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1.
Machine learning automatically detects COVID-19 using chest CTs in a large multicenter cohort.
Eur Radiol
; 31(11): 8775-8785, 2021 Nov.
Artículo
en Inglés
| MEDLINE | ID: mdl-33934177
2.
Early diagnosis of acute coronary syndrome.
Eur Heart J
; 38(41): 3049-3055, 2017 Nov 01.
Artículo
en Inglés
| MEDLINE | ID: mdl-29029109
3.
Co-ordinate-based positional embedding that captures resolution to enhance transformer's performance in medical image analysis.
Sci Rep
; 14(1): 9380, 2024 04 23.
Artículo
en Inglés
| MEDLINE | ID: mdl-38654066
4.
Self-supervised learning for interventional image analytics: toward robust device trackers.
J Med Imaging (Bellingham)
; 11(3): 035001, 2024 May.
Artículo
en Inglés
| MEDLINE | ID: mdl-38756438
5.
Value of quantitative airspace disease measured on chest CT and chest radiography at initial diagnosis compared to clinical variables for prediction of severe COVID-19.
J Med Imaging (Bellingham)
; 9(3): 034003, 2022 May.
Artículo
en Inglés
| MEDLINE | ID: mdl-35721308
6.
Contrastive self-supervised learning from 100 million medical images with optional supervision.
J Med Imaging (Bellingham)
; 9(6): 064503, 2022 Nov.
Artículo
en Inglés
| MEDLINE | ID: mdl-36466078
7.
Artificial Intelligence with Statistical Confidence Scores for Detection of Acute or Subacute Hemorrhage on Noncontrast CT Head Scans.
Radiol Artif Intell
; 4(3): e210115, 2022 May.
Artículo
en Inglés
| MEDLINE | ID: mdl-35652116
8.
No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting With Adversarial Attacks.
IEEE Trans Med Imaging
; 40(1): 335-345, 2021 01.
Artículo
en Inglés
| MEDLINE | ID: mdl-32966215
9.
Robust classification from noisy labels: Integrating additional knowledge for chest radiography abnormality assessment.
Med Image Anal
; 72: 102087, 2021 08.
Artículo
en Inglés
| MEDLINE | ID: mdl-34015595
10.
A deep learning approach for predicting severity of COVID-19 patients using a parsimonious set of laboratory markers.
iScience
; 24(12): 103523, 2021 Dec 17.
Artículo
en Inglés
| MEDLINE | ID: mdl-34870131
11.
Quantifying and leveraging predictive uncertainty for medical image assessment.
Med Image Anal
; 68: 101855, 2021 02.
Artículo
en Inglés
| MEDLINE | ID: mdl-33260116
12.
3D Printing, Computational Modeling, and Artificial Intelligence for Structural Heart Disease.
JACC Cardiovasc Imaging
; 14(1): 41-60, 2021 01.
Artículo
en Inglés
| MEDLINE | ID: mdl-32861647
13.
Prediction of Patient Management in COVID-19 Using Deep Learning-Based Fully Automated Extraction of Cardiothoracic CT Metrics and Laboratory Findings.
Korean J Radiol
; 22(6): 994-1004, 2021 06.
Artículo
en Inglés
| MEDLINE | ID: mdl-33686818
14.
A Novel Deep Learning Based Computer-Aided Diagnosis System Improves the Accuracy and Efficiency of Radiologists in Reading Biparametric Magnetic Resonance Images of the Prostate: Results of a Multireader, Multicase Study.
Invest Radiol
; 56(10): 605-613, 2021 10 01.
Artículo
en Inglés
| MEDLINE | ID: mdl-33787537
15.
Automated detection of critical findings in multi-parametric brain MRI using a system of 3D neural networks.
Sci Rep
; 11(1): 6876, 2021 03 25.
Artículo
en Inglés
| MEDLINE | ID: mdl-33767226
16.
Artificial Intelligence in Diagnostic Imaging: Status Quo, Challenges, and Future Opportunities.
J Thorac Imaging
; 35 Suppl 1: S11-S16, 2020 May.
Artículo
en Inglés
| MEDLINE | ID: mdl-32205816
17.
Validation of a fully automated liver segmentation algorithm using multi-scale deep reinforcement learning and comparison versus manual segmentation.
Eur J Radiol
; 126: 108918, 2020 May.
Artículo
en Inglés
| MEDLINE | ID: mdl-32171914
18.
Autonomous Detection and Classification of PI-RADS Lesions in an MRI Screening Population Incorporating Multicenter-Labeled Deep Learning and Biparametric Imaging: Proof of Concept.
Diagnostics (Basel)
; 10(11)2020 Nov 14.
Artículo
en Inglés
| MEDLINE | ID: mdl-33202680
19.
Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT.
ArXiv
; 2020 Nov 18.
Artículo
en Inglés
| MEDLINE | ID: mdl-32550252
20.
Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT.
Radiol Artif Intell
; 2(4): e200048, 2020 Jul.
Artículo
en Inglés
| MEDLINE | ID: mdl-33928255