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statLens — Closed‑Loop AI System for Hypothesis Generation and Statistical Modeling of Large Biomedical Datasets
High‑dimensional biomedical datasets such as transcriptomics, proteomics, metabolomics, and multi‑omics require complex analytical workflows that integrate domain knowledge, statistical modeling, and reproducible reasoning. Current pipelines rely heavily on manual scripting, fragmented tools, and expert statisticians to generate hypotheses, select model...
Published: 3/9/2026
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Inventor(s): Ali Rahnavard
Keywords(s):
Category(s): Technology Classifications > Computers Electronics & Software > Healthcare IT
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microCafe: Revolutionizing Genomic Analysis with Large Language Models
Analyzing metagenomic (DNA) and metatranscriptomic (RNA) sequence data is technically challenging and time-consuming. This process often necessitates assembly and mapping sequencing reads to existing databases of target genomic information; however, these databases are memory intensive and frequently limited in scope. Additionally, the mapping and assembly...
Published: 2/2/2026
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Inventor(s): Ali Rahnavard, Keith Crandall
Keywords(s):
Category(s): Technology Classifications > Research Tools
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PMU-Embedded Analytics for Online Event Detection and Classification in Power Grids
The energy requirement of the world is increasing exponentially every year. With the power demand sites concentrated in the region with the highest population density, energy production sites must be located remotely. This isolation requires lengthy and complicated grids to be designed and manufactured to transmit power over long distances. Grid failures...
Published: 1/9/2026
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Inventor(s): Payman Dehghanian, Shiyuan Wang, Li Li
Keywords(s):
Category(s): Technology Classifications > Industrial or Consumer Tech > Energy Infrastructure and Environment
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