Singh, Kapil Dev http://orcid.org/0000-0002-5682-0708
Osswald, Martin
Ziesenitz, Victoria C. http://orcid.org/0000-0003-2836-4212
Awchi, Mo
Usemann, Jakob http://orcid.org/0000-0002-9987-2866
Imbach, Lukas L.
Kohler, Malcolm
García-Gómez, Diego
van den Anker, Johannes
Frey, Urs
Datta, Alexandre N.
Sinues, Pablo http://orcid.org/0000-0001-5602-2880
Funding for this research was provided by:
Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (320030_173168, PCEGP3_181300)
Fondation Botnar
Article History
Received: 9 January 2021
Accepted: 15 July 2021
First Online: 2 August 2021
Competing interests
: PS and MK are cofounders of Deep Breath Intelligence AG (Switzerland), which develops breath-based diagnostic tools. KS is consultant for Deep Breath Intelligence AG (Switzerland). All other authors declare no competing interests. The breath-analysis concept of predicting drug concentrations and risk scores, and the data-processing pipeline discussed here have been incorporated in the European patents 20186274.5, filed on July 16<sup>th</sup> 2020 and 21185400.5, filed on July 13<sup>th</sup> 2021, respectively.