Author

Jiayi Cheng

National Institutes of Health

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

Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Benjamin D. SolomoniD· 1 shared Cristina ConatiiD· 1 shared Dat DuongiD· 1 shared Elisabeth AndréiD· 1 shared Ömer SümeriD· 1 shared Rebekah L. WaikeliD· 1 shared Suzanna E. Ledgister HanchardiD· 1 shared Tobias HuberiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 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 paperGenetic & Genomic Medicine

Benjamin D. SolomonORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Application of deep learning and explainable AI-supported medical decision-making for facial phenotyping in genetic syndromes

Ömer Sümer, Tobias Huber, Jiayi Cheng, Dat Duong, Suzanna E. Ledgister Hanchard, Cristina Conati, Elisabeth André, Benjamin D. Solomon, Rebekah L. Waikel

This study evaluates if explainable AI (XAI) improves diagnostic accuracy and confidence in genetic syndrome recognition using facial images, finding mixed results with AI predictions having greater impact than XAI explanations.

Clinical Dysmorphology · Oct 8, 2026Peer-reviewedGenetic & Genomic Medicine