Neurology | Psychiatry Autism spectrum disorder diagnosis with EEG signals using time series maps of brain functional connectivity and a combined CNN-LSTM model. April 28, 2024
Traffic Safety | Transportation Engineering A variable speed limit control approach for freeway tunnels based on the model-based reinforcement learning framework with safety perception. April 13, 2024
Oncology | Radiology Using a deep learning prior for accelerating hyperpolarized C MRSI on synthetic cancer datasets. March 5, 2024
Oncology | Radiology A deep learning model integrating multisequence MRI to predict EGFR mutation subtype in brain metastases from non-small cell lung cancer. January 3, 2024
Nuclear Medicine | Radiology Spach Transformer: Spatial and Channel-wise Transformer Based on Local and Global Self-attentions for PET Image Denoising. November 23, 2023
Data Science | Machine Learning | Traffic Safety Crash injury severity prediction considering data imbalance: A Wasserstein generative adversarial network with gradient penalty approach. September 2, 2023
Artificial Intelligence | Automotive Engineering | Computer Science Data generation for connected and automated vehicle tests using deep learning models. June 28, 2023
Bioinformatics | Genomics SENet: A deep learning framework for discriminating super- and typical enhancers by sequence information. June 22, 2023
Pulmonology | Radiology Neural network-based model for evaluating inert nodules and volume doubling time in T1 lung adenocarcinoma: a nested case-control study. June 9, 2023
Neurology | Radiology TransMorph: Transformer for unsupervised medical image registration. September 26, 2022
Cardiology | Radiology Deep Learning-Based Automated Detection of Arterial Vessel Wall and Plaque on Magnetic Resonance Vessel Wall Images. June 20, 2022
Data Science | Transportation Engineering Application of explainable machine learning for real-time safety analysis toward a connected vehicle environment. May 11, 2022