Search details
1.
Metrics reloaded: recommendations for image analysis validation.
Nat Methods
; 21(2): 195-212, 2024 Feb.
Article
in English
| MEDLINE | ID: mdl-38347141
2.
Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting From Multimodal Data.
IEEE Trans Med Imaging
; 43(1): 529-541, 2024 Jan.
Article
in English
| MEDLINE | ID: mdl-37672368
3.
Kinematics Design of a MacPherson Suspension Architecture Based on Bayesian Optimization.
IEEE Trans Cybern
; 53(4): 2261-2274, 2023 Apr.
Article
in English
| MEDLINE | ID: mdl-34613931
4.
A generalizable deep learning regression model for automated glaucoma screening from fundus images.
NPJ Digit Med
; 6(1): 112, 2023 Jun 13.
Article
in English
| MEDLINE | ID: mdl-37311940
5.
Pointwise Visual Field Estimation From Optical Coherence Tomography in Glaucoma Using Deep Learning.
Transl Vis Sci Technol
; 11(8): 22, 2022 08 01.
Article
in English
| MEDLINE | ID: mdl-35998059
6.
LATE-NC aggravates GVD-mediated necroptosis in Alzheimer's disease.
Acta Neuropathol Commun
; 10(1): 128, 2022 09 03.
Article
in English
| MEDLINE | ID: mdl-36057624
7.
Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast Implementation.
IEEE Trans Pattern Anal Mach Intell
; 43(9): 3024-3036, 2021 Sep.
Article
in English
| MEDLINE | ID: mdl-32960762
8.
Deep learning on fundus images detects glaucoma beyond the optic disc.
Sci Rep
; 11(1): 20313, 2021 10 13.
Article
in English
| MEDLINE | ID: mdl-34645908
9.
Pathological myopia classification with simultaneous lesion segmentation using deep learning.
Comput Methods Programs Biomed
; 199: 105920, 2021 Feb.
Article
in English
| MEDLINE | ID: mdl-33412285
10.
The Lovász Hinge: A Novel Convex Surrogate for Submodular Losses.
IEEE Trans Pattern Anal Mach Intell
; 42(3): 735-748, 2020 Mar.
Article
in English
| MEDLINE | ID: mdl-30489261
11.
Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading From Plain Radiographs.
IEEE Trans Med Imaging
; 39(12): 4346-4356, 2020 12.
Article
in English
| MEDLINE | ID: mdl-32804644
12.
Optimization for Medical Image Segmentation: Theory and Practice When Evaluating With Dice Score or Jaccard Index.
IEEE Trans Med Imaging
; 39(11): 3679-3690, 2020 11.
Article
in English
| MEDLINE | ID: mdl-32746113
13.
Accurate prediction of glaucoma from colour fundus images with a convolutional neural network that relies on active and transfer learning.
Acta Ophthalmol
; 98(1): e94-e100, 2020 Feb.
Article
in English
| MEDLINE | ID: mdl-31344328
14.
Artery-vein segmentation in fundus images using a fully convolutional network.
Comput Med Imaging Graph
; 76: 101636, 2019 09.
Article
in English
| MEDLINE | ID: mdl-31288217
15.
An ensemble deep learning based approach for red lesion detection in fundus images.
Comput Methods Programs Biomed
; 153: 115-127, 2018 Jan.
Article
in English
| MEDLINE | ID: mdl-29157445
16.
Intraoperative margin assessment of human breast tissue in optical coherence tomography images using deep neural networks.
Comput Med Imaging Graph
; 69: 21-32, 2018 11.
Article
in English
| MEDLINE | ID: mdl-30172090
17.
Author Correction: Deep learning on fundus images detects glaucoma beyond the optic disc.
Sci Rep
; 13(1): 21456, 2023 Dec 05.
Article
in English
| MEDLINE | ID: mdl-38052987
18.
A Discriminatively Trained Fully Connected Conditional Random Field Model for Blood Vessel Segmentation in Fundus Images.
IEEE Trans Biomed Eng
; 64(1): 16-27, 2017 01.
Article
in English
| MEDLINE | ID: mdl-26930672
19.
Proliferative diabetic retinopathy characterization based on fractal features: Evaluation on a publicly available dataset.
Med Phys
; 44(12): 6425-6434, 2017 Dec.
Article
in English
| MEDLINE | ID: mdl-29044550
20.
Predictive sparse modeling of fMRI data for improved classification, regression, and visualization using the k-support norm.
Comput Med Imaging Graph
; 46 Pt 1: 40-46, 2015 Dec.
Article
in English
| MEDLINE | ID: mdl-25861834