Research graph
References from Leveraging deep learning to infer continuous predictions from ordinal labels in medical imaging. Local targets link to admitted publications; unresolved targets remain external evidence.
Plus disease in retinopathy of prematurity: a continuous spectrum of vascular abnormality as a basis of diagnostic variability
10.1016/j.ophtha.2016.07.026 · 2016 · External reference
Medical image analysis using convolutional neural networks: a review
10.1007/s10916-018-1088-1 · 2018 · External reference
Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs
10.1001/jama.2016.17216 · 2016 · External reference
Automated diagnosis of plus disease in retinopathy of prematurity using deep convolutional neural networks
10.1001/jamaophthalmol.2018.1934 · 2018 · External reference
Automatic knee osteoarthritis diagnosis from plain radiographs: a deep learning-based approach
10.1038/s41598-018-20132-7 · 2018 · External reference
Performance of a deep learning model vs human reviewers in grading endoscopic disease severity of patients with ulcerative colitis
10.1001/jamanetworkopen.2019.3963 · 2019 · External reference
Clinically applicable deep learning for diagnosis and referral in retinal disease
10.1038/s41591-018-0107-6 · 2018 · External reference
Leveraging uncertainty information from deep neural networks for disease detection
10.1038/s41598-017-17876-z · 2017 · External reference
10.1109/icpr.2016.7899799
10.1109/icpr.2016.7899799 · External reference
Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging
10.1038/s41746-020-0255-1 · 2020 · External reference
10.1117/12.2295942
10.1117/12.2295942 · External reference
Plus disease in retinopathy of prematurity: diagnostic trends in 2016 versus 2007
10.1016/j.ajo.2016.12.025 · 2017 · External reference
10.1145/2090236.2090255
10.1145/2090236.2090255 · External reference
10.3115/1219840.1219855
10.3115/1219840.1219855 · External reference
The Effects of Mandatory Seat Belt Laws on Driving Behavior and Traffic Fatalities
10.1162/003465303772815754 · 2003 · External reference
Insights into Amyotrophic Lateral Sclerosis from a Machine Learning Perspective
10.3390/jcm8101578 · 2019 · External reference
Multi-Institutional Assessment and Crowdsourcing Evaluation of Deep Learning for Automated Classification of Breast Density
10.1016/j.jacr.2020.05.015 · 2020 · External reference
An ordinal regression framework for a deep learning based severity assessment for Chest Radiographs
2024 · External reference
Meta ordinal regression forest for medical image classification with ordinal labels
10.1109/jas.2022.105668 · 2022 · External reference
Ordinal classification with distance regularization for robust brain age prediction
2024 · External reference
10.1007/978-3-031-16452-1_52
10.1007/978-3-031-16452-1_52 · External reference
Evaluation of a deep learning image assessment system for detecting severe retinopathy of prematurity
2018 · External reference
Unresolved reference
External reference
Improving the repeatability of deep learning models with Monte Carlo dropout
10.1038/s41746-022-00709-3 · 2022 · External reference
Retinopathy of prematurity: past, present and future
10.5409/wjcp.v5.i1.35 · 2016 · External reference
The international classification of retinopathy of prematurity revisited
10.1001/archopht.123.7.991 · 2005 · External reference
Monitoring disease progression with a quantitative severity scale for retinopathy of prematurity using deep learning
10.1001/jamaophthalmol.2019.2433 · 2019 · External reference
Global, regional prevalence, incidence and risk factors of knee osteoarthritis in population-based studies
10.1016/j.eclinm.2020.100587 · 2020 · External reference
Radiological assessment of osteo-arthrosis
10.1136/ard.16.4.494 · 1957 · External reference
Unresolved reference
External reference
Quantitative classification of mammographic densities and breast cancer risk: results from the Canadian National Breast Screening Study
10.1093/jnci/87.9.670 · 1995 · External reference
Supplemental MRI screening for women with extremely dense breast tissue
10.1056/nejmoa1903986 · 2019 · External reference
Diagnostic performance of digital versus film mammography for breast-cancer screening
10.1056/nejmoa052911 · 2005 · External reference
10.1007/978-3-642-13666-5_46
10.1007/978-3-642-13666-5_46 · External reference
Volumetric breast density affects performance of digital screening mammography
10.1007/s10549-016-4090-7 · 2017 · External reference
10.7551/mitpress/7503.003.0113
10.7551/mitpress/7503.003.0113 · External reference
10.1109/cvpr.2016.532
10.1109/cvpr.2016.532 · External reference
10.1142/9789812797926_0003
10.1142/9789812797926_0003 · External reference
Rank consistent ordinal regression for neural networks with application to age estimation
10.1016/j.patrec.2020.11.008 · 2020 · External reference
10.1109/cvpr.2016.90
10.1109/cvpr.2016.90 · External reference
Detection of Ovulation
10.1136/bmj.2.5108.1355-c · 1958 · External reference
10.1109/isbi53787.2023.10230453
10.1109/isbi53787.2023.10230453 · External reference
Plus disease in retinopathy of prematurity: improving diagnosis by ranking disease severity and using quantitative image analysis
10.1016/j.ophtha.2016.07.020 · 2016 · External reference
Validity and reliability of three definitions of hip osteoarthritis: cross sectional and longitudinal approach
10.1136/ard.2003.016477 · 2004 · External reference
Inter- and intraradiologist variability in the BI-RADS assessment and breast density categories for screening mammograms
10.1259/bjr/21256379 · 2012 · External reference
