BEGIN:VCALENDAR VERSION:2.0 PRODID:-//Sabre//Sabre VObject 4.5.8//EN CALSCALE:GREGORIAN BEGIN:VTIMEZONE TZID:Europe/Zurich X-LIC-LOCATION:Europe/Zurich TZURL:http://tzurl.org/zoneinfo/Europe/Zurich BEGIN:DAYLIGHT TZOFFSETFROM:+0100 TZOFFSETTO:+0200 TZNAME:CEST DTSTART:19810329T020000 RRULE:FREQ=YEARLY;BYMONTH=3;BYDAY=-1SU END:DAYLIGHT BEGIN:STANDARD TZOFFSETFROM:+0200 TZOFFSETTO:+0100 TZNAME:CET DTSTART:19961027T030000 RRULE:FREQ=YEARLY;BYMONTH=10;BYDAY=-1SU END:STANDARD END:VTIMEZONE BEGIN:VEVENT UID:news68@rds.unibas.ch DTSTAMP;TZID=Europe/Zurich:20221202T183228 DTSTART;TZID=Europe/Zurich:20221216T123000 SUMMARY:From clinical decision support and explainable AI towards digital t wins DESCRIPTION:Abstract:\\r\\nThis presentation will summarize the main work d one in the research group of Henning Müller at the HES-SO Valais in Sierr e on medical multimodal data analysis. This work ranges from image creatio n differences\, to biomarker extraction from radiology and histopathology images towards clinical decision support. An essential part of integrating the mainly deep learning based approaches is to be able to explain decisi ons and predictions\, whereas deep learning networks are usually black box es.\\r\\nAll these aspects can help to create a digital view on patients w here several options for prevention or treatment can be adapted interactiv ely. This is also name digital twins in industry and is a concept that we expect to become more common in the medical field when longitudinal data o n patients is available.\\r\\nBiography:\\r\\nHenning Müller studied medi cal informatics at the University of Heidelberg\, Germany\, then worked at Daimler-Benz research in Portland\, OR\, USA. From 1998-2002 he worked on his PhD degree in computer vision at the University of Geneva\, Switzerla nd with a research stay at Monash University\, Melbourne\, Australia. Sinc e 2002\, Henning has been working for the medical informatics service at t he University Hospital of Geneva. Since 2007\, he has been a full professo r at the HES-SO Valais and since 2011 he is responsible for the eHealth un it of the school. Since 2014\, he is also professor at the medical faculty of the University of Geneva. In 2015/2016 he was on sabbatical at the Mar tinos Center\, part of Harvard Medical School in Boston\, MA\, USA to focu s on research activities. Henning is coordinator of the ExaMode EU project \, was coordinator of the Khresmoi EU project\, scientific coordinator of the VISCERAL EU project. Since early 2020 he is also a member of the Swiss National Research Council. X-ALT-DESC:

Abstract:

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This presentation will summarize the main work done in the research group of Henning Müller at the HES-SO Val ais in Sierre on medical multimodal data analysis. This work ranges from i mage creation differences\, to biomarker extraction from radiology and his topathology images towards clinical decision support. An essential part of integrating the mainly deep learning based approaches is to be able to ex plain decisions and predictions\, whereas deep learning networks are usual ly black boxes.

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All these aspects can help to create a digital vie w on patients where several options for prevention or treatment can be ada pted interactively. This is also name digital twins in industry and is a c oncept that we expect to become more common in the medical field when long itudinal data on patients is available.

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Biography:

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Henning Müller studied medical informatics at the University of Heidelber g\, Germany\, then worked at Daimler-Benz research in Portland\, OR\, USA. From 1998-2002 he worked on his PhD degree in computer vision at the Univ ersity of Geneva\, Switzerland with a research stay at Monash University\, Melbourne\, Australia. Since 2002\, Henning has been working for the medi cal informatics service at the University Hospital of Geneva. Since 2007\, he has been a full professor at the HES-SO Valais and since 2011 he is re sponsible for the eHealth unit of the school. Since 2014\, he is also prof essor at the medical faculty of the University of Geneva. In 2015/2016 he was on sabbatical at the Martinos Center\, part of Harvard Medical School in Boston\, MA\, USA to focus on research activities. Henning is coordinat or of the ExaMode EU project\, was coordinator of the Khresmoi EU project\ , scientific coordinator of the VISCERAL EU project. Since early 2020 he i s also a member of the Swiss National Research Council.

DTEND;TZID=Europe/Zurich:20221216T133000 END:VEVENT END:VCALENDAR