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Publications

Academic publications and presentations on artificial intelligence, machine learning, and clinical medicine.

• DeepHeart: semi-supervised sequence learning for cardiovascular risk prediction. AAAI Conference on Artificial Intelligence, 2018.
• Passive detection of atrial fibrillation using a commercially available smartwatch. Journal of the American Medical Association Cardiology, 2018
• Semi-Supervised Sequence Learning for Continuous Digital Biomarkers. NeurIPS Machine Learning for Health Workshop. A more mature version was later published in AAAI-2018, above.
• On-demand language model interpolation for mobile speech input. Interspeech 2010
• Experimental study of energy-minimizing point configurations on spheres. Experimental Mathematics, 2019