Selected Journal Papers

2020

• Probing the physical limits of reliable DNA data retrieval, Nature Communications, vol. 11, art. 616 (2020)
• Controlling for Participants' Viewing Distance in Large-Scale, Psychophysical Online Experiments, Nature Scientific Reports vol. 10, art. 904 (2020)
• From local explanations to global understanding with explainable AI for trees, Nature Machine Intelligence 17 January 2020

2019

• Modeling other minds: Bayesian inference explains human choices in group-decision making, Science Advances 27 November 2019, vol. 5, no. 11
• Assessment of Machine Learning of Breast Pathology Structures for Automated Differentiation of Breast Cancer and High-Risk Proliferative Lesions, JAMA Network Open August 9, 2019 2(8):e19877
• DNA assembly for nanopore data storage readout, Nature Communications vol. 10, art. 2933 (2019)
• Contactless cardiac arrest detection using smart devices, npj Digital Medicine 2, art. 52 (2019)
• De novo protein design by citizen scientists, Nature 5 June 2019
• Detecting middle ear fluid using smartphones, Science Translational Medicine 15 May 2019, vol. 11, issue 492
• Molecular digital data storage using DNA, Nature Reviews Genetics 08 May 2019
• BrainNet: A Multi-Person Brain-to-Brain Interface for Direct Collaboration Between Brains, Nature Scientific Reports vol. 9, art. 6115 (2019)
• High density DNA data storage library via hydration with digital microfluidic retrieval, Nature Communications vol. 10, art. 1706 (2019)
• Demonstration of end-to-end automation of DNA data storage, Nature Scientific Reports vol. 9, art. 4998 (2019)
• AIControl: Replacing matched control experiments with machine learning improves ChIP-seq peak identification, Nucleic Acids Research gkz156, 14 March 2019
• Opioid overdose detection using smartphones, Science Translational Medicine 09 Jan 2019: vol. 11, issue 474

2018

• Explainable AI predicts blood-oxygen levels during anaesthesia, Nature Biomedical Engineering vol. 2, pp. 749–760 (2018)
• Single-cell profiling of the developing mouse brain and spinal cord with split-pool barcoding, Science 13 Apr 2018: vol. 360, issue 6385, pp. 176-182
• Random access in large-scale DNA data storage, Nature Biotechnology vol. 36, pp. 242–248 (2018)
• A machine learning approach to integrate big data for precision medicine in acute myeloid leukemia, Nature Communications vol. 9, art. 42 (2018)

2017 & Earlier

• A spatially localized architecture for fast and modular DNA computing, Nature Nanotechnology vol. 12, pp. 920–927 (2017)
• Determining crystal structures through crowdsourcing and coursework, Nature Communications vol. 7, art. 12549 (2016)
• Navigating a 2D virtual world using direct brain stimulation, Frontiers in Robotics and AI 16 November 2016
• A direct brain-to-brain interface in humans, PLOS ONE November 5, 2014
• Conditionally fluorescent molecular probes for detecting single base changes in double-stranded DNA, Nature Chemistry vol. 5, pp. 782–789 (2013)
• Increased Diels-Alderase activity through backbone remodeling guided by Foldit players, Nature Biotechnology vol. 30, pp. 190–192 (2012)
• Crystal structure of a monomeric retroviral protease solved by protein folding game players, Nature Structural & Molecular Biology vol. 18, pp. 1175–1177 (2011)