Frank-qlu / MedJournal-OpenSourcePapers

A collection of open-source papers in MedIA, TMI, TBME, MedPhy and Radiology since 2020.

MedJournal-OpenSourcePapers

A collection of open-source papers in MedIA, TMI, TBME, and Radiology since 2020.

Medical Image Analysis (IF=8.880)

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

IEEE Transactions on Medical Imaging (IF=7.816)

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

Transactions on Biomedical Engineering (IF=4.419)

DATE	First Author	Title	Paper&Code

Radiology (IF=7.608)

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