Results 121 to 130 of about 10,063 (188)

A probabilistic deep learning approach for choroid plexus segmentation in autism spectrum disorder. [PDF]

NPP Digit Psychiatry Neurosci
Bargagna F, Morin TM, Chen YC, Lila Y, Tseng CJ, Santarelli MF, Vanello N, McDougle CJ, Hooker JM, Zürcher NR.   +9 more
europepmc   +1 more source

Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification. [PDF]

Proc Conf Empir Methods Nat Lang Process
Kruse M, Afshar M, Khatwani S, Mayampurath A, Chen G, Gao Y.   +5 more
europepmc   +1 more source

Towards global reaction feasibility and robustness prediction with high throughput data and bayesian deep learning. [PDF]

Nat Commun
Zhong H, Liu Y, Sun H, Liu Y, Zhang R, Li B, Yang Y, Huang Y, Yang F, Mak FS, Foo K, Lin S, Yu T, Wang P, Wang X.   +14 more
europepmc   +1 more source

A systematic evaluation of uncertainty quantification techniques in deep learning: a case study in photoplethysmography signal analysis. [PDF]

Mach Learn Health
Bench C, Pfeffer O, Desai V, Moulaeifard M, Coquelin L, Charlton PH, Strodthoff N, Hegemann N, Aston PJ, Thompson A.   +9 more
europepmc   +1 more source

Implicit versus explicit Bayesian priors for epistemic uncertainty estimation in clinical decision support. [PDF]

PLOS Digit Health
Blattmann M, Lindenmeyer A, Franke S, Neumuth T, Schneider D.   +4 more
europepmc   +1 more source

Predicting Stress-Strain Curve with Confidence: Balance Between Data Minimization and Uncertainty Quantification by a Dual Bayesian Model. [PDF]

Polymers (Basel)
Li T, Chen Z, Zhang Z, Wei Z, Zhong GJ, Li ZM, Liu H.   +6 more
europepmc   +1 more source

Uncertainty-aware machine learning to predict non-cancer human toxicity for the global chemicals market. [PDF]

Nat Commun
von Borries K, Beckwith KV, Goodman JM, Chiu WA, Jolliet O, Fantke P.   +5 more
europepmc   +1 more source

Residual bayesian attention networks for uncertainty quantification in regression tasks. [PDF]

Sci Rep
Chen Y, Guan W, Azzam R.
europepmc   +1 more source

GAME-YOLO: Global Attention and Multi-Scale Enhancement for Low-Visibility UAV Detection with Sub-Pixel Localization. [PDF]

Entropy (Basel)
Di R, Fan H, Ma Y, Wang J, Qian R.
europepmc   +1 more source

Uncertainty-Aware Multimodal Trajectory Prediction via a Single Inference from a Single Model. [PDF]

Sensors (Basel)
Suk H, Kim S.
europepmc   +1 more source