Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Deep-Learning-for-Medical-Applications
Deep Learning Papers on Medical Image Analysis
https://github.com/albarqouni/Deep-Learning-for-Medical-Applications
- Awesome Deep Learning Papers
- Medical Image Analysis (MedIA)
- IEEE Transaction on Medical Imaging (IEEE-TMI)
- IEEE Transaction on Biomedical Engineering (IEEE-TBME)
- IEEE Journal of Biomedical and Health Informatics (IEEE-JBHI)
- International Journal on Computer Assisted Radiology and Surgery (IJCARS)
- AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images
- Fast Convolutional Neural Network Training Using Selective Data Sampling: Application to Hemorrhage Detection in Color Fundus Images
- Adversarial Deep Structured Nets for Mass Segmentation from Mammograms
- [pdf - TMI | 2016|
- [pdf - IDRI](https://wiki.cancerimagingarchive.net/display/Public/LIDC-IDRI)| IPMI| 2015|
- [pdf - TBME | 2015|
- [pdf - ucsf.org/datarelease/)| arXiv | 2016|
- [pdf - image-library.html)| MLMI | 2016|
- [pdf - retinopathy-detection) | arXiv | 2016|
- [pdf - IDRI](https://wiki.cancerimagingarchive.net/display/Public/LIDC-IDRI), [ANODE09](https://anode09.grand-challenge.org/), [DLCST](https://clinicaltrials.gov/ct2/show/study/NCT00496977) | IEEE-TMI | 2016|
- [pdf - IDRI](https://wiki.cancerimagingarchive.net/display/Public/LIDC-IDRI), [LUNA16](https://luna16.grand-challenge.org/) | IEEE-WACV | 2018|
- [pdf - IDRI](https://wiki.cancerimagingarchive.net/display/Public/LIDC-IDRI)| Nature | 2016|
- [pdf - TMI | 2016|
- [pdf - connectomes-project.org/abide/) | arXiv | 2017|
- [pdf - JBHI | 2015|
- [pdf - ucsf.org/datarelease/)| ISBI | 2015|
- [pdf - landmark-detection-challenge/)| MICCAI | 2016|
- [pdf - TMI | 2016|
- [pdf - TMI | 2016|
- [pdf - retinopathy-detection/data), [MESSIDOR](http://www.adcis.net/en/Download-Third-Party/Messidor.html) | MICCAI | 2016|
- [pdf - IDRI](https://wiki.cancerimagingarchive.net/display/Public/LIDC-IDRI), [LUNA16](https://luna16.grand-challenge.org/) | IEEE-WACV | 2018|
- [pdf - IDRI](https://wiki.cancerimagingarchive.net/display/Public/LIDC-IDRI), [LUNA16](https://luna16.grand-challenge.org/) | MICCAI | 2018|
- [pdf - TMI | 2016 |
- [pdf - BCRP](http://marathon.csee.usf.edu/Mammography/DDSM/BCRP/) | ISBI | 2018 |
- [pdf - ucsf.org/datarelease/)| ISBI | 2015|
- [pdf - TMI | 2016 |
- pdf - TMI | 2017 |