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Microscopic Hyperspectral Image Classification Based on Fusion Transformer With Parallel CNN.
IEEE journal of biomedical and health informatics
Jun 5, 2023
Microscopic hyperspectral image (MHSI) has received considerable attention in the medical field. The wealthy spectral information provides potentially powerful identification ability when combining with advanced convolutional neural network (CNN). Ho...
Adaptive Optimal Control of Hybrid Electric Vehicle Power Battery via Policy Learning.
Computational intelligence and neuroscience
May 29, 2023
An online policy learning algorithm is used to solve the optimal control problem of the power battery state of charge (SOC) observer for the first time. The design of adaptive neural network (NN) optimal control is studied for the nonlinear power bat...
Can ChatGPT be Trusted for Consulting? Uncovering Doctor's Perceptions Using Deep Learning Techniques.
Annals of biomedical engineering
May 19, 2023
Since the introduction of ChatGPT by OpenAI in late 2022, the question of whether doctors can employ it for consultation has been a subject of debate. ChatGPT is a deep learning model trained on a vast dataset, but concerns about the reliability of i...
Exploring Transformer and Graph Convolutional Networks for Human Mobility Modeling.
Sensors (Basel, Switzerland)
May 16, 2023
The estimation of human mobility patterns is essential for many components of developed societies, including the planning and management of urbanization, pollution, and disease spread. One important type of mobility estimator is the next-place predic...
Understanding the Perceptions of Healthcare Researchers Regarding ChatGPT: A Study Based on Bidirectional Encoder Representation from Transformers (BERT) Sentiment Analysis and Topic Modeling.
Annals of biomedical engineering
May 2, 2023
In this study, we have used deep learning techniques to understand the perception of researchers in the healthcare sector about the recently introduced chat generative pre-trained transformer (ChatGPT). Ever since the launch of ChatGPT, there have be...
Potential Use of Artificial Intelligence in Infectious Disease: Take ChatGPT as an Example.
Annals of biomedical engineering
Apr 19, 2023
Over the past month, a new AI model called Chatbot Generative Pre-trained Transformer (ChatGPT), has received enormous attention in the media and scientific communities due to its ability to process and respond to commands in a humanistic fashion. As...
Talk with ChatGPT About the Outbreak of Mpox in 2022: Reflections and Suggestions from AI Dimensions.
Annals of biomedical engineering
Apr 8, 2023
In the era of big data, generative artificial intelligence (AI) models are currently in a boom. The Chatbot Generative Pre-trained Transformer (ChatGPT), a large language model (LLM) developed by OpenAI (San Francisco, CA), is a type of AI software t...
G2GT: Retrosynthesis Prediction with Graph-to-Graph Attention Neural Network and Self-Training.
Journal of chemical information and modeling
Mar 22, 2023
Retrosynthesis prediction, the task of identifying reactant molecules that can be used to synthesize product molecules, is a fundamental challenge in organic chemistry and related fields. To address this challenge, we propose a novel graph-to-graph t...
Yolo-Pest: An Insect Pest Object Detection Algorithm via CAC3 Module.
Sensors (Basel, Switzerland)
Mar 17, 2023
Insect pests have always been one of the main hazards affecting crop yield and quality in traditional agriculture. An accurate and timely pest detection algorithm is essential for effective pest control; however, the existing approach suffers from a ...
Object Detection Based on Swin Deformable Transformer-BiPAFPN-YOLOX.
Computational intelligence and neuroscience
Mar 9, 2023
Object detection technology plays a crucial role in people's everyday lives, as well as enterprise production and modern national defense. Most current object detection networks, such as YOLOX, employ convolutional neural networks instead of a Transf...
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