Cargando…

Effective End-to-End Deep Learning Process in Medical Imaging Using Independent Task Learning: Application for Diagnosis of Maxillary Sinusitis

PURPOSE: This study aimed to propose an effective end-to-end process in medical imaging using an independent task learning (ITL) algorithm and to evaluate its performance in maxillary sinusitis applications. MATERIALS AND METHODS: For the internal dataset, 2122 Waters’ view X-ray images, which inclu...

Descripción completa

Detalles Bibliográficos
Autores principales:	Oh, Jang-Hoon, Kim, Hyug-Gi, Lee, Kyung Mi, Ryu, Chang-Woo, Park, Soonchan, Jang, Ji Hye, Choi, Hyun Seok, Kim, Eui Jong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Yonsei University College of Medicine 2021
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8612852/ https://www.ncbi.nlm.nih.gov/pubmed/34816643 http://dx.doi.org/10.3349/ymj.2021.62.12.1125

Ejemplares similares

Deep learning-based detection algorithm for brain metastases on black blood imaging
por: Oh, Jang-Hoon, et al.
Publicado: (2022)

Developing and Evaluating Deep Learning Algorithms for Object Detection: Key Points for Achieving Superior Model Performance
por: Oh, Jang-Hoon, et al.
Publicado: (2023)

Task-Driven Learned Hyperspectral Data Reduction Using End-to-End Supervised Deep Learning
por: Zeegers, Mathé T., et al.
Publicado: (2020)

CT pattern analysis of necrotizing and nonnecrotizing lymph nodes in Kikuchi disease
por: Shim, Eun Jung, et al.
Publicado: (2017)

Diagnostic Performance of High-Resolution Vessel Wall Magnetic Resonance Imaging and Digital Subtraction Angiography in Intracranial Vertebral Artery Dissection
por: Ryu, Jiwook, et al.
Publicado: (2022)

End-to-end dialogue structure parsing on multi-floor dialogue based on multi-task learning
por: Kawano, Seiya, et al.
Publicado: (2023)

Correlations between anatomic variations of maxillary sinus ostium and postoperative complication after sinus lifting
por: Lee, Jang Won, et al.
Publicado: (2016)

Carcinosarcoma of the Maxillary Sinus
por: Moon, Jeong-Ki, et al.
Publicado: (2013)

Deep learning for end-to-end kidney cancer diagnosis on multi-phase abdominal computed tomography
por: Uhm, Kwang-Hyun, et al.
Publicado: (2021)

An Anatomic Study on the Maxillary Sinus Mucosal Thickness and the Distance between the Maxillary Sinus Ostium and Sinus Floor for the Maxillary Sinus Augmentation
por: Lee, Il Hwan, et al.
Publicado: (2020)

Deep Active Learning for Automatic Segmentation of Maxillary Sinus Lesions Using a Convolutional Neural Network
por: Jung, Seok-Ki, et al.
Publicado: (2021)

Treatment outcome of maxillary sinus cancer
por: Won, Hye Sung, et al.
Publicado: (2009)

A review of complications of maxillary sinus augmentation and available treatment methods
por: Kim, Joongmin, et al.
Publicado: (2019)

RF-Enabled Deep-Learning-Assisted Drone Detection and Identification: An End-to-End Approach
por: Alam, Syed Samiul, et al.
Publicado: (2023)

Multiple myeloma with intractable lumbar pain and diagnostic challenge with MRI: A case report
por: Myung, Min Jae, et al.
Publicado: (2021)

Open Maxillary Sinus with Concomitant Maxillary Sinusitis
por: Weisse, Faneuil D.
Publicado: (1899)

A Simple and Safe Approach for Maxillary Sinus Augmentation with the Advanced Surgical Guide
por: Cho, Seoung-Won, et al.
Publicado: (2020)

Pseudoaneurysm in the Internal Maxillary Artery Occurring After Endoscopic Sinus Surgery
por: Lee, Eun Jung, et al.
Publicado: (2016)

Tasks for independent language learning /
Publicado: (1996)

An end-to-end multi-task system of automatic lesion detection and anatomical localization in whole-body bone scintigraphy by deep learning
por: Huang, Kaibin, et al.
Publicado: (2022)

Histopathology of maxillary sinus mucosa with odontogenic maxillary sinusitis
por: Sato, Kiminori, et al.
Publicado: (2020)

Evaluation of clinical outcomes of implants placed into the maxillary sinus with a perforated sinus membrane: a retrospective study
por: Kim, Gwang-Seok, et al.
Publicado: (2016)

Survival rate of Astra Tech implants with maxillary sinus lift
por: Yoon, Wook-Jae, et al.
Publicado: (2014)

Quantitative susceptibility mapping to evaluate the early stage of Alzheimer's disease()
por: Kim, Hyug-Gi, et al.
Publicado: (2017)

End-to-end Deep Learning Inference in CMS software framework
por: CMS Collaboration
Publicado: (2023)

Does Exposure to Computed Tomography Contrast Media Increase Risk of End-Stage Renal Disease?
por: Lim, Eunsoo, et al.
Publicado: (2020)

Aux-MVNet: Auxiliary Classifier-Based Multi-View Convolutional Neural Network for Maxillary Sinusitis Diagnosis on Paranasal Sinuses View
por: Lim, Sang-Heon, et al.
Publicado: (2022)

Treatment of dental implant displacement into the maxillary sinus
por: An, Jun-Hyeong, et al.
Publicado: (2017)

Proximity of maxillary molar apexes to the cortical bone surface and the maxillary sinus
por: Lee, Han Shin, et al.
Publicado: (2022)

Correlation of Intraoperative End-Tidal Carbon Dioxide Concentration on Postoperative Hospital Stay in Patients Undergoing Pylorus-Preserving Pancreaticoduodenectomy
por: Park, Ji-Hoon, et al.
Publicado: (2021)

Definition and management of odontogenic maxillary sinusitis
por: Kim, Soung Min
Publicado: (2019)

Exploring End-to-end Deep Learning Applications for Event Classification at CMS
por: Andrews, Michael Benjamin, et al.
Publicado: (2018)

End-to-End Learning Framework for IMU-Based 6-DOF Odometry
por: Silva do Monte Lima, João Paulo, et al.
Publicado: (2019)

Reinforcement Learning-Based End-to-End Parking for Automatic Parking System
por: Zhang, Peizhi, et al.
Publicado: (2019)

Fully end-to-end deep-learning-based diagnosis of pancreatic tumors
por: Si, Ke, et al.
Publicado: (2021)

End-to-End Autonomous Exploration with Deep Reinforcement Learning and Intrinsic Motivation
por: Ruan, Xiaogang, et al.
Publicado: (2021)

An End-to-End Deep Learning Approach for State Recognition of Multifunction Radars
por: Xu, Xinsong, et al.
Publicado: (2022)

End-to-end learning of multiple sequence alignments with differentiable Smith–Waterman
por: Petti, Samantha, et al.
Publicado: (2022)

End-to-End Deep Learning Method for Detection of Invasive Parkinson’s Disease
por: Mahmood, Awais, et al.
Publicado: (2023)

End to end stroke triage using cerebrovascular morphology and machine learning
por: Deshpande, Aditi, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_01gvntb619rf9es4dn5n0l4l97