Detalhe da pesquisa
1.
Breast MRI radiomics and machine learning-based predictions of response to neoadjuvant chemotherapy - How are they affected by variations in tumor delineation?
Comput Struct Biotechnol J
; 23: 52-63, 2024 Dec.
Artigo
em Inglês
| MEDLINE | ID: mdl-38125296
2.
Improving generalization capability of deep learning-based nuclei instance segmentation by non-deterministic train time and deterministic test time stain normalization.
Comput Struct Biotechnol J
; 23: 669-678, 2024 Dec.
Artigo
em Inglês
| MEDLINE | ID: mdl-38292472
3.
NuInsSeg: A fully annotated dataset for nuclei instance segmentation in H&E-stained histological images.
Sci Data
; 11(1): 295, 2024 Mar 14.
Artigo
em Inglês
| MEDLINE | ID: mdl-38486039
4.
Special Issue on "Advances in Skin Lesion Image Analysis Using Machine Learning Approaches".
Diagnostics (Basel)
; 12(8)2022 Aug 10.
Artigo
em Inglês
| MEDLINE | ID: mdl-36010278
5.
A dual decoder U-Net-based model for nuclei instance segmentation in hematoxylin and eosin-stained histological images.
Front Med (Lausanne)
; 9: 978146, 2022.
Artigo
em Inglês
| MEDLINE | ID: mdl-36438040
6.
Investigating the Impact of the Bit Depth of Fluorescence-Stained Images on the Performance of Deep Learning-Based Nuclei Instance Segmentation.
Diagnostics (Basel)
; 11(6)2021 May 27.
Artigo
em Inglês
| MEDLINE | ID: mdl-34072131
7.
CryoNuSeg: A dataset for nuclei instance segmentation of cryosectioned H&E-stained histological images.
Comput Biol Med
; 132: 104349, 2021 05.
Artigo
em Inglês
| MEDLINE | ID: mdl-33774269
8.
MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge.
IEEE Trans Med Imaging
; 40(12): 3413-3423, 2021 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-34086562
9.
The effects of skin lesion segmentation on the performance of dermatoscopic image classification.
Comput Methods Programs Biomed
; 197: 105725, 2020 Dec.
Artigo
em Inglês
| MEDLINE | ID: mdl-32882594
10.
Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification.
Comput Methods Programs Biomed
; 193: 105475, 2020 Sep.
Artigo
em Inglês
| MEDLINE | ID: mdl-32268255
11.
A Multi-Organ Nucleus Segmentation Challenge.
IEEE Trans Med Imaging
; 39(5): 1380-1391, 2020 05.
Artigo
em Inglês
| MEDLINE | ID: mdl-31647422
12.
Fusing fine-tuned deep features for skin lesion classification.
Comput Med Imaging Graph
; 71: 19-29, 2019 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-30458354
13.
Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure.
Sci Rep
; 8(1): 13650, 2018 09 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-30209345