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A Deep Embedded Framework for Spitzoid Neoplasm Classification Using DNA Methylation Data

Project: CLARIFY

Updated at: 09-05-2024

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Focused active learning for histopathological image classification

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Updated at: 09-05-2024

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Attention to Detail: Inter-Resolution Knowledge Distillation

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pFedV: Mitigating Feature Distribution Skewness via Personalized Federated Learning with Variational Distribution Constr...

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Project acronym CLARIFY

Multi-Resolution Framework For Spitzoid Neoplasm Classification Using Histological Data

Project: CLARIFY

Updated at: 09-05-2024

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Federating Medical Deep Learning Models from Private Jupyter Notebooks to Distributed Institutions

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Updated at: 09-05-2024

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Project acronym CLARIFY

Deep Learning for Skin Melanocytic Tumors in Whole-Slide Images: A Systematic Review

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Updated at: 09-05-2024

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Project acronym CLARIFY

A Spitzoid Tumor dataset with clinical metadata and Whole Slide Images for Deep Learning models

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Updated at: 09-05-2024

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Project acronym CLARIFY

Self-supervised learning of a tailored Convolutional Auto Encoder for histopathological prostate grading

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Updated at: 09-05-2024

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A novel self-learning framework for bladder cancer grading using histopathological images

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Updated at: 09-05-2024

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Towards a Privacy-Preserving Distributed Cloud Service for Preprocessing Very Large Medical Images

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Image-based multiplex immune profiling of cancer tissues: translational implications. A report of the International Immu...

Project: CLARIFY

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Project acronym CLARIFY

A Survey on Dataset Distillation: Approaches, Applications and Future Directions

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Updated at: 09-05-2024

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Project acronym CLARIFY

OpenIaC: open infrastructure as code - the network is my computer

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Updated at: 09-05-2024

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Project acronym CLARIFY

Context-Aware Notebook Search in a Jupyter-Based Virtual Research Environment

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Updated at: 09-05-2024

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A Dense Retrieval System and Evaluation Dataset for Scientific Computational Notebooks

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Updated at: 09-05-2024

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CWL-FLOps: A Novel Method for Federated Learning Operations at Scale

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Updated at: 09-05-2024

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WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval

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Challenging Mitosis Detection Algorithms: Global Labels Allow Centroid Localization

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Updated at: 09-05-2024

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CNSVRE: A Qery Reformulated Search System with ExplainableSummarization for Virtual Research Environment

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Toward More Transparent and Accurate Cancer Diagnosis With an Unsupervised CAE Approach

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Towards a Service-based Adaptable Data Layer for Cloud Workflows

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Spatial analyses of immune cell infiltration in cancer: current methods and future directions: A report of the Internati...

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Updated at: 09-05-2024

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Project acronym CLARIFY

Uninformed Teacher-Student for hard-samples distillation in weakly supervised mitosis localization

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Updated at: 09-05-2024

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Notebook-as-a-VRE (NaaVRE): From private notebooks to acollaborative cloud virtual research environment

Project: CLARIFY

Updated at: 09-05-2024

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Project acronym CLARIFY

Federating Unlabeled Samples: A Semi-supervised Collaborative Framework for Whole Slide Image Analysis

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Project acronym CLARIFY

Constrained Multiple Instance Learning for Ulcerative Colitis Prediction Using Histological Images

Project: CLARIFY

Updated at: 09-05-2024

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Whole-Exome Sequencing Reveals High Mutational Concordance between Primary and Matched Recurrent Triple-Negative Breast ...

Project: CLARIFY

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Advancing Content-Based Histopathological Image Retrieval Pre-Processing: A Comparative Analysis of the Effects of Color...

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A Self-Training Weakly-Supervised Framework for Pathologist-Like Histopathological Image Analysis

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Updated at: 09-05-2024

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Project acronym CLARIFY

Resources

Selected filters:

A Deep Embedded Framework for Spitzoid Neoplasm Classification Using DNA Methylation Data

Focused active learning for histopathological image classification

Attention to Detail: Inter-Resolution Knowledge Distillation

pFedV: Mitigating Feature Distribution Skewness via Personalized Federated Learning with Variational Distribution Constr...

Multi-Resolution Framework For Spitzoid Neoplasm Classification Using Histological Data

Federating Medical Deep Learning Models from Private Jupyter Notebooks to Distributed Institutions

Deep Learning for Skin Melanocytic Tumors in Whole-Slide Images: A Systematic Review

A Spitzoid Tumor dataset with clinical metadata and Whole Slide Images for Deep Learning models

Self-supervised learning of a tailored Convolutional Auto Encoder for histopathological prostate grading

A novel self-learning framework for bladder cancer grading using histopathological images

Towards a Privacy-Preserving Distributed Cloud Service for Preprocessing Very Large Medical Images

Image-based multiplex immune profiling of cancer tissues: translational implications. A report of the International Immu...

A Survey on Dataset Distillation: Approaches, Applications and Future Directions

OpenIaC: open infrastructure as code - the network is my computer

Context-Aware Notebook Search in a Jupyter-Based Virtual Research Environment

A Dense Retrieval System and Evaluation Dataset for Scientific Computational Notebooks

CWL-FLOps: A Novel Method for Federated Learning Operations at Scale

WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval

Challenging Mitosis Detection Algorithms: Global Labels Allow Centroid Localization

CNSVRE: A Qery Reformulated Search System with ExplainableSummarization for Virtual Research Environment

Toward More Transparent and Accurate Cancer Diagnosis With an Unsupervised CAE Approach

Towards a Service-based Adaptable Data Layer for Cloud Workflows

Spatial analyses of immune cell infiltration in cancer: current methods and future directions: A report of the Internati...

Uninformed Teacher-Student for hard-samples distillation in weakly supervised mitosis localization

Notebook-as-a-VRE (NaaVRE): From private notebooks to acollaborative cloud virtual research environment

Federating Unlabeled Samples: A Semi-supervised Collaborative Framework for Whole Slide Image Analysis

Constrained Multiple Instance Learning for Ulcerative Colitis Prediction Using Histological Images

Whole-Exome Sequencing Reveals High Mutational Concordance between Primary and Matched Recurrent Triple-Negative Breast ...

Advancing Content-Based Histopathological Image Retrieval Pre-Processing: A Comparative Analysis of the Effects of Color...

A Self-Training Weakly-Supervised Framework for Pathologist-Like Histopathological Image Analysis