|
gptkbp:instance_of
|
gptkb:television_channel
gptkb:Alumni_Association
|
|
gptkbp:adapted_into
|
gptkb:U-Net_with_Attention
|
|
gptkbp:applies_to
|
Medical Imaging
|
|
gptkbp:based_on
|
U-Net Architecture
|
|
gptkbp:developed_by
|
gptkb:Ozan_Oktay
Biomedical Applications
|
|
gptkbp:enhances
|
Feature Representation
|
|
gptkbp:features
|
gptkb:Attention_Gates
|
|
gptkbp:has_achievements
|
Higher Accuracy
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Attention U-Net
|
|
gptkbp:improves
|
U-Net performance
|
|
gptkbp:includes
|
Skip Connections
|
|
gptkbp:is_adopted_by
|
Universities
Research Labs
Healthcare Institutions
|
|
gptkbp:is_cited_in
|
Numerous Research Papers
|
|
gptkbp:is_compared_to
|
gptkb:Standard_U-Net
|
|
gptkbp:is_designed_for
|
Image Segmentation
|
|
gptkbp:is_documented_in
|
Research Articles
Technical Reports
|
|
gptkbp:is_enhanced_by
|
gptkb:streaming_service
Data Augmentation
|
|
gptkbp:is_evaluated_by
|
gptkb:ISLES_Challenge
BRATS Dataset
Dice Coefficient
Io U Metric
|
|
gptkbp:is_explored_in
|
Conference Papers
Thesis Works
|
|
gptkbp:is_implemented_in
|
gptkb:Graphics_Processing_Unit
gptkb:Py_Torch
|
|
gptkbp:is_known_for
|
Improved Segmentation Accuracy
|
|
gptkbp:is_optimized_for
|
Real-Time Processing
|
|
gptkbp:is_part_of
|
Deep Learning Models
|
|
gptkbp:is_popular_in
|
Computer Vision Community
|
|
gptkbp:is_promoted_by
|
Online Courses
Open Source Projects
Webinars
|
|
gptkbp:is_recognized_for
|
High Performance
Innovative Approach
|
|
gptkbp:is_related_to
|
Instance Segmentation
Semantic Segmentation
|
|
gptkbp:is_supported_by
|
Collaborative Research
Community Contributions
Funding Agencies
|
|
gptkbp:is_tested_for
|
Real Data
Synthetic Data
|
|
gptkbp:is_used_in
|
Cell Segmentation
Organ Segmentation
Brain Tumor Segmentation
Liver Tumor Segmentation
|
|
gptkbp:published_by
|
gptkb:2018
|
|
gptkbp:reduces
|
Overfitting
|
|
gptkbp:requires
|
High Computational Resources
|
|
gptkbp:training
|
Annotated Datasets
|
|
gptkbp:utilizes
|
Attention Mechanism
|
|
gptkbp:bfsParent
|
gptkb:Alumni_Association
|
|
gptkbp:bfsLayer
|
3
|