Prof. Andrea Armani

@drarmani.bsky.social

Living duality of careers: Prof of Engineering & Sr Director of Engineering; Fellow (Fella) of many technical societies; explores photonics, materials, & diagnostics; loves cats, dogs, chocolate, & family. Personal opinions. (Previously: @ProfArmani)

Low-photon FLIM data is messy. So we built NC-PCA, a denoising approach that preserves signal structure while stripping away noise & validated on synthetic data, dyes, & >800 colorectal cancer organoids. Proud of this team! Paper link: www.nature.com/articles/s41... 🧪💡@academic-chatter.bsky.social

Denoising of fluorescence lifetime imaging data via principal component analysis - Scientific Reports

Scientific Reports - Denoising of fluorescence lifetime imaging data via principal component analysis

nature.com

Excited to share our team’s work on improving FLIM metabolic imaging. NC-PCA selectively removes shot noise without filters or training. The result? Clearer phasors, higher accuracy, & better biological insights. www.nature.com/articles/s41... @springernature.com @academic-chatter.bsky.social 💡🧪

Denoising of fluorescence lifetime imaging data via principal component analysis - Scientific Reports

Scientific Reports - Denoising of fluorescence lifetime imaging data via principal component analysis

nature.com

If you're the person who just stopped all traffic on the CA10 to try to catch a tiny gray kitten or the guy who crawled under your Prius to pull the little guy out of your wheel well after he got scared... Thank you for making the world a better place.

Are you an undergrad passionate about cutting-edge biotechnology research & looking to make a difference in healthcare? We're hiring a 1yr intern! Possible efforts: 🔹 Designing & building optical imaging systems 🔹 Developing image analysis algorithms 🔹 Performing data acquisition & analysis

My favorite: I buy some particles from a company, & I need to know the composition for some modeling. I politely reach out & ask, only to be told it's a "trade secret". I'll see your trade secret and raise you a TEM with EDX. 😏😂 #chemsky 🧪