Detalhe da pesquisa
1.
Towards the interpretability of deep learning models for multi-modal neuroimaging: Finding structural changes of the ageing brain.
Neuroimage
; 261: 119504, 2022 11 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-35882272
2.
UDSMProt: universal deep sequence models for protein classification.
Bioinformatics
; 36(8): 2401-2409, 2020 04 15.
Artigo
em Inglês
| MEDLINE | ID: mdl-31913448
3.
Machine Learning for Health: Algorithm Auditing & Quality Control.
J Med Syst
; 45(12): 105, 2021 Nov 02.
Artigo
em Inglês
| MEDLINE | ID: mdl-34729675
4.
USMPep: universal sequence models for major histocompatibility complex binding affinity prediction.
BMC Bioinformatics
; 21(1): 279, 2020 Jul 02.
Artigo
em Inglês
| MEDLINE | ID: mdl-32615972
5.
Information Theory Applications in Signal Processing.
Entropy (Basel)
; 21(7)2019 Jul 03.
Artigo
em Inglês
| MEDLINE | ID: mdl-33267367
6.
Localizing bicoherence from EEG and MEG.
Neuroimage
; 174: 352-363, 2018 07 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-29421325
7.
Multiscale temporal neural dynamics predict performance in a complex sensorimotor task.
Neuroimage
; 141: 291-303, 2016 Nov 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-27402598
8.
Robust common spatial filters with a max-min approach.
Neural Comput
; 26(2): 349-76, 2014 Feb.
Artigo
em Inglês
| MEDLINE | ID: mdl-24206388
9.
Discovering Subgroups of Children With High Mortality in Urban Guinea-Bissau: Exploratory and Validation Cohort Study.
JMIR Public Health Surveill
; 10: e48060, 2024 Apr 09.
Artigo
em Inglês
| MEDLINE | ID: mdl-38592761
10.
FedAUX: Leveraging Unlabeled Auxiliary Data in Federated Learning.
IEEE Trans Neural Netw Learn Syst
; 34(9): 5531-5543, 2023 Sep.
Artigo
em Inglês
| MEDLINE | ID: mdl-34851838
11.
Langevin Cooling for Unsupervised Domain Translation.
IEEE Trans Neural Netw Learn Syst
; 34(10): 7675-7688, 2023 Oct.
Artigo
em Inglês
| MEDLINE | ID: mdl-35133968
12.
Explainable sequence-to-sequence GRU neural network for pollution forecasting.
Sci Rep
; 13(1): 9940, 2023 Jun 19.
Artigo
em Inglês
| MEDLINE | ID: mdl-37336995
13.
To pretrain or not? A systematic analysis of the benefits of pretraining in diabetic retinopathy.
PLoS One
; 17(10): e0274291, 2022.
Artigo
em Inglês
| MEDLINE | ID: mdl-36256665
14.
From Clustering to Cluster Explanations via Neural Networks.
IEEE Trans Neural Netw Learn Syst
; PP2022 Jul 07.
Artigo
em Inglês
| MEDLINE | ID: mdl-35797317
15.
Active multitask learning with uncertainty-weighted loss for coronary calcium scoring.
Med Phys
; 49(11): 7262-7277, 2022 Nov.
Artigo
em Inglês
| MEDLINE | ID: mdl-35861655
16.
Causes of Outcome Learning: a causal inference-inspired machine learning approach to disentangling common combinations of potential causes of a health outcome.
Int J Epidemiol
; 51(5): 1622-1636, 2022 10 13.
Artigo
em Inglês
| MEDLINE | ID: mdl-35526156
17.
New definitions of human lymphoid and follicular cell entities in lymphatic tissue by machine learning.
Sci Rep
; 12(1): 18991, 2022 11 08.
Artigo
em Inglês
| MEDLINE | ID: mdl-36347879
18.
Clustered Federated Learning: Model-Agnostic Distributed Multitask Optimization Under Privacy Constraints.
IEEE Trans Neural Netw Learn Syst
; 32(8): 3710-3722, 2021 08.
Artigo
em Inglês
| MEDLINE | ID: mdl-32833654
19.
Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL.
IEEE J Biomed Health Inform
; 25(5): 1519-1528, 2021 05.
Artigo
em Inglês
| MEDLINE | ID: mdl-32903191
20.
Detecting failure modes in image reconstructions with interval neural network uncertainty.
Int J Comput Assist Radiol Surg
; 16(12): 2089-2097, 2021 Dec.
Artigo
em Inglês
| MEDLINE | ID: mdl-34480723