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.
3. Epistemic uncertainty quantification in deep learning classification by the Delta method. Nilsen GK; Munthe-Kaas AZ; Skaug HJ; Brun M Neural Netw; 2022 Jan; 145():164-176. PubMed ID: 34749029 [TBL] [Abstract][Full Text] [Related]
4. Uncertainty quantification in multi-class image classification using chest X-ray images of COVID-19 and pneumonia. Whata A; Dibeco K; Madzima K; Obagbuwa I Front Artif Intell; 2024; 7():1410841. PubMed ID: 39359646 [TBL] [Abstract][Full Text] [Related]
5. Direct quantification of epistemic and aleatoric uncertainty in 3D U-net segmentation. Jones CK; Wang G; Yedavalli V; Sair H J Med Imaging (Bellingham); 2022 May; 9(3):034002. PubMed ID: 35692283 [No Abstract] [Full Text] [Related]
6. Uncertainty-aware image classification on 3D CT lung. Zahari R; Cox J; Obara B Comput Biol Med; 2024 Apr; 172():108324. PubMed ID: 38508053 [TBL] [Abstract][Full Text] [Related]
7. Uncertainty quantification via localized gradients for deep learning-based medical image assessments. Schott B; Pinchuk D; Santoro-Fernandes V; Klaneček Ž; Rivetti L; Deatsch A; Perlman S; Li Y; Jeraj R Phys Med Biol; 2024 Jul; 69(15):. PubMed ID: 38981594 [No Abstract] [Full Text] [Related]
8. Objective evaluation of deep uncertainty predictions for COVID-19 detection. Asgharnezhad H; Shamsi A; Alizadehsani R; Khosravi A; Nahavandi S; Sani ZA; Srinivasan D; Islam SMS Sci Rep; 2022 Jan; 12(1):815. PubMed ID: 35039620 [TBL] [Abstract][Full Text] [Related]
9. Uncertainty estimation for deep learning-based automated analysis of 12-lead electrocardiograms. Vranken JF; van de Leur RR; Gupta DK; Juarez Orozco LE; Hassink RJ; van der Harst P; Doevendans PA; Gulshad S; van Es R Eur Heart J Digit Health; 2021 Sep; 2(3):401-415. PubMed ID: 36713602 [TBL] [Abstract][Full Text] [Related]
10. Evaluating Scalable Uncertainty Estimation Methods for Deep Learning-Based Molecular Property Prediction. Scalia G; Grambow CA; Pernici B; Li YP; Green WH J Chem Inf Model; 2020 Jun; 60(6):2697-2717. PubMed ID: 32243154 [TBL] [Abstract][Full Text] [Related]
11. "This Is What We Don't Know": Treating Epistemic Uncertainty in Bayesian Networks for Risk Assessment. Sahlin U; Helle I; Perepolkin D Integr Environ Assess Manag; 2021 Jan; 17(1):221-232. PubMed ID: 33151017 [TBL] [Abstract][Full Text] [Related]
12. Evolutionary Strategies Enable Systematic and Reliable Uncertainty Quantification: A Proof-of-Concept Pilot Study on Resting-State Functional MRI Language Lateralization. Stember JN; Dishner K; Jenabi M; Pasquini L; K Peck K; Saha A; Shah A; O'Malley B; Ilica AT; Kelly L; Arevalo-Perez J; Hatzoglou V; Holodny A; Shalu H J Imaging Inform Med; 2024 Jul; ():. PubMed ID: 38980624 [TBL] [Abstract][Full Text] [Related]
13. Quantifying Uncertainty in Deep Learning of Radiologic Images. Faghani S; Moassefi M; Rouzrokh P; Khosravi B; Baffour FI; Ringler MD; Erickson BJ Radiology; 2023 Aug; 308(2):e222217. PubMed ID: 37526541 [TBL] [Abstract][Full Text] [Related]
14. 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]
15. Role of Sensors in Error Propagation with the Dynamic Constrained Observability Method. Peng T; Nogal M; Casas JR; Turmo J Sensors (Basel); 2021 Apr; 21(9):. PubMed ID: 33919329 [TBL] [Abstract][Full Text] [Related]
16. Two dimensions of subjective uncertainty: Clues from natural language. Ülkümen G; Fox CR; Malle BF J Exp Psychol Gen; 2016 Oct; 145(10):1280-1297. PubMed ID: 27442037 [TBL] [Abstract][Full Text] [Related]
17. Click-through Rate Prediction and Uncertainty Quantification Based on Bayesian Deep Learning. Wang X; Dong H Entropy (Basel); 2023 Feb; 25(3):. PubMed ID: 36981295 [TBL] [Abstract][Full Text] [Related]
18. DeepPulse: An Uncertainty-aware Deep Neural Network for Heart Rate Estimations from Wrist-worn Photoplethysmography. Ray D; Collins T; Ponnapalli PVS Annu Int Conf IEEE Eng Med Biol Soc; 2022 Jul; 2022():1651-1654. PubMed ID: 36086420 [TBL] [Abstract][Full Text] [Related]
19. Transfer learning of an ensemble of DNNs for SSVEP BCI spellers without user-specific training. Berke Guney O; Ozkan H J Neural Eng; 2023 Jan; 20(1):. PubMed ID: 36535036 [No Abstract] [Full Text] [Related]
20. An ensemble of deep neural networks for kidney ultrasound image classification. Sudharson S; Kokil P Comput Methods Programs Biomed; 2020 Dec; 197():105709. PubMed ID: 32889406 [TBL] [Abstract][Full Text] [Related] [Next] [New Search]