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Because Younis's only access to ibrutinib would have been through a placebo-controlled trial — and he didn't like the idea that he might not be getting the real thing — he opted instead to enrol in an early-stage, open-label safety trial of zanubrutinib.
It is interesting to note that, in the study by Lumsden et al. (Lumsden et al., 1991), although no attempt was made to label distinct regions of the neural fold, the authors found that, when the neural fold in the midbrain was labeled at early stages, only labeling of the ectomesenchyme was observed in the majority of cases.
Conversely, to assess cell death, treated cultures were stained with Annexin V-FITC and propidium iodide (to label early-stage apoptotic cells and late-stage apoptotic/necrotic cells respectively).
Shannon does a lot of direct negotiation with FDA about labeling and assists her clients with both early-stage and end-game labeling matters.
All labeled patients had early-stage tumors (stage IA, IB, IIA or IIB) and did not receive preoperative or postoperative chemotherapy.
Most importantly, the revelation of lipid-rich circulating tumour cells suggests possible development of CARS intravital flow cytometry for label-free detection of early-stage cancer metastasis.
Finally, the revelation of lipid-rich CTCs by CARS imaging could enable future development of label-free intravital CARS flow cytometry for early-stage diagnosis of cancer metastasis.
Many early-stage startups are solving their cold start problem by creating data simulators to generate contextually relevant data with quality labels in order to train their algorithms.
It's not just early-stage investments.
Seed early-stage research.
Early-Stage Investing.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com