Oncology | Radiology Prediction of response to neoadjuvant chemotherapy in breast cancer with recurrent neural networks and raw ultrasound signals. August 24, 2022
Dermatology Dermoscopy lesion classification based on GANs and a fuzzy rank-based ensemble of CNN models. August 19, 2022
Medical Imaging | Radiation Oncology Direct mapping from PET coincidence data to proton-dose and positron activity using a deep learning approach. August 18, 2022
Oncology | Radiology Accurate segmentation of breast tumor in ultrasound images through joint training and refined segmentation. August 12, 2022
Dentistry | Radiology Deep learning method for reducing metal artifacts in dental cone-beam CT using supplementary information from intra-oral scan. August 9, 2022
Radiology Dedicated convolutional neural network for noise reduction in ultra-high-resolution photon-counting detector computed tomography. August 9, 2022
Medical Physics | Radiation Oncology A novel multichannel deep learning model for fast denoising of Monte Carlo dose calculations: preclinical applications. August 8, 2022
Computer Vision | Medical Imaging | Urology Deep morphological recognition of kidney stones using intra-operative endoscopic digital videos. July 29, 2022
Pathology FEEDNet: a feature enhanced encoder-decoder LSTM network for nuclei instance segmentation for histopathological diagnosis. July 29, 2022
Radiology Graph-enhanced U-Net for semi-supervised segmentation of pancreas from abdomen CT scan. July 27, 2022
Cardiology | Radiology DeTransUnet: attenuation correction of gated cardiac images without structural information. July 25, 2022
Medical Imaging | Otolaryngology | Radiology A review on AI-based medical image computing in head and neck surgery. July 25, 2022