As discussed in Section 7.2.4, both expert-based and deep learning (DL) approaches have respective strengths and shortcomings in realistic trajectory modeling, and the combination of both methods has the penitential for improved performance. Thus, in collaboration with Hao Cheng, we conduct a ...
History 51 Commits Data Keras_models Batch_Train CNN_ECG.py Conv1D_ECG.py Conv_Deep.py Dense_ECG.py LICENSE MIT-BH.zip README.md RNN_ECG.py training2017.zip README MIT license DeepECG ECG classification programs based on ML/DL methods. There are two datasets: ...
[29 August 2022] [Computer Methods and Programs in Biomedicine] [Paper] Simultaneously optimizing sampling pattern for joint acceleration of multi-contrast MRI using model-based deep learning Sunghun Seo, Huan Minh Luu, Seung Hong Choi, and Sung-Hong Park ...
Generally, deep learning approaches take an entire input image and an associated trimap to infer the alpha matte using convolutional neural networks. Such methods however may fail when dealing with high-resolution input images in sizes of 5000×5000 pixels or higher due to hardware limitations....
datasetscontains the data augmentation methods and the Pytorch datasets for 1D and 2D signals. modelscontains the models used in this project. utilscontains the functions for realization of the training procedure. Usage download datasets use the train.py to test MLP, CNN, and MLP models ...
PURPOSE :A phase correction method for high-resolution multi-shot (MSH) diffusion weighted imaging (DWI) is proposed. The efficacy and generalization capability of the method were validated on both healthy volunteers and patients. THEORY AND METHODS :Conventionally, inter-shot phase variations for MSH...
datasetscontains the data augmentation methods and the Pytorch datasets for 1D and 2D signals. modelscontains the models used in this project. utilscontains the functions for realization of the training procedure. Usage download datasets use the train.py to test MLP, CNN, and MLP models ...
On MS Windows, the usual methods of FFmpeg installation will not work. You must download an MSYS2-compatible version of FFmpeg. This can be done in the setup window, or from Tartube's main menu: click Operations > Install FFmpeg...There...
Drug–target interactions (DTIs) play a vital role in drug development, as accurately predicting them can speed up discovery and lower costs. However, traditional DTI identification methods are costly and time-intensive, mainly due to the complex nature of molecular and protein spaces. Furth...
Based on the above results, we know that both “weak public-key” and “same private-key” attack methods are very harmful to the users’ security. However, if we could incorporate the following three key-checking mechanisms or computations, then we could ensure that these kinds of attacks ...