posted by organizer: zhangyudong || 2218 views || tracked by 5 users: [display]

CMAIMI 2022 : Computer Modeling of Artificial Intelligence and Medical Imaging

FacebookTwitterLinkedInGoogle

Link: https://www.techscience.com/CMES/special_detail/ai_medical_imaging
 
When N/A
Where N/A
Abstract Registration Due Jun 1, 2022
Submission Deadline Jul 1, 2022
Notification Due Aug 1, 2022
Final Version Due Sep 1, 2022
Categories    deep learning   artificial intelligence   medical imaging   computer modeling
 

Call For Papers

Over the recent years, we have seen artificial intelligence (AI) methods reforming the zone of medical imaging. Many AI-based models have been created and improved to related medical image analysis and interpretation. Particularly, deep learning (DL) methods have exhibited brilliant performances in the screening and diagnosing of numerous disorders and diseases. A challenge of AI-driven products is to develop more accurate diagnosis systems through DL models by taking benefits of learning patterns and relationships directly from medical imaging data.


This Special Section aims to invite original research papers that report the latest advances of medical imaging-oriented AI models. Submissions should clarify the substantive improvements on work that has already been published, accepted for publication, or submitted in parallel to other conferences or journals.


The topics of interest include but are not limited to following


Ø Advanced AI and DL models

Ø Supervised or semi-supervised learning

Ø Diagnosis using biomarkers and imaging-based methods

Ø Transfer learning methods for diagnosis and segmentation

Ø Genotype, phenotype, and pathogenesis

Ø Explainable/Trustworthy AI-based prediction, segmentation, and diagnosis

Ø Medical and healthcare equipment/resources supply chain management

Ø Wearable sensors or IoT based public health support, patient behavior and emotion monitoring

Ø VR/AR computer-aided diagnosis system

Ø 2D and 3D visualization

Ø Design and development of vaccine & targeted drug

Ø Epidemic dynamics prediction and forecast

Ø Graph neural network

Ø Computational prediction of protein structure associated with virus

Ø Socio-economic impacts of infectious disease interventions

Ø Survival and risk of recurrence estimation

Ø Recovery prediction in rehabilitation

Ø Potential therapeutics

Ø Public health system or strategies

Ø Medical image registration

Ø Radiomics

Related Resources

CSIT 2024   IEEE 19th International Conference on Computer Science and Information Technologies
ACM-Ei/Scopus-CCISS 2024   2024 International Conference on Computing, Information Science and System (CCISS 2024)
CPAIOR 2024   International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research
ECAI 2024   27th European Conference on Artificial Intelligence
NLE Special Issue 2024   Natural Language Engineering- Special issue on NLP Approaches for Computational Analysis of Social Media Texts for Online Well-being and Social Order
CCVPR 2024   2024 International Joint Conference on Computer Vision and Pattern Recognition (CCVPR 2024)
IEEE-JBHI (SI) 2024   Special Issue on Revolutionizing Healthcare Informatics with Generative AI: Innovations and Implications
ICDM 2024   IEEE International Conference on Data Mining
SOICT 2024   The 13th International Symposium on Information and Communication Technology
WVC 2024   XIX - Workshop on Computer Vision