Fine tuned personalized machine learning models to detect insomnia risk based on data from a smart bed platform by Trevor Winger, Trevor Winger, Vidhya Chellamuthu, Dmytro Guzenko, Mark Aloia, Mark Aloia, Shawn Barr, Susan DeFranco, Brandon Gorski, Faisal Mushtaq, Gary Garcia-Molina, Gary Garcia-Molina

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Digital Measures Development: Lessons Learned from an Expert Workshop Addressing Cross-Therapeutic Area Measures of Sleep by Piper Fromy, Michael Kremliovsky, Emmanuel Mignot, Mark Aloia, Jonathan Berent, Farah Hasan, Dennis Hwang, Jiat-Ling Poon, Rebecca Malcolm, Christopher Miller, Womba Nawa, Jessie Bakker

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Unobtrusive Skin Temperature Estimation on a Smart Bed by Gary Garcia-Molina, Trevor Winger, Nikhil Makaram, Megha Rajam Rao, Pavlo Chernega, Yehor Shcherbakov, Leah McGhee, Vidhya Chellamuthu, Erwin Veneros, Raj Mills, Mark Aloia, Kathryn J. Reid

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