Author

Eric Z. Chen

Dana-Farber Cancer InstituteORCID 0000-0001-5002-720XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell type annotation· 2 Organism:human· 2 Assay:imaging· 2 Approach:deep learning· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Hongda JiangiD· 2 shared Junyan WuiD· 2 shared Ruichen RongiD· 2 shared Dong XuiD· 1 shared Xiaoxiao LiiD· 1 shared Xiaoxiao LiiD· 1 shared Xu Dong· 1 shared

Activity by Year

2018-2018 · peak 2/yr

Co-Author Collaboration Network

7 top collaborators · 17 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersBioinformatics

Hongda JiangORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Lesion Attributes Segmentation for Melanoma Detection with Deep Learning

Eric Z. Chen, Xu Dong, Junyan Wu, Hongda Jiang, Xiaoxiao Li, Ruichen Rong

The paper presents two deep learning models for detecting melanoma lesion attributes using dermoscopic images, achieving a Jaccard index of 0.433 on test data.

bioRxiv · Sep 10, 2018 · PreprintBioinformatics

Skin Lesion Classification Via Combining Deep Learning Features and Clinical Criteria Representations

Xiaoxiao Li, Junyan Wu, Hongda Jiang, Eric Z. Chen, Dong Xu, Ruichen Rong

This paper proposes a two-stage method combining deep learning features and clinical criteria for automated skin lesion classification, achieving promising accuracy on the ISIC 2018 dataset.

bioRxiv · Aug 1, 2018 · PreprintBioinformatics