Physics in Medicine & Biology

Title Publication Date Language Citations
First patients treated with a 1.5 T MRI-Linac: clinical proof of concept of a high-precision, high-field MRI guided radiotherapy treatment2017/11/14363
Deep learning in medical image registration: a review2020/10/22259
Deep learning for undersampled MRI reconstruction2018/06/25235
Receiver operating characteristic (ROC) curves: review of methods with applications in diagnostic medicine2018/03/29228
A deep learning framework for supporting the classification of breast lesions in ultrasound images2017/09/15205
The linear quadratic model: usage, interpretation and challenges2018/12/19204
3D radiotherapy dose prediction on head and neck cancer patients with a hierarchically densely connected U-net deep learning architecture2019/03/18169
Dose evaluation of fast synthetic-CT generation using a generative adversarial network for general pelvis MR-only radiotherapy2018/09/10166
Nanoparticle radio-enhancement: principles, progress and application to cancer treatment2018/01/09155
Robust radiotherapy planning2018/11/12147
Generating synthesized computed tomography (CT) from cone-beam computed tomography (CBCT) using CycleGAN for adaptive radiation therapy2019/06/10147
Computed tomography super-resolution using deep convolutional neural network2018/07/16129
MRI-only treatment planning: benefits and challenges2018/02/26126
Magnetic particle imaging: from proof of principle to preclinical applications2017/06/23125
Roadmap toward the 10 ps time-of-flight PET challenge2020/10/22125
Fully automated treatment planning for head and neck radiotherapy using a voxel-based dose prediction and dose mimicking method2017/07/06122
Multi-task transfer learning deep convolutional neural network: application to computer-aided diagnosis of breast cancer on mammograms2017/11/10120
RBE and related modeling in carbon-ion therapy2017/12/19119
High-frequency SiPM readout advances measured coincidence time resolution limits in TOF-PET2019/02/27117
DoseNet: a volumetric dose prediction algorithm using 3D fully-convolutional neural networks2018/12/04111
Deep convolutional neural network with transfer learning for rectum toxicity prediction in cervical cancer radiotherapy: a feasibility study2017/10/12109
A computational model of radiolytic oxygen depletion during FLASH irradiation and its effect on the oxygen enhancement ratio2019/09/11108
Automated diagnosis of prostate cancer in multi-parametric MRI based on multimodal convolutional neural networks2017/07/24103
Computer-aided detection of small intestinal ulcer and erosion in wireless capsule endoscopy images2018/08/10100
A 20-channel magnetoencephalography system based on optically pumped magnetometers2017/11/10100
Towards fast online intrafraction replanning for free-breathing stereotactic body radiation therapy with the MR-linac2017/08/2198
Tumor co-segmentation in PET/CT using multi-modality fully convolutional neural network2018/12/2198
Dosimetric evaluation of a commercial proton spot scanning Monte-Carlo dose algorithm: comparisons against measurements and simulations2017/09/1297
Roadmap for metal nanoparticles in radiation therapy: current status, translational challenges, and future directions2020/10/2293
3D prompt gamma imaging for proton beam range verification2018/01/3090