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.
Effective and efficient active learning for deep learning-based tissue image analysis.
Bioinformatics;
39(4)2023 04 03.
Artigo
em Inglês
| MEDLINE
| ID: mdl-36943380
4.
Keratin 17 modulates the immune topography of pancreatic cancer.
J Transl Med;
22(1): 443, 2024 May 10.
Artigo
em Inglês
| MEDLINE
| ID: mdl-38730319
5.
Deep learning for survival analysis in breast cancer with whole slide image data.
Bioinformatics;
38(14): 3629-3637, 2022 07 11.
Artigo
em Inglês
| MEDLINE
| ID: mdl-35674341
6.
Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor-Infiltrating Lymphocytes in Invasive Breast Cancer.
Am J Pathol;
190(7): 1491-1504, 2020 07.
Artigo
em Inglês
| MEDLINE
| ID: mdl-32277893
7.
Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images.
Pattern Recognit;
86: 188-200, 2019 Feb.
Artigo
em Inglês
| MEDLINE
| ID: mdl-30631215
8.
Multi-objective Parameter Auto-tuning for Tissue Image Segmentation Workflows.
J Digit Imaging;
32(3): 521-533, 2019 06.
Artigo
em Inglês
| MEDLINE
| ID: mdl-30402669
9.
Algorithm sensitivity analysis and parameter tuning for tissue image segmentation pipelines.
Bioinformatics;
33(7): 1064-1072, 2017 04 01.
Artigo
em Inglês
| MEDLINE
| ID: mdl-28062445
10.
Application Performance Analysis and Efficient Execution on Systems with multi-core CPUs, GPUs and MICs: A Case Study with Microscopy Image Analysis.
Int J High Perform Comput Appl;
31(1): 32-51, 2017 Jan.
Artigo
em Inglês
| MEDLINE
| ID: mdl-28239253
11.
Scalable analysis of Big pathology image data cohorts using efficient methods and high-performance computing strategies.
BMC Bioinformatics;
16: 399, 2015 Dec 01.
Artigo
em Inglês
| MEDLINE
| ID: mdl-26627175
12.
Parallel content-based sub-image retrieval using hierarchical searching.
Bioinformatics;
30(7): 996-1002, 2014 Apr 01.
Artigo
em Inglês
| MEDLINE
| ID: mdl-24215030
13.
Comparative Performance Analysis of Intel Xeon Phi, GPU, and CPU: A Case Study from Microscopy Image Analysis.
IEEE Trans Parallel Distrib Syst;
2014: 1063-1072, 2014 May.
Artigo
em Inglês
| MEDLINE
| ID: mdl-25419088
14.
Region Templates: Data Representation and Management for High-Throughput Image Analysis.
Parallel Comput;
40(10): 589-610, 2014 Dec 01.
Artigo
em Inglês
| MEDLINE
| ID: mdl-26139953
15.
Open and reusable deep learning for pathology with WSInfer and QuPath.
NPJ Precis Oncol;
8(1): 9, 2024 Jan 10.
Artigo
em Inglês
| MEDLINE
| ID: mdl-38200147
16.
An Intelligent Search & Retrieval System (IRIS) and Clinical and Research Repository for Decision Support Based on Machine Learning and Joint Kernel-based Supervised Hashing.
Cancer Inform;
23: 11769351231223806, 2024.
Artigo
em Inglês
| MEDLINE
| ID: mdl-38322427
17.
Keratin 17 modulates the immune topography of pancreatic cancer.
Res Sq;
2024 Feb 20.
Artigo
em Inglês
| MEDLINE
| ID: mdl-38464123
18.
Understanding metric-related pitfalls in image analysis validation.
ArXiv;
2024 Feb 23.
Artigo
em Inglês
| MEDLINE
| ID: mdl-36945687
19.
The tumor microenvironment strongly impacts master transcriptional regulators and gene expression class of glioblastoma.
Am J Pathol;
180(5): 2108-19, 2012 May.
Artigo
em Inglês
| MEDLINE
| ID: mdl-22440258
20.
The Analytic Information Warehouse (AIW): a platform for analytics using electronic health record data.
J Biomed Inform;
46(3): 410-24, 2013 Jun.
Artigo
em Inglês
| MEDLINE
| ID: mdl-23402960