Advances in AI for Health and Medical Applications
Materialtyp:
ArtikelUtgivningsinformation: MDPI - Multidisciplinary Digital Publishing Institute 2024Beskrivning: 1 electronic resource (214 p.)Innehållstyp: - text
- computer
- online resource
- 9783725803675
- 9783725803682
- Computing and Information Technology
- Computer science
- 3D image stacks
- AI in health
- AI-powered behavioral change support systems
- CNN
- COVID-19
- CT images
- Dice score
- FKG-Pairs
- HIV
- Hong Kong
- RNN
- U-Net
- Unet
- affective
- artificial intelligence
- autoencoders
- behavior change techniques
- brain tumor
- chest CT
- classification
- colon cancer
- community
- computational modeling
- decision making
- deep learning
- depression screening
- detection
- diabetes mellitus
- digital phenotype
- disease diagnosis
- e-Clinical assistance
- emergency department
- emotion
- feature importance
- feature selection
- fuzzy knowledge graph
- hospital
- identification
- image classification
- localization
- machine learning
- motivation
- multi-class
- multi-modal medical image
- older adult
- outcome prediction
- overfitting
- passive sensing
- patient
- pervasive health system
- preeclampsia
- progression prediction
- public health
- region of interest
- semantic segmentation
- severity assessment
- survey
- temperature
- wavelet transforms
- wearable devices
Open Access Unrestricted online access star
The past decade has witnessed an explosive growth in the development and use of artificial intelligence (AI) across diverse fields; healthcare is no exception. In fact, AI is at the forefront of driving pivotal changes in the healthcare sector, opening up innovative and enhanced methods of care delivery. It holds the potential to have profound impacts on contemporary healthcare challenges. By leveraging AI, we can uncover patterns within vast clinical datasets and develop sophisticated computational reasoning methods that support human decision making. This Special Issue endeavours to spotlight the cutting-edge developments of AI in the healthcare and medical fields, and it proudly features twelve manuscripts encompassing a diverse array of original research and review articles. The collection of articles span from theoretical frameworks to practical applications, addressing everything from diagnosis and treatment to healthcare management and public health.
Creative Commons Licence cc by-nc-nd cc https://creativecommons.org/licenses/by-nc-nd/4.0/
eng
Freely available e-book