Morphology-Guided Deep Learning for Nanoparticle Agglomeration Diagnostic Assays
Kartik Jhawar, Xiao‐Liu Chu, Joseph B. DeGrandchamp, Yueming Yin, Anjali Lalitha Peddibhotla, Shabina Banu, Farah Najwa Nabila Mohd Hatta, Yaoli Wang, Péter Török, Lipo Wang
This paper presents a morphology-guided deep learning platform for nanoparticle agglomeration assays, achieving high sensitivity and recall for DNA and SARS-CoV-2 RNA detection.
Scientific Reports · Mar 31, 2026Peer-reviewedBioengineering