicCode for predicting change in qSOFA using features extracted from physiological signals and/or electronic health record data.
MATLAB
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Uncertainty-TRAM
Uncertainty-TRAM PublicThis repository contains the source code for "Leveraging Uncertainty as Privileged Information for Acute Respiratory Distress Syndrome Detection in Chest X-ray Images"
Python
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Generalized_fuzzy_neural_network_public
Generalized_fuzzy_neural_network_public PublicThis repository contains code related to the paper, "Predicting Need for Heart Failure Advanced Therapies using an Interpretable Tropical Geometry-based Fuzzy Neural Network"
Python
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Privileged_Logistic_Regression
Privileged_Logistic_Regression PublicThis repository contains the source code for privileged logistic regression model implemented under the Learning Using Privileged Information paradigm
Jupyter Notebook
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Generalized-logistic-tensor-regression
Generalized-logistic-tensor-regression PublicThis repository contains code related to the paper, "Enhancing Heart Failure Treatment Decisions: Interpretable Machine Learning Models for Advanced Therapy Eligibility Prediction using EHR Data"
Jupyter Notebook
Repositories
- Transfer-Learning-SAH-Seg Public
Evaluating different fine-tuning strategies for aneurysmal subarachnoid hematoma segmentation via a multi-view CNN and transfer learning.
kayvanlabs/Transfer-Learning-SAH-Seg’s past year of commit activity - interpretable-ami-prediction Public
Code and results repository for study to evaluate interpretable models' ability to predict acute myocardial infarctions in patients without pre-existing cardiac conditions using outpatient data.
kayvanlabs/interpretable-ami-prediction’s past year of commit activity - mimic-3-heart-disease-tgfnn Public
Code used to train a tropical geometry fuzzy neural network to predict adverse cardiovascular events in patients with chronic heart disease in the intensive care unit (MIMIC-III database).
kayvanlabs/mimic-3-heart-disease-tgfnn’s past year of commit activity - PediCXR-MAE Public
Self-Supervision and Transfer Learning for an Accurate Pediatric Chest X-Ray Diagnosis with Small Dataset
kayvanlabs/PediCXR-MAE’s past year of commit activity - Generalized-logistic-tensor-regression Public
This repository contains code related to the paper, "Enhancing Heart Failure Treatment Decisions: Interpretable Machine Learning Models for Advanced Therapy Eligibility Prediction using EHR Data"
kayvanlabs/Generalized-logistic-tensor-regression’s past year of commit activity - Generalized_fuzzy_neural_network_public Public
This repository contains code related to the paper, "Predicting Need for Heart Failure Advanced Therapies using an Interpretable Tropical Geometry-based Fuzzy Neural Network"
kayvanlabs/Generalized_fuzzy_neural_network_public’s past year of commit activity - Privileged_Logistic_Regression Public
This repository contains the source code for privileged logistic regression model implemented under the Learning Using Privileged Information paradigm
kayvanlabs/Privileged_Logistic_Regression’s past year of commit activity - public-tensor-bigdata-qsofa Public
Code for predicting change in qSOFA using features extracted from physiological signals and/or electronic health record data.
kayvanlabs/public-tensor-bigdata-qsofa’s past year of commit activity - Uncertainty-TRAM Public
This repository contains the source code for "Leveraging Uncertainty as Privileged Information for Acute Respiratory Distress Syndrome Detection in Chest X-ray Images"
kayvanlabs/Uncertainty-TRAM’s past year of commit activity
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