83 citations · 87 across the 10 of their papers we have counts for
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Sharpness-Aware Minimization (SAM) Improves Classification Accuracy of Bacterial Raman Spectral Data Enabling Portable Diagnostics
Kaitlin Zareno, Jarett Dewbury, Siamak K. Sorooshyari +2
Antimicrobial resistance is expected to claim 10 million lives per year by 2050, and resource-limited regions are most affected. Raman spectroscopy is a novel pathogen diagnostic a…
Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images
Srilakshmi Premachandran, Amit Kumar Bhuyan, Loza F. Tadesse
Single-cell molecular characterization remains a bottleneck in scalable biological analysis because of labeling requirements, limited multiplexing, and reagents that perturb physio…
Deep Speckle Holography Redefines Label-free Nanoparticle Phenotyping
Yanmin Zhu, Yuxing Li, Jingyan Chen +9
Nanoparticle metrology has long been constrained by the assumption that, in mixed and unprocessed fluids, particle size, morphology, composition, and species-specific abundance can…
Non-perturbative Bacterial Identification Directly from Solid Agar Plates Using Raman
Jeong Hee Kim, Jia Dong, Marissa Morales +1
Raman spectroscopy is a promising tool for microbial identification, yet its implementation in microbiology and clinical workflow is still restricted due to the accompanying additi…