Author

John M. Baldoni

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

Bioengineering· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:clustering· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Chaitanya GuptaiD· 1 shared Emmanuel P. Quévy· 1 shared Hanh H. NguyeniD· 1 shared Jeremy Hui· 1 shared Kishan Aryasomayajula· 1 shared Nicki Chin· 1 shared Roger T. HoweiD· 1 shared Sean R. Fischer· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 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 paperBioengineering

Chaitanya GuptaORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Machine Learning-Augmented Analysis of Nano-electrochemical Sensor Data for Predictive and Quantitative Assays of Complex Biological Samples

Chaitanya Gupta, Kishan Aryasomayajula, Sean R. Fischer, Zheng Jia, Nicki Chin, Hanh H. Nguyen, Z. Tanveer Baig, Jeremy Hui, Roger T. Howe, John M. Baldoni, Emmanuel P. Quévy

This paper uses machine learning to analyze nano-electrochemical sensor data for classification, identification, and quantitation of biological samples without requiring specific probes or labels.

bioRxiv · Nov 27, 2025 · PreprintBioengineering