SD-CNN: A shallow-deep CNN for improved breast cancer diagnosis

Fei Gao, Teresa Wu, Jing Li, +4

Computerized Medical Imaging and Graphics

Convolutional Neural NetworkEngineeringMachine LearningMedical ImagingBiomedical Imaging +6

A predictive model for distinguishing radiation necrosis from tumour progression after gamma knife radiosurgery based on radiomic features from MR images

Zijian Zhang, Jinzhong Yang, Angela Ho, +12

European Radiology

Neuro-oncologyRadiation MedicineGamma Knife RadiosurgeryMedical ImagingRadiation Therapy +12

2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-Center Study

Lingwei Meng, Di Dong, Xin Chen, +5

IEEE Journal of Biomedical and Health Informatics

Referable diabetic retinopathy identification from eye fundus images with weighted path for convolutional neural network

Yipeng Liu, Zhanqing Li, Xu Cong, +2

Artificial Intelligence in Medicine

Image ClassificationConvolutional Neural NetworkMachine VisionImage AnalysisOphthalmology +11

Lung tumor segmentation methods: Impact on the uncertainty of radiomics features for non-small cell lung cancer

Constance A. Owens, Christine B. Peterson, Chad Tang, +8

PLoS ONE

Classification of Breast Masses Using a Computer-Aided Diagnosis Scheme of Contrast Enhanced Digital Mammograms

Gopichandh Danala, Bhavika Patel, Faranak Aghaei, +4

Annals of Biomedical Engineering

Image AnalysisBreast MassesMedical ImagingEngineeringPattern Recognition +13

A radiomics nomogram for the prediction of overall survival in patients with hepatocellular carcinoma after hepatectomy

Qinqin Liu, Jing Li, Fei Liu, +6

Cancer Imaging

Treatment Response Prediction Using Ultrasound-Based Pre-, Post-Early, and Delta Radiomics in Neoadjuvant Chemotherapy in Breast Cancer

Min Yang, Huan Liu, Qingli Dai, +5

Frontiers in Oncology

Computed Tomography-Based Texture Analysis to Determine Human Papillomavirus Status of Oropharyngeal Squamous Cell Carcinoma

Sara Ranjbar, Shuluo Ning, Christine M. Zwart, +6

Journal of Computer Assisted Tomography

Preoperative Prediction of Axillary Lymph Node Metastasis in Breast Cancer Using <scp>CNN</scp> Based on Multiparametric <scp>MRI</scp>

Zijian Wang, Hang Sun, Jing Li, +6

Journal of Magnetic Resonance Imaging