Detalhe da pesquisa
1.
Understanding metric-related pitfalls in image analysis validation.
Nat Methods
; 21(2): 182-194, 2024 Feb.
Artigo
em Inglês
| MEDLINE | ID: mdl-38347140
2.
Metrics reloaded: recommendations for image analysis validation.
Nat Methods
; 21(2): 195-212, 2024 Feb.
Artigo
em Inglês
| MEDLINE | ID: mdl-38347141
3.
The Cell Tracking Challenge: 10 years of objective benchmarking.
Nat Methods
; 20(7): 1010-1020, 2023 07.
Artigo
em Inglês
| MEDLINE | ID: mdl-37202537
4.
nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation.
Nat Methods
; 18(2): 203-211, 2021 02.
Artigo
em Inglês
| MEDLINE | ID: mdl-33288961
5.
Fully Automated Versions of Clinically Validated Nephrometry Scores Demonstrate Superior Predictive Utility versus Human Scores.
BJU Int
; 133(6): 690-698, 2024 Jun.
Artigo
em Inglês
| MEDLINE | ID: mdl-38343198
6.
Noninvasive Characterization of Tumor Angiogenesis and Oxygenation in Bevacizumab-treated Recurrent Glioblastoma by Using Dynamic Susceptibility MRI: Secondary Analysis of the European Organization for Research and Treatment of Cancer 26101 Trial.
Radiology
; 297(1): 164-175, 2020 10.
Artigo
em Inglês
| MEDLINE | ID: mdl-32720870
7.
The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping.
Radiology
; 295(2): 328-338, 2020 05.
Artigo
em Inglês
| MEDLINE | ID: mdl-32154773
8.
Automated volumetric assessment with artificial neural networks might enable a more accurate assessment of disease burden in patients with multiple sclerosis.
Eur Radiol
; 30(4): 2356-2364, 2020 Apr.
Artigo
em Inglês
| MEDLINE | ID: mdl-31900702
9.
Automated quantitative tumour response assessment of MRI in neuro-oncology with artificial neural networks: a multicentre, retrospective study.
Lancet Oncol
; 20(5): 728-740, 2019 05.
Artigo
em Inglês
| MEDLINE | ID: mdl-30952559
10.
Automated brain extraction of multisequence MRI using artificial neural networks.
Hum Brain Mapp
; 40(17): 4952-4964, 2019 12 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-31403237
11.
Discovering Process Dynamics for Scalable Perovskite Solar Cell Manufacturing with Explainable AI.
Adv Mater
; 36(7): e2307160, 2024 Feb.
Artigo
em Inglês
| MEDLINE | ID: mdl-37904613
12.
Understanding metric-related pitfalls in image analysis validation.
ArXiv
; 2024 Feb 23.
Artigo
em Inglês
| MEDLINE | ID: mdl-36945687
13.
USE-Evaluator: Performance metrics for medical image segmentation models supervised by uncertain, small or empty reference annotations in neuroimaging.
Med Image Anal
; 90: 102927, 2023 Dec.
Artigo
em Inglês
| MEDLINE | ID: mdl-37672900
14.
Automated Brain Tumor Detection and Segmentation for Treatment Response Assessment Using Amino Acid PET.
J Nucl Med
; 64(10): 1594-1602, 2023 10.
Artigo
em Inglês
| MEDLINE | ID: mdl-37562802
15.
Beyond rankings: Learning (more) from algorithm validation.
Med Image Anal
; 86: 102765, 2023 05.
Artigo
em Inglês
| MEDLINE | ID: mdl-36965252
16.
Addressing image misalignments in multi-parametric prostate MRI for enhanced computer-aided diagnosis of prostate cancer.
Sci Rep
; 13(1): 19805, 2023 11 13.
Artigo
em Inglês
| MEDLINE | ID: mdl-37957250
17.
AI-generated R.E.N.A.L.+ Score Surpasses Human-generated Score in Predicting Renal Oncologic Outcomes.
Urology
; 180: 160-167, 2023 Oct.
Artigo
em Inglês
| MEDLINE | ID: mdl-37517681
18.
Artificial intelligence (AI)-based decision support improves reproducibility of tumor response assessment in neuro-oncology: An international multi-reader study.
Neuro Oncol
; 25(3): 533-543, 2023 03 14.
Artigo
em Inglês
| MEDLINE | ID: mdl-35917833
19.
Classification of diffraction patterns using a convolutional neural network in single-particle-imaging experiments performed at X-ray free-electron lasers.
J Appl Crystallogr
; 55(Pt 3): 444-454, 2022 Jun 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-35719305
20.
Semantic segmentation of multispectral photoacoustic images using deep learning.
Photoacoustics
; 26: 100341, 2022 Jun.
Artigo
em Inglês
| MEDLINE | ID: mdl-35371919