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Pradeep Chauhan

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Articles

Non-invasive profiling of the tumour microenvironment with spatial ecotypes

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By Wubing Zhang, Erin Brown, Abul Usmani, Noah Earland, Minji Kang, Chibuzor Olelewe, Anushka Viswanathan, Pradeep Chauhan, Chloé B. Steen, Hyun Soo Jeon, Susanna Avagyan, Irfan Alahi, Nicholas Semenkovich, Janella Schwab, Chloé Sachs, Faridi Qaium, Peter Harris Verified, Qingyuan Cai, Andrew J. Gentles, James Knight, Rondell P Graham, Antonietta Bacchiocchi, Peter Lucas, Ryan Fields, Mario Sznol, Ruth Halaban, David Chen Verified, Aadel A. Chaudhuri, Aaron Newman
| Nature Verified
Abstract Multicellular programs in the tumour microenvironment (TME) drive cancer pathogenesis and response to therapy but remain challenging to identify and profile clinically1,2,3. Here, we present a machine-learning framework for multi-analyte profiling of spatially dependent cell states and multicellular ecosystems, termed spatial ecotypes (SEs).
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Borrowing Without Losing Balance

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By Pradeep Chauhan
| CXO Digital Pulse
For years, borrowing and formal credit were implicitly associated with a narrow audience: urban, salaried, and firmly rooted in Tier 1 markets. That assumption no longer reflects how lending actually works today. What we’re witnessing now is not merely a story of faster processes or smarter technology; it marks a fundamental shift in who credit is designed for and how safely and confidently it’s experienced in everyday life. The lending landscape has shifted dramatically.
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This Machine is a Beast: The Quantum Revolution Chip

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By Pradeep Chauhan
| Medium
Solves problem that could take a billion years — in 5 minutes Pradeep Chauhan · Follow 4 min read · -- Dr Erik Lucero, lead engineer of Google Quantum AI, points to motherboards while leading media on a tour of the Quantum Computing Lab in September 2022. Photograph: Frederic J Brown/AFP/Getty Images Today morning, I just saw a lot of news that made me both excited and nervous.
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