Author

Chyon Hae Kim

Iwate UniversityORCID 0000-0002-7360-4986Unclaimed 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:benchmarking· 1 Approach:deep learning· 1 Research Focus:genome assembly· 1 Organism:plant (other)· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Akio KimuraiD· 1 shared Hiroyoshi IwataiD· 1 shared Hiroyuki ShimonoiD· 1 shared Tanzila IslamiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 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

1 shared paperBioinformatics

Akio KimuraORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

ConvCGP: A Convolutional Neural Network to Predict Genotypic Values of Rice Traits from Compressed Genome-Wide Polymorphisms

Tanzila Islam, Chyon Hae Kim, Hiroyuki Shimono, Akio Kimura, Hiroyoshi Iwata

The paper introduces ConvCGP, a deep learning framework combining CNNs and autoencoders to predict rice trait genotypic values from compressed genome-wide polymorphism data, outperforming existing methods.

bioRxiv · Nov 20, 2024 · PreprintBioinformatics