Artigos com autorizações de acesso público - Telmo de Menezes e Silva FilhoSaiba mais
12 artigos disponíveis publicamente
Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration
M Kull, MP Nieto, M Kängsepp, T Silva Filho, H Song, P Flach
Advances in Neural Information Processing Systems, 12316-12326, 2019
Autorizações: UK Engineering and Physical Sciences Research Council
Beta calibration: a well-founded and easily implemented improvement on logistic calibration for binary classifiers
M Kull, T Silva Filho, P Flach
Artificial Intelligence and Statistics, 623-631, 2017
Autorizações: UK Engineering and Physical Sciences Research Council
Beyond sigmoids: How to obtain well-calibrated probabilities from binary classifiers with beta calibration
M Kull, TM Silva Filho, P Flach
Electronic Journal of Statistics 11 (2), 5052-5080, 2017
Autorizações: UK Engineering and Physical Sciences Research Council
Classifier calibration: a survey on how to assess and improve predicted class probabilities
T Silva Filho, H Song, M Perello-Nieto, R Santos-Rodriguez, M Kull, ...
Machine Learning 112 (9), 3211-3260, 2023
Autorizações: UK Engineering and Physical Sciences Research Council, European Commission …
-IRT: A New Item Response Model and its Applications
Y Chen, T Silva Filho, RB Prudencio, T Diethe, P Flach
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
Autorizações: UK Engineering and Physical Sciences Research Council
Background Check: A general technique to build more reliable and versatile classifiers
M Perello-Nieto, ES Telmo De Menezes Filho, M Kull, P Flach
2016 IEEE 16th International Conference on Data Mining (ICDM), 1143-1148, 2016
Autorizações: UK Engineering and Physical Sciences Research Council
MaasPenn radiomics reproducibility score: A novel quantitative measure for evaluating the reproducibility of CT-based handcrafted radiomic features
A Ibrahim, B Barufaldi, T Refaee, TM Silva Filho, RJ Acciavatti, ...
Cancers 14 (7), 1599, 2022
Autorizações: European Commission
Novel Perlin-based phantoms using 3D models of compressed breast shapes and fractal noise
JPV Teixeira, TM Silva Filho, TG Do Rego, YB Malheiros, M Dustler, ...
Medical Imaging 2022: Physics of Medical Imaging 12031, 961-970, 2022
Autorizações: US Department of Defense, US National Institutes of Health, European Commission
Automatic Segmentation of Mammary Tissue using Computer Simulations of Breast Phantoms and Deep-learning Techniques.
LR Peregrino, JV Gomes, TG do Rêgo, Y de AM Barbosa, ...
BIOSIGNALS, 252-259, 2021
Autorizações: US Department of Defense
Impact of Tomosynthesis Acquisition on 3D Segmentations of Breast Outline and Adipose/Dense Tissue with AI: A Simulation-Based Study
B Barufaldi, J Gomes, TG Rego, Y Malheiros, TMS Filho, LR Borges, ...
Tomography 9 (4), 1303-1314, 2023
Autorizações: US Department of Defense, US National Institutes of Health, Susan G. Komen
Multiclass segmentation of suspicious findings in simulated breast tomosynthesis images using a U-Net
YNG da Nobrega, G Carvalhal, JPV Teixeira, BP de Camargo, ...
16th International Workshop on Breast Imaging (IWBI2022) 12286, 136-145, 2022
Autorizações: US Department of Defense, US National Institutes of Health
Multiclass Segmentation of Breast Tissue and Suspicious Findings: A Simulation-Based Study for the Development of Self-Steering Tomosynthesis
B Barufaldi, YNG da Nobrega, G Carvalhal, JPV Teixeira, TM Silva Filho, ...
Tomography 9 (3), 1120-1132, 2023
Autorizações: US Department of Defense, US National Institutes of Health
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