Detalhe da pesquisa
1.
Unpaired data empowers association tests.
Bioinformatics
; 37(6): 785-792, 2021 05 05.
Artigo
em Inglês
| MEDLINE | ID: mdl-33070196
2.
Semi-supervised Hierarchical Drug Embedding in Hyperbolic Space.
J Chem Inf Model
; 60(12): 5647-5657, 2020 12 28.
Artigo
em Inglês
| MEDLINE | ID: mdl-33140969
3.
DrasCLR: A self-supervised framework of learning disease-related and anatomy-specific representation for 3D lung CT images.
Med Image Anal
; 92: 103062, 2024 Feb.
Artigo
em Inglês
| MEDLINE | ID: mdl-38086236
4.
Detecting Cerebral Ischemia From Electroencephalography During Carotid Endarterectomy Using Machine Learning.
AMIA Jt Summits Transl Sci Proc
; 2024: 613-622, 2024.
Artigo
em Inglês
| MEDLINE | ID: mdl-38827046
5.
Time-Series Aware Metrics for the Evaluation of Intraoperative Electroencephalography-Based Ischemia Detection.
Stud Health Technol Inform
; 310: 274-278, 2024 Jan 25.
Artigo
em Inglês
| MEDLINE | ID: mdl-38269808
6.
Physics-Informed Neural Networks for Tissue Elasticity Reconstruction in Magnetic Resonance Elastography.
Med Image Comput Comput Assist Interv
; 14229: 333-343, 2023 Oct.
Artigo
em Inglês
| MEDLINE | ID: mdl-38827227
7.
Distilling BlackBox to Interpretable Models for Efficient Transfer Learning.
Med Image Comput Comput Assist Interv
; 14221: 628-638, 2023 Oct.
Artigo
em Inglês
| MEDLINE | ID: mdl-38827244
8.
Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat.
Proc Int Conf Mach Learn
; 202: 11360-11397, 2023 Jul.
Artigo
em Inglês
| MEDLINE | ID: mdl-37711878
9.
ComBat Harmonization: Empirical Bayes versus fully Bayes approaches.
Neuroimage Clin
; 39: 103472, 2023.
Artigo
em Inglês
| MEDLINE | ID: mdl-37506457
10.
Explaining the black-box smoothly-A counterfactual approach.
Med Image Anal
; 84: 102721, 2023 02.
Artigo
em Inglês
| MEDLINE | ID: mdl-36571975
11.
Augmentation by Counterfactual Explanation - Fixing an Overconfident Classifier.
IEEE Winter Conf Appl Comput Vis
; 2023: 4709-4719, 2023 Jan.
Artigo
em Inglês
| MEDLINE | ID: mdl-37724183
12.
Beyond Distribution Shift: Spurious Features Through the Lens of Training Dynamics.
Transact Mach Learn Res
; 20232023 Oct.
Artigo
em Inglês
| MEDLINE | ID: mdl-38645403
13.
Deep Learning Integration of Chest Computed Tomography Imaging and Gene Expression Identifies Novel Aspects of COPD.
Chronic Obstr Pulm Dis
; 10(4): 355-368, 2023 Oct 26.
Artigo
em Inglês
| MEDLINE | ID: mdl-37413999
14.
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation.
Med Image Anal
; 83: 102628, 2023 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-36283200
15.
Automated detection of premalignant oral lesions on whole slide images using convolutional neural networks.
Oral Oncol
; 134: 106109, 2022 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-36126604
16.
Hierarchical Amortized GAN for 3D High Resolution Medical Image Synthesis.
IEEE J Biomed Health Inform
; 26(8): 3966-3975, 2022 08.
Artigo
em Inglês
| MEDLINE | ID: mdl-35522642
17.
Knowledge Distillation via Constrained Variational Inference.
Proc AAAI Conf Artif Intell
; 36(7): 8132-8140, 2022.
Artigo
em Inglês
| MEDLINE | ID: mdl-36092768
18.
Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation.
Med Image Comput Comput Assist Interv
; 13437: 671-681, 2022 Sep.
Artigo
em Inglês
| MEDLINE | ID: mdl-38859913
19.
Context Matters: Graph-based Self-supervised Representation Learning for Medical Images.
Proc AAAI Conf Artif Intell
; 35(6): 4874-4882, 2021 Feb.
Artigo
em Inglês
| MEDLINE | ID: mdl-34650825
20.
Self-Supervised Vessel Enhancement Using Flow-Based Consistencies.
Med Image Comput Comput Assist Interv
; 12902: 242-251, 2021.
Artigo
em Inglês
| MEDLINE | ID: mdl-34766173