medical-projects Goto Github PK

classify-asthma-inhalers-using-sas-studio-and-pretrained-darknet-model

Computer vision example in SAS Studio using deep learning actions from VDMML to simulate how a large, international, medical devices manufacturer benefited from using SAS image recognition capabilities.

classifying-positive-findings-in-chest-xrays-using-cnn

My Capstone Project from General Assembly, where I evaluate the potential for deep learning applications in medical radiology.

classmix

cleveland-clinic-tensorflow

Deep learning project that uses a medical center's heart disease data

clinical-fusion

Code and Datasets for the paper "Combining structured and unstructured data for predictive models: a deep learning approach", published on BMC Medical Informatics and Decision Making in 2020.

clinical-notes-diagnosis-dl-nlp

clinical-outcome-prediction

Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration

clinicalbert

ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)

clinicalbert-deep-learning--predicting-hospital-readmission-using-transformer

Blog post on Medium

clinicalnotesicu

cloud-net-plus

PyTorch (+Fast.ai) implementation of CloudNet+ for cloud segmentation

cluttered-omniglot

Cluttered Omniglot dataset and models

cm-software_segmentation-predict

Prediction on a medical slide image with Deep Learning

cm2003-deep-learning-methods-for-medical-image-analysis.

The course is offered by KTH in Autumn semester and and focuses on Medical image segmentation using CNN and hands-on section with TensorFlow, ,medical image classification using CNN and hands-on section with TensorFlow, medical image analysis using RNN and hands-on section with TensorFlow

cm2003_deep_learning_methods_for_medical_image_analysis

cmorlet-tensorflow

A TensorFlow implementation of the Continous Wavelet Transform based on the complex Morlet wavelet.

cnn-cardioprediction

Predicting cardiovascular heart disease using CNN

cnn-for-birads

cnn-text-classification

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

codes-for-intra-kd

Inter-Region Affinity Distillation for Road Marking Segmentation (CVPR 2020)

colearn

colocalization-moc

Repo for paper "Co-localization of fluorescent signals using deep learning with Manders overlapping coefficient", SPIE Medical Imaging 2021.

companies-bankruptcy-forecast

companies-bankruptcy-forecast

computer-vision-project

Use deep learning to segment and classify cancerous cells in medical images

computervisionresearch

conference_report

conresnet

[IEEE-TMI2020] Inter-slice Context Residual Learning for 3D Medical Image Segmentation

context-encoding-chest-xrays

Research Project, Honours Programme @ UvA, 2018

cor-gan

:unlock: COR-GAN: Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records

coral