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Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning

2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, Vol.2021, p.14313-14323

2021

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Trainable Weka Segmentation: a machine learning tool for microscopy pixel classification

Bioinformatics (Oxford, England), 2017-08, Vol.33 (15), p.2424-2426

2017

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ImageJ2: ImageJ for the next generation of scientific image data

BMC bioinformatics, 2017-11, Vol.18 (1), p.529-529, Article 529

2017

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The ImageJ ecosystem: An open platform for biomedical image analysis

Molecular reproduction and development, 2015-07, Vol.82 (7-8), p.518-529

2015

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NIH Image to ImageJ: 25 years of image analysis

Nature methods, 2012-07, Vol.9 (7), p.671

2012

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TrackMate: An open and extensible platform for single-particle tracking

Methods (San Diego, Calif.), 2017-02, Vol.115, p.80-90

2017

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Beyond the margins: real-time detection of cancer using targeted fluorophores

Nature reviews. Clinical oncology, 2017-06, Vol.14 (6), p.347-364

2017

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Collagen reorganization at the tumor-stromal interface facilitates local invasion

BMC medicine, 2006-12, Vol.4 (1), p.38-38, Article 38

2006

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The ImageJ ecosystem: Open‐source software for image visualization, processing, and analysis

Protein science, 2021-01, Vol.30 (1), p.234-249

2021

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Collagen density promotes mammary tumor initiation and progression

BMC medicine, 2008-04, Vol.6 (1), p.11-11, Article 11

2008

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3D Collagen Alignment Limits Protrusions to Enhance Breast Cancer Cell Persistence

Biophysical journal, 2014-12, Vol.107 (11), p.2546-2558

2014

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Autofluorescence lifetime imaging of cellular metabolism: Sensitivity toward cell density, pH, intracellular, and intercellular heterogeneity

Cytometry. Part A, 2019-01, Vol.95 (1), p.56-69

2019

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Multi-functional self-fluorescent unimolecular micelles for tumor-targeted drug delivery and bioimaging

Biomaterials, 2015-04, Vol.47, p.41-50

2015

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The collagen receptor discoidin domain receptor 2 stabilizes SNAIL1 to facilitate breast cancer metastasis

Nature cell biology, 2013-06, Vol.15 (6), p.677

2013

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A three-dimensional computational model of collagen network mechanics

PloS one, 2014-11, Vol.9 (11), p.e111896-e111896

2014

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Improved structure, function and compatibility for CellProfiler: modular high-throughput image analysis software

Bioinformatics, 2011-04, Vol.27 (8), p.1179-1180

2011

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Membrane dynamics during cellular wound repair

Molecular biology of the cell, 2016-07, Vol.27 (14), p.2272-2285

2016

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OpenSPIM: an open-access light-sheet microscopy platform

Nature methods, 2013-07, Vol.10 (7), p.598

2013

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Open-source deep-learning software for bioimage segmentation

Molecular biology of the cell, 2021-04, Vol.32 (9), p.823-829

2021

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Single image super-resolution for whole slide image using convolutional neural networks and self-supervised color normalization

Medical image analysis, 2021-02, Vol.68, p.101938-101938, Article 101938

2021

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Super-resolution recurrent convolutional neural networks for learning with multi-resolution whole slide images

Journal of biomedical optics, 2019-12, Vol.24 (12), p.126003-126003

2019

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Anthocyanin Vacuolar Inclusions Form by a Microautophagy Mechanism

The Plant cell, 2015-09, Vol.27 (9), p.2545-2559

2015

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Fiji: an open-source platform for biological-image analysis

Nature methods, 2012-07, Vol.9 (7), p.676

2012

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Complex and Noncentrosymmetric Stacking of Layered Metal Dichalcogenide Materials Created by Screw Dislocations

Journal of the American Chemical Society, 2017-03, Vol.139 (9), p.3496-3504

2017

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Scientific Community Image Forum: A discussion forum for scientific image software

PLoS biology, 2019-06, Vol.17 (6), p.e3000340-e3000340

2019

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Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning

Trainable Weka Segmentation: a machine learning tool for microscopy pixel classification

ImageJ2: ImageJ for the next generation of scientific image data

The ImageJ ecosystem: An open platform for biomedical image analysis

NIH Image to ImageJ: 25 years of image analysis

TrackMate: An open and extensible platform for single-particle tracking

Beyond the margins: real-time detection of cancer using targeted fluorophores

Collagen reorganization at the tumor-stromal interface facilitates local invasion

The ImageJ ecosystem: Open‐source software for image visualization, processing, and analysis

Collagen density promotes mammary tumor initiation and progression

3D Collagen Alignment Limits Protrusions to Enhance Breast Cancer Cell Persistence

Autofluorescence lifetime imaging of cellular metabolism: Sensitivity toward cell density, pH, intracellular, and intercellular heterogeneity

Multi-functional self-fluorescent unimolecular micelles for tumor-targeted drug delivery and bioimaging

The collagen receptor discoidin domain receptor 2 stabilizes SNAIL1 to facilitate breast cancer metastasis

A three-dimensional computational model of collagen network mechanics

Improved structure, function and compatibility for CellProfiler: modular high-throughput image analysis software

Membrane dynamics during cellular wound repair

OpenSPIM: an open-access light-sheet microscopy platform

Open-source deep-learning software for bioimage segmentation

Single image super-resolution for whole slide image using convolutional neural networks and self-supervised color normalization

Super-resolution recurrent convolutional neural networks for learning with multi-resolution whole slide images

Anthocyanin Vacuolar Inclusions Form by a Microautophagy Mechanism

Fiji: an open-source platform for biological-image analysis

Complex and Noncentrosymmetric Stacking of Layered Metal Dichalcogenide Materials Created by Screw Dislocations

Scientific Community Image Forum: A discussion forum for scientific image software

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