Oncology | Radiology Segmentation-Free Outcome Prediction from Head and Neck Cancer PET/CT Images: Deep Learning-Based Feature Extraction from Multi-Angle Maximum Intensity Projections (MA-MIPs). July 27, 2024
Nuclear Medicine | Oncology | Radiology TMTV-Net: fully automated total metabolic tumor volume segmentation in lymphoma PET/CT images – a multi-center generalizability analysis. February 7, 2024
Nuclear Medicine | Radiology Enhanced direct joint attenuation and scatter correction of whole-body PET images via context-aware deep networks. February 1, 2024
Medical Physics | Nuclear Medicine | Radiology Deep transformer-based personalized dosimetry from SPECT/CT images: a hybrid approach for [Lu]Lu-DOTATATE radiopharmaceutical therapy. January 24, 2024
Oncology | Radiology Tensor radiomics: paradigm for systematic incorporation of multi-flavoured radiomics features. December 18, 2023
Oncology | Radiology Assessing privacy leakage in synthetic 3-D PET imaging using transversal GAN. November 17, 2023
Nuclear Medicine | Radiology Differential privacy preserved federated transfer learning for multi-institutional Ga-PET image artefact detection and disentanglement. September 8, 2023
Medical Physics | Oncology | Radiology Information fusion for fully automated segmentation of head and neck tumors from PET and CT images. July 21, 2023
Neurology | Radiology Prediction of Cognitive Decline in Parkinson’s Disease Using Clinical and DAT SPECT Imaging Features, and Hybrid Machine Learning Systems. May 27, 2023
Oncology | Radiology Deep versus Handcrafted Tensor Radiomics Features: Prediction of Survival in Head and Neck Cancer Using Machine Learning and Fusion Techniques. May 27, 2023
Nuclear Medicine | Oncology | Radiology Automatic segmentation of prostate cancer metastases in PSMA PET/CT images using deep neural networks with weighted batch-wise dice loss. April 10, 2023
Medical Imaging | Radiology Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning. December 12, 2022