Medical Imaging 2022: Computer-Aided Diagnosis

Prediction of TNM stage in head and neck cancer using hybrid machine learning systems and radiomics features

Mohammadreza Salmanpour, Mahdi Hosseinzadeh, Azizeh Akbari et al. · 2022 · 33 citations

Medicine, Nuclear Medicine, Oncology +17

Image transformers for classifying acute lymphoblastic leukemia

Priscilla Cho, Sajal Dash, Aristeides Tsaris et al. · 2022 · 18 citations · Full text

Medicine, Oncology, Pathology +17

Automated segmentation of pediatric brain tumors based on multi-parametric MRI and deep learning

Rachel Madhogarhia, Anahita Fathi Kazerooni, Sherjeel Arif et al. · 2022 · 14 citations

Medicine, Oncology, Radiology +17

CVT-Vnet: convolutional-transformer model for head and neck multi-organ segmentation

Shaoyan Pan, Zhen Tian, Yang Lei et al. · 2022 · 12 citations

Computing, Biomedical Engineering, Radiation Oncology +16

Colorectal polyp classification using confidence-calibrated convolutional neural networks

Thom Scheeve, Nikoo Dehghani, Quirine E. van der Zander et al. · 2022 · 12 citations · Full text

Computing, Computer Science, Oncology +17