Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification | Paper Citation Record

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This paper cites McCloskey, Anders Oden, Nicholas C.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification McCloskey, Anders Oden, Nicholas C

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Observation 64436a5f-c06d-46b0-9b0b-4d1700624c29 · outbound

This paper cites Osteoporosis in the european union: medical management, epidemiology and economic burden.Archives of Osteoporosis, 8(1):136, 2013.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Osteoporosis in the european union: medical management, epidemiology and economic burden.Archives of Osteoporosis, 8(1):136, 2013

Reference 2

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Observation 4e3c89da-5304-4ac4-af84-1c005e32e5df · outbound

This paper cites Pathogenesis of glucocorticoid-induced osteoporosis and options for treatment.Nature Reviews Endocrinology, 16(8):437–447, 2020.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Pathogenesis of glucocorticoid-induced osteoporosis and options for treatment.Nature Reviews Endocrinology, 16(8):437–447, 2020

Reference 3

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Observation 66eccc51-df1b-4476-82c1-4a1840343743 · outbound

This paper cites Assessment of osteoporosis at the primary health care level, 2007.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Assessment of osteoporosis at the primary health care level, 2007

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This paper cites Dermatologist- level classification of skin cancer with deep neural networks.Nature, 542(7639):115–118,.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Dermatologist- level classification of skin cancer with deep neural networks.Nature, 542(7639):115–118,

Reference 5

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This paper cites Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs.JAMA, 316(22):2402–2410,.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs.JAMA, 316(22):2402–2410,

Reference 6

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Observation 9b87be81-f6a8-4e5f-bf3b-c8249b0ddbba · outbound

This paper cites Deep learning for osteoporosis classifi- cation using hip radiographs and patient clin- ical covariates.Scientific Reports, 10(1):1534,.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Deep learning for osteoporosis classifi- cation using hip radiographs and patient clin- ical covariates.Scientific Reports, 10(1):1534,

Reference 7

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Observation 52b81854-a9c0-45a0-b1ff-50d5c4c4cf98 · outbound

This paper cites Convolutional neural networks for automated fracture detection and localiza- tion on wrist radiographs.Radiology: Ar- tificial Intelligence, 1(1):e180001, 2019.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Convolutional neural networks for automated fracture detection and localiza- tion on wrist radiographs.Radiology: Ar- tificial Intelligence, 1(1):e180001, 2019

Reference 8

Resolution: verified exact; doi, observed 2026-08-07T13:09:03.541078Z

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Observation 7a429994-75eb-4c8a-be8d-8cc085670a63 · outbound

This paper cites Analysis of ai applications in os- teoporosis and fracture risk assessment: A systematic review.Frontiers in Medicine, 10:1198954, 2023.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Analysis of ai applications in os- teoporosis and fracture risk assessment: A systematic review.Frontiers in Medicine, 10:1198954, 2023

Reference 9

Resolution: verified exact; doi, observed 2026-08-07T13:09:03.243240Z

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Observation c68a3da3-234b-4b54-9110-7d264d48a72a · outbound

This paper cites Deep learning for prediction of bone mineral den- sity from hand radiographs.Radiology: Ar- tificial Intelligence, 4(3):e210229, 2022.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Deep learning for prediction of bone mineral den- sity from hand radiographs.Radiology: Ar- tificial Intelligence, 4(3):e210229, 2022

Reference 10

Resolution: verified exact; doi, observed 2026-08-07T13:09:02.987315Z

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Observation bfe2d7fd-3d12-4bb8-937c-2d1b227a436a · outbound

This paper cites Surapaneni, Richard Friedman, and M.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Surapaneni, Richard Friedman, and M

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This paper cites King-Smith, Danyal Kamil, Unaiza Khalid, Yuli Luo, Leon Rybak, Yilan Zhou, Ashish Saha, Shobhit Teki, Moro O.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification King-Smith, Danyal Kamil, Unaiza Khalid, Yuli Luo, Leon Rybak, Yilan Zhou, Ashish Saha, Shobhit Teki, Moro O

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Observation 6f2965fa-fb5c-4ecc-bb20-bdf76416de9e · outbound

This paper cites Hand x-ray- based deep learning models for prediction of osteoporosis: a comparative study using the osteohand dataset.EBioMedicine, 88:104416,.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Hand x-ray- based deep learning models for prediction of osteoporosis: a comparative study using the osteohand dataset.EBioMedicine, 88:104416,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:10.348880Z

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Observation a74dd716-7a61-4324-b4dc-823dd279a1c9 · outbound

This paper cites A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

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This paper cites Secondopinionneeded: commu- nicating uncertainty in medical machine learn- ing.npj Digital Medicine, 4(1):4, 2021.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Secondopinionneeded: commu- nicating uncertainty in medical machine learn- ing.npj Digital Medicine, 4(1):4, 2021

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Observation e13a096f-0b69-4bb9-8c22-cc389aa18836 · outbound

This paper cites Harrison, and Shun Miao.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Harrison, and Shun Miao

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Observation b415d07a-7cc9-40d3-bf5f-442fb2821c13 · outbound

This paper cites Deep learning for bone mineral density and t-score prediction from chest x-rays: A multicenter study.Biomedicines, 10(9):2323, 2022.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Deep learning for bone mineral density and t-score prediction from chest x-rays: A multicenter study.Biomedicines, 10(9):2323, 2022

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Observation ee0c0112-752c-42b9-a5e3-347c4186f998 · outbound

This paper cites Syme, Alexan- der Bilbily, Saba Zuberi, Maksims Volkovs, Tomi Poutanen, and Mark D.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Syme, Alexan- der Bilbily, Saba Zuberi, Maksims Volkovs, Tomi Poutanen, and Mark D

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Observation 57704eff-e23d-4df1-8365-90be1133e472 · outbound

This paper cites Automated bone mineral density predic- tion and fracture risk assessment using plain radiographs via deep learning.Nature Com- munications, 12:5472, 2021.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Automated bone mineral density predic- tion and fracture risk assessment using plain radiographs via deep learning.Nature Com- munications, 12:5472, 2021

Reference 19

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Observation a566bf8d-b031-4021-93db-f9d541c74cee · outbound

This paper cites Prediction of osteoporosis from simple hip radiography using deep learning algorithm.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Prediction of osteoporosis from simple hip radiography using deep learning algorithm

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Observation 37cfa596-fcad-41a3-a42f-be7bd423db7e · outbound

This paper cites Deep learning for osteoporosis clas- sification using hip radiographs and patient clinical covariates.Biomolecules, 10(11):1534,.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Deep learning for osteoporosis clas- sification using hip radiographs and patient clinical covariates.Biomolecules, 10(11):1534,

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Observation 9d3eeb7d-0317-4fd0-9c6d-c5ca08e56f97 · outbound

This paper cites Ar- tificial intelligence in dental panoramic radio- graphs for osteoporosis screening: A system- atic review.Diagnostics, 14(2):276, 2024.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Ar- tificial intelligence in dental panoramic radio- graphs for osteoporosis screening: A system- atic review.Diagnostics, 14(2):276, 2024

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Observation aa02a0da-c542-4534-b9b3-bc2b8fb638d3 · outbound

This paper cites Development of an artificial intelli- gence system to classify bone quality and pre- dict fracture risk in dental panoramic radio- graphs.Diagnostics, 11(12):2219, 2021.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Development of an artificial intelli- gence system to classify bone quality and pre- dict fracture risk in dental panoramic radio- graphs.Diagnostics, 11(12):2219, 2021

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Observation 795ceac7-5240-441f-908b-cd89722b70b9 · outbound

This paper cites Osteoporosis prediction from hand and wrist x-rays using image segmentation and self-supervised learning, 2023.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Osteoporosis prediction from hand and wrist x-rays using image segmentation and self-supervised learning, 2023

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Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Unresolved cited work

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Observation 67cac9a9-fdc2-4100-9ab2-ea380c41153a · outbound

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Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Unresolved cited work

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Observation 484558d5-5b23-4c7f-b76b-9d6ffb56fe9f · outbound

This paper cites The ex- ploration of feature extraction and machine learning for predicting bone density from sim- ple spine x-ray images in a korean population.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification The ex- ploration of feature extraction and machine learning for predicting bone density from sim- ple spine x-ray images in a korean population

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Observation c705a5c7-eed6-428b-8c8d-1a3b1adf8905 · outbound

This paper cites Deep learning for automatic assessment of vertebral fractures on spine x-ray images: the vfss-10k dataset and a benchmark model.European Radiol- ogy, 31(9):7082–7093, 2021.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Deep learning for automatic assessment of vertebral fractures on spine x-ray images: the vfss-10k dataset and a benchmark model.European Radiol- ogy, 31(9):7082–7093, 2021

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This paper cites Application of artificial intelligence methods on osteoporosis classification with radiographs—a systematic review.Bioengineering, 11(5):484, 2024.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Application of artificial intelligence methods on osteoporosis classification with radiographs—a systematic review.Bioengineering, 11(5):484, 2024

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This paper cites Machine learning value in the diagnosis of vertebral fractures: A system- atic review and meta-analysis.European Jour- nal of Radiology, page 111598, 2024.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Machine learning value in the diagnosis of vertebral fractures: A system- atic review and meta-analysis.European Jour- nal of Radiology, page 111598, 2024

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Observation cea78207-dc69-4d8b-8be4-aaf55119bff6 · outbound

This paper cites Deep learning in the radiologic diagnosis of osteoporosis: a literature review.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Deep learning in the radiologic diagnosis of osteoporosis: a literature review

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This paper cites Deeplearningoflumbarspinex-ray for osteopenia and osteoporosis screening: A multicenter retrospective cohort study.Bone, 140:115561, 2020.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Deeplearningoflumbarspinex-ray for osteopenia and osteoporosis screening: A multicenter retrospective cohort study.Bone, 140:115561, 2020

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Observation 433c4821-f316-437c-96d8-0ae7673b9eec · outbound

This paper cites A tutorial on conformal prediction.Journal of Machine Learning Research, 9:371–421, 2008.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification A tutorial on conformal prediction.Journal of Machine Learning Research, 9:371–421, 2008

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This paper cites Conformalized quantile re- gression.Advances in Neural Information Pro- cessing Systems, 32:3543–3553, 2019.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Conformalized quantile re- gression.Advances in Neural Information Pro- cessing Systems, 32:3543–3553, 2019

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Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Efficientnet: Rethinking model scaling for convolutional neural networks

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Observation c3842dd7-fb44-401e-82c4-405ec501a3e8 · outbound

This paper cites Decoupled Weight Decay Regularization.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Decoupled Weight Decay Regularization

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This paper cites Test- time data augmentation for estimation of het- eroscedastic aleatoric uncertainty in deep neu- ral networks.Medical Imaging with Deep Learning Conference, 2018.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Test- time data augmentation for estimation of het- eroscedastic aleatoric uncertainty in deep neu- ral networks.Medical Imaging with Deep Learning Conference, 2018

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This paper cites Springer, New York, NY,.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Springer, New York, NY,

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This paper cites A Survey of Uncertainty in Deep Neural Networks.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification A Survey of Uncertainty in Deep Neural Networks

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This paper cites An uncertainty-aware multiple-sampling strategy for image-to-image translation.IEEE Sig- nal Processing Letters, 29:867–871, 2022.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification An uncertainty-aware multiple-sampling strategy for image-to-image translation.IEEE Sig- nal Processing Letters, 29:867–871, 2022

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Observation f5c0ff3a-0323-4bf1-ad34-5802393e4d07 · outbound

This paper cites Deep neural networks for automatic detection of osteoporotic vertebral fractures on ct scans.Computers in Biol- ogy and Medicine, 123:103899, 2020.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Deep neural networks for automatic detection of osteoporotic vertebral fractures on ct scans.Computers in Biol- ogy and Medicine, 123:103899, 2020

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This paper cites Predictionofosteoporosisusingmachinelearn- ing based on routine blood test.Journal of Medical Internet Research, 23(3):e25082, 2021.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Predictionofosteoporosisusingmachinelearn- ing based on routine blood test.Journal of Medical Internet Research, 23(3):e25082, 2021

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Observation 1eb577ca-0b35-40db-a714-326ebcaa8de8 · outbound

This paper cites Automatic brain tu- mor segmentation based on cascaded convolu- 11 tional neural networks with uncertainty esti- mation.Medical Image Analysis, 67:101816,.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Automatic brain tu- mor segmentation based on cascaded convolu- 11 tional neural networks with uncertainty esti- mation.Medical Image Analysis, 67:101816,

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Observation 18069e7c-734b-4759-ab54-634e1e5df540 · outbound

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Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Unresolved cited work

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This paper cites doi: 10.1007/ b106715.

Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification doi: 10.1007/ b106715

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Observation b668855f-5ebe-4a7f-9a6d-c01afeb3d2d5 · outbound

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Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Unresolved cited work

Reference 2016

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Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Unresolved cited work

Reference 2017

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Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Unresolved cited work

Reference 2020

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Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Unresolved cited work

Reference 2022

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Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification Unresolved cited work

Reference 2023

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