Cargando…

A Multimodal Deep Learning Approach to Predicting Systemic Diseases from Oral Conditions

Background: It is known that oral diseases such as periodontal (gum) disease are closely linked to various systemic diseases and disorders. Deep learning advances have the potential to make major contributions to healthcare, particularly in the domains that rely on medical imaging. Incorporating non...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhao, Dan, Homayounfar, Morteza, Zhen, Zhe, Wu, Mei-Zhen, Yu, Shuk Yin, Yiu, Kai-Hang, Vardhanabhuti, Varut, Pelekos, George, Jin, Lijian, Koohi-Moghadam, Mohamad
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9777898/ https://www.ncbi.nlm.nih.gov/pubmed/36553200 http://dx.doi.org/10.3390/diagnostics12123192

Ejemplares similares

Self-supervised region-aware segmentation of COVID-19 CT images using 3D GAN and contrastive learning
por: Shabani, Siyavash, et al.
Publicado: (2022)

Early stage NSCLS patients’ prognostic prediction with multi-information using transformer and graph neural network model
por: Lian, Jie, et al.
Publicado: (2022)

CT scan AI-aided triage for patients with COVID-19 in China
por: Vardhanabhuti, Varut
Publicado: (2020)

Differential Impact of COVID-19 on Cancer Diagnostic Services Based on Body Regions: A Public Facility-Based Study in Hong Kong
por: Vardhanabhuti, Varut, et al.
Publicado: (2021)

Chest-Related Imaging Investigations During Multiple Waves of COVID-19 Infection in Hong Kong
por: Ng, Kei Shing, et al.
Publicado: (2021)

Dropout in Neural Networks Simulates the Paradoxical Effects of Deep Brain Stimulation on Memory
por: Tan, Shawn Zheng Kai, et al.
Publicado: (2020)

Deep learning-based thigh muscle segmentation for reproducible fat fraction quantification using fat–water decomposition MRI
por: Ding, Jie, et al.
Publicado: (2020)

Towards visceral fat estimation at population scale: correlation of visceral adipose tissue assessment using three-dimensional cross-sectional imaging with BIA, DXA, and single-slice CT
por: Chan, Benjamin, et al.
Publicado: (2023)

Deep Learning Predicts the Malignant-Transformation-Free Survival of Oral Potentially Malignant Disorders
por: Adeoye, John, et al.
Publicado: (2021)

Diagnostic accuracy of a point‐of‐care aMMP‐8 test in the discrimination of periodontal health and disease
por: Deng, Ke, et al.
Publicado: (2021)

Gingival bleeding on brushing as a sentinel sign of gingival inflammation: A diagnostic accuracy trial for the discrimination of periodontal health and disease
por: Deng, Ke, et al.
Publicado: (2021)

Stabilizing deep tomographic reconstruction: Part A. Hybrid framework and experimental results
por: Wu, Weiwen, et al.
Publicado: (2022)

Stabilizing deep tomographic reconstruction: Part B. Convergence analysis and adversarial attacks
por: Wu, Weiwen, et al.
Publicado: (2022)

Joint Cancer Segmentation and PI-RADS Classification on Multiparametric MRI Using MiniSegCaps Network
por: Jiang, Wenting, et al.
Publicado: (2023)

Photon-Counting CT Material Decomposition in Bone Imaging
por: Bhattarai, Abhisek, et al.
Publicado: (2023)

Factors That Affect PERCIST-Defined Test-Retest Comparability: An Exploration of Feasibility in Routine Clinical Practice
por: Yuan, Hui, et al.
Publicado: (2015)

Predicting CT-Based Coronary Artery Disease Using Vascular Biomarkers Derived from Fundus Photographs with a Graph Convolutional Neural Network
por: Huang, Fan, et al.
Publicado: (2022)

Cardiac magnetic resonance for asymptomatic patients with type 2 diabetes and cardiovascular high risk (CATCH): a pilot study
por: Ng, Ming-Yen, et al.
Publicado: (2020)

Comparison of image quality between filtered back-projection and the adaptive statistical and novel model-based iterative reconstruction techniques in abdominal CT for renal calculi
por: Vardhanabhuti, Varut, et al.
Publicado: (2013)

In Vitro and Ex Vivo Kinetic Release Profile of Growth Factors and Cytokines from Leucocyte- and Platelet-Rich Fibrin (L-PRF) Preparations
por: Wang, Xuzhu, et al.
Publicado: (2022)

Semisupervised white matter hyperintensities segmentation on MRI
por: Huang, Fan, et al.
Publicado: (2022)

A Proposed Framework for Machine Learning-Aided Triage in Public Specialty Ophthalmology Clinics in Hong Kong
por: Li, Yalsin Yik Sum, et al.
Publicado: (2021)

Image-spectral decomposition extended-learning assisted by sparsity for multi-energy computed tomography reconstruction
por: Wang, Shaoyu, et al.
Publicado: (2022)

Imaging-Based Deep Graph Neural Networks for Survival Analysis in Early Stage Lung Cancer Using CT: A Multicenter Study
por: Lian, Jie, et al.
Publicado: (2022)

Multimodal treatment options for bilobar colorectal liver metastases
por: Homayounfar, Kia, et al.
Publicado: (2010)

The Therapeutic Effect of Shark Liver Oil in a Rat Model of Acetic Acid-Induced Ulcerative Colitis
por: Samimi, Nastaran, et al.
Publicado: (2020)

Machine Learning and Radiomics Applications in Esophageal Cancers Using Non-Invasive Imaging Methods—A Critical Review of Literature
por: Xie, Chen-Yi, et al.
Publicado: (2021)

Construction of machine learning-based models for cancer outcomes in low and lower-middle income countries: A scoping review
por: Adeoye, John, et al.
Publicado: (2022)

Osteogenic Circulating Endothelial Progenitor Cells are Associated with Vascular Aging of the Large Arteries in Rheumatoid Arthritis
por: Chan, Yap-Hang, et al.
Publicado: (2022)

Predicting multiple sclerosis severity with multimodal deep neural networks
por: Zhang, Kai, et al.
Publicado: (2023)

Discrimination of pulmonary ground-glass opacity changes in COVID‐19 and non-COVID-19 patients using CT radiomics analysis
por: Xie, Chenyi, et al.
Publicado: (2020)

Design and synthesis of chiral DOTA-based MRI contrast agents with remarkable relaxivities
por: Zhang, Junhui, et al.
Publicado: (2023)

Deep Multimodal Clustering with Cross Reconstruction
por: Zhang, Xianchao, et al.
Publicado: (2020)

Brain Tumor Segmentation and Survival Prediction Using Multimodal MRI Scans With Deep Learning
por: Sun, Li, et al.
Publicado: (2019)

Single-Component Bismuth Nanoparticles as a Theranostic Agent for Multimodal Imaging-Guided Glioma Therapy
por: Lu, Shu-Ting, et al.
Publicado: (2019)

Predictive value of high-sensitivity troponin-I for future adverse cardiovascular outcome in stable patients with type 2 diabetes mellitus
por: Yiu, Kai-Hang, et al.
Publicado: (2014)

Molecular Subtypes of Oral Squamous Cell Carcinoma Based on Immunosuppression Genes Using a Deep Learning Approach
por: Li, Simin, et al.
Publicado: (2021)

Association between adipocyte fatty acid-binding protein with left ventricular remodelling and diastolic function in type 2 diabetes: a prospective echocardiography study
por: Wu, Mei-Zhen, et al.
Publicado: (2020)

Assessment of Intratumoral and Peritumoral Computed Tomography Radiomics for Predicting Pathological Complete Response to Neoadjuvant Chemoradiation in Patients With Esophageal Squamous Cell Carcinoma
por: Hu, Yihuai, et al.
Publicado: (2020)

B-Value Optimization in the Estimation of Intravoxel Incoherent Motion Parameters in Patients with Cervical Cancer
por: Perucho, Jose Angelo Udal, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_anj93448cj2670244nuejb3420