Beckman Laser Institute and Medical Clinic

Generative AI‐Enabled Discovery and Experimental Demonstration of Ultra‐Broadband Epsilon‐Near‐Zero Perfect Absorbers

ABSTRACT Artificial intelligence is reshaping the discovery and engineering of photonic materials. Here, we introduce a data‐driven framework that employs a generative deep neural network to create ultrathin, multilayer epsilon‐near‐zero absorbers with record‐breaking broadband p...

Hyperspectral dual-comb compressive ghost imaging with deep learning reconstruction

Ghost imaging reframes image formation by replacing pixelated sensors with correlation measurements between structured illumination and a single-pixel detector, enabling capabilities that are difficult or impossible for conventional cameras. This powerful technique is inherently...

Inhibiting glioma cell invasion by sequential photo-sonodynamic therapy

INTRODUCTION: Despite aggressive surgical resection and adjuvant chemoradiotherapy, malignant gliomas inevitably recur due to the persistence of infiltrative tumor cells at the resection margins. Although photodynamic therapy (PDT) has demonstrated the ability to inhibit glioma c...

A Pan-Cancer Target Trial Emulation of Exercise and Distant Disease-Free Recurrence

BACKGROUND: We leveraged observational data to conduct a target trial emulation (TTE) framework evaluating the association of exercise on distant disease-free survival (DDFS) in a pan-cancer cohort. METHODS: To emulate a randomized controlled trial (RCT), a "historical" exercise...