MedJournal-OpenSourcePapers
A collection of open-source papers in MedIA, TMI, TBME, and Radiology since 2020.
DATE |
First Author |
Title |
Paper |
Code |
202001 |
Benjamin Thyreau |
Learning a cortical parcellation of the brain robust to the MRI segmentation with convolutional neural networks |
Elsevier |
pytorch |
202001 |
Suyu Dong |
Deep Atlas Network for Efficient 3D Left Ventricle Segmentation on Echocardiography |
Elsevier |
TBA |
DATE |
First Author |
Title |
Paper |
Code |
202002 |
Mohammad Eslami |
Image-to-Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography |
IEEE |
tensorflow |
202002 |
Qi Dou |
Unpaired Multi-modal Segmentation via Knowledge Distillation (IEEE) |
arXiv |
tensorflow |
202002 |
Quande Liu |
MS-Net: Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data (IEEE) |
arxiv |
tensorflow |
DATE |
First Author |
Title |
Paper&Code |
DATE |
First Author |
Title |
Paper |
Code |
202003 |
Lin Li, Lixin Qin |
Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT |
RSNA |
PyTorch |
202003 |
Wu Qiu |
Machine Learning for Detecting Early Infarction in Acute Stroke with Non–Contrast-enhanced CT |
RSNA |
sklearn |
202003 |
Gu-Wei Ji |
Radiomic Features at Contrast-enhanced CT Predict Recurrence in Early Stage Hepatocellular Carcinoma: A Multi-Institutional Study |
RSNA |
R |
202002 |
Sanne G. M. van Velzen |
Deep Learning for Automatic Calcium Scoring in CT: Validation Using Multiple Cardiac CT and Chest CT Protocols |
RSNA |
Docker |
202002 |
Ponnada A. Narayana |
Deep Learning for Predicting Enhancing Lesions in Multiple Sclerosis from Noncontrast MRI |
RSNA |
Keras |
202001 |
Li-Qiang Zhou |
Lymph Node Metastasis Prediction from Primary Breast Cancer US Images Using Deep Learning |
RSNA |
TBA |