Detalhe da pesquisa
1.
Big Data Approaches to Phenotyping Acute Ischemic Stroke Using Automated Lesion Segmentation of Multi-Center Magnetic Resonance Imaging Data.
Stroke;
50(7): 1734-1741, 2019 07.
Artigo
em Inglês
| MEDLINE
| ID: mdl-31177973
2.
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation.
IEEE Trans Med Imaging;
42(11): 3323-3335, 2023 Nov.
Artigo
em Inglês
| MEDLINE
| ID: mdl-37276115
3.
Context Label Learning: Improving Background Class Representations in Semantic Segmentation.
IEEE Trans Med Imaging;
42(6): 1885-1896, 2023 06.
Artigo
em Inglês
| MEDLINE
| ID: mdl-37022408
4.
Relationship of admission blood proteomic biomarkers levels to lesion type and lesion burden in traumatic brain injury: A CENTER-TBI study.
EBioMedicine;
75: 103777, 2022 Jan.
Artigo
em Inglês
| MEDLINE
| ID: mdl-34959133
5.
Analyzing Overfitting Under Class Imbalance in Neural Networks for Image Segmentation.
IEEE Trans Med Imaging;
40(3): 1065-1077, 2021 03.
Artigo
em Inglês
| MEDLINE
| ID: mdl-33351758
6.
Multiclass semantic segmentation and quantification of traumatic brain injury lesions on head CT using deep learning: an algorithm development and multicentre validation study.
Lancet Digit Health;
2(6): e314-e322, 2020 06.
Artigo
em Inglês
| MEDLINE
| ID: mdl-33328125
7.
Relationship between Measures of Cerebrovascular Reactivity and Intracranial Lesion Progression in Acute Traumatic Brain Injury Patients: A CENTER-TBI Study.
J Neurotrauma;
37(13): 1556-1565, 2020 07 01.
Artigo
em Inglês
| MEDLINE
| ID: mdl-31928143
8.
Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models.
IEEE Trans Med Imaging;
39(6): 2088-2099, 2020 06.
Artigo
em Inglês
| MEDLINE
| ID: mdl-31944949
9.
Deep neural network to locate and segment brain tumors outperformed the expert technicians who created the training data.
J Med Imaging (Bellingham);
7(5): 055501, 2020 Sep.
Artigo
em Inglês
| MEDLINE
| ID: mdl-33102623
10.
Evaluating reinforcement learning agents for anatomical landmark detection.
Med Image Anal;
53: 156-164, 2019 04.
Artigo
em Inglês
| MEDLINE
| ID: mdl-30784956
11.
Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation.
IEEE Trans Med Imaging;
37(2): 384-395, 2018 02.
Artigo
em Inglês
| MEDLINE
| ID: mdl-28961105
12.
Fully automatic, multiorgan segmentation in normal whole body magnetic resonance imaging (MRI), using classification forests (CFs), convolutional neural networks (CNNs), and a multi-atlas (MA) approach.
Med Phys;
44(10): 5210-5220, 2017 Oct.
Artigo
em Inglês
| MEDLINE
| ID: mdl-28756622
13.
Reverse Classification Accuracy: Predicting Segmentation Performance in the Absence of Ground Truth.
IEEE Trans Med Imaging;
36(8): 1597-1606, 2017 08.
Artigo
em Inglês
| MEDLINE
| ID: mdl-28436849
14.
SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound.
IEEE Trans Med Imaging;
36(11): 2204-2215, 2017 11.
Artigo
em Inglês
| MEDLINE
| ID: mdl-28708546
15.
DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks.
IEEE Trans Med Imaging;
36(2): 674-683, 2017 02.
Artigo
em Inglês
| MEDLINE
| ID: mdl-27845654
16.
Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation.
Med Image Anal;
36: 61-78, 2017 02.
Artigo
em Inglês
| MEDLINE
| ID: mdl-27865153
17.
Multi-channel MRI segmentation of eye structures and tumors using patient-specific features.
PLoS One;
12(3): e0173900, 2017.
Artigo
em Inglês
| MEDLINE
| ID: mdl-28350816
18.
Regional brain morphometry in patients with traumatic brain injury based on acute- and chronic-phase magnetic resonance imaging.
PLoS One;
12(11): e0188152, 2017.
Artigo
em Inglês
| MEDLINE
| ID: mdl-29182625
19.
ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI.
Med Image Anal;
35: 250-269, 2017 01.
Artigo
em Inglês
| MEDLINE
| ID: mdl-27475911