Author

Sunčica Čanić

University of California, BerkeleyORCID 0000-0002-1527-5694Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1 Cancer Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Yifan WangiD· 2 shared Boris MuhaiD· 1 shared Eugenio AulisaiD· 1 shared Martina BukačiD· 1 shared Rifat Rejuan· 1 shared Sanjoy Kumar· 1 shared Travis ThompsoniD· 1 shared Wei LiiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 18 mutual co-author links

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2 shared papersCancer Biology

Yifan WangORCID

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2 papers

Recent·Most cited

Cancer BiologyInternational Journal for Numerical Methods in Biomedical EngineeringPeer-reviewedApr 1, 2025

Validation of a Microfluidic Device Prototype for Cancer Detection and Identification: Circulating Tumor Cells Classification Based on Cell Trajectory Analysis Leveraging Cell-Based Modeling and Machine Learning

Rifat Rejuan, Eugenio Aulisa, Wei Li…·Yifan Wang

This paper validates a microfluidic device for CTC classification using cell trajectory analysis and machine learning, showing potential for early cancer detection.

11 citations

humandeep learning

𝕏 PostBluesky

BioengineeringPLoS Computational BiologyPeer-reviewedNov 11, 2024

A Computational Algorithm for Optimal Design of Bioartificial Organ Scaffold Architectures

Martina Bukač, Sunčica Čanić, Boris Muha, Yifan Wang

The paper develops a computational algorithm to design optimal bioartificial organ scaffold architectures that maintain oxygen levels above a critical threshold.

8 citations

deep learningstatistical model

𝕏 PostBluesky