Author

A. Kajdacsy-Balla

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Pathology· 2 Bioengineering· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell type annotation· 3 Assay:imaging· 3 Approach:deep learning· 2 Organism:human· 2 Approach:experimental assay· 1

Frequent Co-Authors

G. Popescu· 3 shared H. Majeed· 2 shared M. Takabayashi· 2 shared M. Sakakura· 1 shared S. Borhani· 1 shared V. Macias· 1 shared

Activity by Year

2017-2021 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 9 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

3 shared papersPathology

G. Popescu

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

Label-free imaging of collagen fibers in tissue slices using phase imaging with computational specificity

M. Sakakura, V. Macias, S. Borhani, A. Kajdacsy-Balla, G. Popescu

This paper introduces PICS, a method that uses deep learning to infer collagen distribution from unlabeled tissue images, matching ground truth metrics.

bioRxiv · Nov 19, 2021 · PreprintPathology

Tissue spatial correlation as cancer marker

M. Takabayashi, H. Majeed, A. Kajdacsy-Balla, G. Popescu

The paper introduces a new cancer marker based on spatial autocorrelation length from quantitative phase images and demonstrates its application in diagnosing breast tissue.

bioRxiv · Dec 10, 2018Pathology

Tissue disorder strength measured by quantitative phase imaging as intrinsic cancer marker

M. Takabayashi, H. Majeed, A. Kajdacsy-Balla, G. Popescu

This study uses quantitative phase imaging to measure tissue disorder strength, finding it increases with disease progression in breast tissue samples.

bioRxiv · Dec 28, 2017Bioengineering