These tools will no longer be maintained as of December 31, 2024. Archived website can be found here. PubMed4Hh GitHub repository can be found here. Contact NLM Customer Service if you have questions.
5. Technical and clinical overview of deep learning in radiology. Ueda D; Shimazaki A; Miki Y Jpn J Radiol; 2019 Jan; 37(1):15-33. PubMed ID: 30506448 [TBL] [Abstract][Full Text] [Related]
6. Intelligent imaging: Applications of machine learning and deep learning in radiology. Currie G; Rohren E Vet Radiol Ultrasound; 2022 Dec; 63 Suppl 1():880-888. PubMed ID: 36514225 [TBL] [Abstract][Full Text] [Related]
7. Hello World Deep Learning in Medical Imaging. Lakhani P; Gray DL; Pett CR; Nagy P; Shih G J Digit Imaging; 2018 Jun; 31(3):283-289. PubMed ID: 29725961 [TBL] [Abstract][Full Text] [Related]
8. Radiomics and deep learning in liver diseases. Sung YS; Park B; Park HJ; Lee SS J Gastroenterol Hepatol; 2021 Mar; 36(3):561-568. PubMed ID: 33709608 [TBL] [Abstract][Full Text] [Related]
9. Uncertainty quantification in skin cancer classification using three-way decision-based Bayesian deep learning. Abdar M; Samami M; Dehghani Mahmoodabad S; Doan T; Mazoure B; Hashemifesharaki R; Liu L; Khosravi A; Acharya UR; Makarenkov V; Nahavandi S Comput Biol Med; 2021 Aug; 135():104418. PubMed ID: 34052016 [TBL] [Abstract][Full Text] [Related]
10. Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI. Tanno R; Worrall DE; Kaden E; Ghosh A; Grussu F; Bizzi A; Sotiropoulos SN; Criminisi A; Alexander DC Neuroimage; 2021 Jan; 225():117366. PubMed ID: 33039617 [TBL] [Abstract][Full Text] [Related]
11. Calibrated uncertainty estimation for interpretable proton computed tomography image correction using Bayesian deep learning. Nomura Y; Tanaka S; Wang J; Shirato H; Shimizu S; Xing L Phys Med Biol; 2021 Mar; 66(6):065029. PubMed ID: 33626513 [TBL] [Abstract][Full Text] [Related]
12. Deep learning based uncertainty prediction of deformable image registration for contour propagation and dose accumulation in online adaptive radiotherapy. Smolders A; Lomax A; Weber DC; Albertini F Phys Med Biol; 2023 Dec; 68(24):. PubMed ID: 37820691 [No Abstract] [Full Text] [Related]
13. Uncertainty-aware physics-driven deep learning network for free-breathing liver fat and R Shih SF; Kafali SG; Calkins KL; Wu HH Magn Reson Med; 2023 Apr; 89(4):1567-1585. PubMed ID: 36426730 [TBL] [Abstract][Full Text] [Related]
14. Deep learning uncertainty and confidence calibration for the five-class polyp classification from colonoscopy. Carneiro G; Zorron Cheng Tao Pu L; Singh R; Burt A Med Image Anal; 2020 May; 62():101653. PubMed ID: 32172037 [TBL] [Abstract][Full Text] [Related]
15. NPBDREG: Uncertainty assessment in diffeomorphic brain MRI registration using a non-parametric Bayesian deep-learning based approach. Khawaled S; Freiman M Comput Med Imaging Graph; 2022 Jul; 99():102087. PubMed ID: 35716509 [TBL] [Abstract][Full Text] [Related]
16. Clinical Implementation of Deep Learning in Thoracic Radiology: Potential Applications and Challenges. Hwang EJ; Park CM Korean J Radiol; 2020 May; 21(5):511-525. PubMed ID: 32323497 [TBL] [Abstract][Full Text] [Related]
17. Context aware deep learning for brain tumor segmentation, subtype classification, and survival prediction using radiology images. Pei L; Vidyaratne L; Rahman MM; Iftekharuddin KM Sci Rep; 2020 Nov; 10(1):19726. PubMed ID: 33184301 [TBL] [Abstract][Full Text] [Related]
18. Cardiac MRI segmentation with sparse annotations: Ensembling deep learning uncertainty and shape priors. Guo F; Ng M; Kuling G; Wright G Med Image Anal; 2022 Oct; 81():102532. PubMed ID: 35872359 [TBL] [Abstract][Full Text] [Related]
19. Current applications and future directions of deep learning in musculoskeletal radiology. Chea P; Mandell JC Skeletal Radiol; 2020 Feb; 49(2):183-197. PubMed ID: 31377836 [TBL] [Abstract][Full Text] [Related]
20. Clinical assessment of deep learning-based uncertainty maps in lung cancer segmentation. Maruccio FC; Eppinga W; Laves MH; Navarro RF; Salvi M; Molinari F; Papaconstadopoulos P Phys Med Biol; 2024 Jan; 69(3):. PubMed ID: 38171012 [No Abstract] [Full Text] [Related] [Next] [New Search]