Detalhe da pesquisa
1.
Multimodal Deep Learning for Integrating Chest Radiographs and Clinical Parameters: A Case for Transformers.
Radiology
; 309(1): e230806, 2023 10.
Artigo
em Inglês
| MEDLINE | ID: mdl-37787671
2.
Artificial Intelligence for Clinical Interpretation of Bedside Chest Radiographs.
Radiology
; 307(1): e220510, 2023 04.
Artigo
em Inglês
| MEDLINE | ID: mdl-36472534
3.
Radiomic versus Convolutional Neural Networks Analysis for Classification of Contrast-enhancing Lesions at Multiparametric Breast MRI.
Radiology
; 290(2): 290-297, 2019 02.
Artigo
em Inglês
| MEDLINE | ID: mdl-30422086
4.
Denoising diffusion probabilistic models for 3D medical image generation.
Sci Rep
; 13(1): 7303, 2023 05 05.
Artigo
em Inglês
| MEDLINE | ID: mdl-37147413
5.
Medical transformer for multimodal survival prediction in intensive care: integration of imaging and non-imaging data.
Sci Rep
; 13(1): 10666, 2023 07 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-37393383
6.
A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis.
Sci Rep
; 13(1): 12098, 2023 07 26.
Artigo
em Inglês
| MEDLINE | ID: mdl-37495660
7.
Reliability as a Precondition for Trust-Segmentation Reliability Analysis of Radiomic Features Improves Survival Prediction.
Diagnostics (Basel)
; 12(2)2022 Jan 19.
Artigo
em Inglês
| MEDLINE | ID: mdl-35204338
8.
Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization.
Nat Commun
; 12(1): 4315, 2021 07 14.
Artigo
em Inglês
| MEDLINE | ID: mdl-34262044
9.
Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge.
IEEE Trans Med Imaging
; 40(12): 3543-3554, 2021 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-34138702
10.
Radiomics feature reproducibility under inter-rater variability in segmentations of CT images.
Sci Rep
; 10(1): 12688, 2020 07 29.
Artigo
em Inglês
| MEDLINE | ID: mdl-32728098
11.
Breaking medical data sharing boundaries by using synthesized radiographs.
Sci Adv
; 6(49)2020 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-33268370
12.
Multiphase CT-based prediction of Child-Pugh classification: a machine learning approach.
Eur Radiol Exp
; 4(1): 20, 2020 04 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-32249336
13.
Robustness of Radiomics for Survival Prediction of Brain Tumor Patients Depending on Resection Status.
Front Comput Neurosci
; 13: 73, 2019.
Artigo
em Inglês
| MEDLINE | ID: mdl-31780915
14.
Author Correction: Radiomics feature reproducibility under inter-rater variability in segmentations of CT images.
Sci Rep
; 11(1): 22670, 2021 Nov 16.
Artigo
em Inglês
| MEDLINE | ID: mdl-34785700
15.
Towards an algorithm for automatic accelerometer-based pulse presence detection during cardiopulmonary resuscitation.
Annu Int Conf IEEE Eng Med Biol Soc
; 2016: 3531-3534, 2016 Aug.
Artigo
em Inglês
| MEDLINE | ID: mdl-28269060