World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
33
Citations
4988
World Ranking
12633
National Ranking
207

Overview

Christian Lovis is affiliated with the University of Geneva in Switzerland and has a substantial body of work spanning the fields of Medicine and Computer Science. Their research primarily intersects artificial intelligence applications in healthcare, with considerable attention to biomedical text mining, machine learning, and natural language processing techniques.

They have authored and co-authored papers on various topics including the evaluation of interpretability methods in time-series classification, the use of standardized clinical terminologies in healthcare text processing, and guidelines for digital health implementation reporting.

  • Evaluation of post-hoc interpretability methods in time-series classification, 2023, Nature Machine Intelligence
  • Use of the Systematized Nomenclature of Medicine Clinical Terms (SNOMED CT) for Processing Free Text in Health Care: Systematic Scoping Review, 2020, Journal of Medical Internet Research
  • iCHECK-DH: Guidelines and Checklist for the Reporting on Digital Health Implementations, 2023, Journal of Medical Internet Research
  • Prompt Engineering Paradigms for Medical Applications: Scoping Review, 2024, Journal of Medical Internet Research
  • Hypothermic Cardiac Arrest - Retrospective cohort study from the International Hypothermia Registry, 2021, Resuscitation

Frequent co-authors who have collaborated extensively with Christian Lovis include Christophe Gaudet-Blavignac, Mina Bjelogrlic, Jamil Zaghir, Hugues Turbé, and Jean-Philippe Goldman. These collaborations reflect a network of researchers in medical informatics and related areas.

Their research outputs are published predominantly in journals and venues focused on health informatics and medical internet research, including:

  • Studies in Health Technology and Informatics
  • JMIR Medical Informatics
  • Zenodo (CERN European Organization for Nuclear Research)
  • Journal of Medical Internet Research
  • arXiv (Cornell University)

Christian Lovis's work covers several specialized subfields including artificial intelligence, general health professions, molecular biology, cardiology and cardiovascular medicine, and epidemiology. Key research topics include biomedical text mining and ontologies, topic modeling, machine learning applications in healthcare, mobile health and mHealth applications, electronic health records systems, natural language processing techniques, and cardiac arrest and resuscitation.

They have contributed to academic book publications as well, notably participating in the compilation titled Digital Personalized Health and Medicine: Proceedings of MIE 2020, published by Medical Informatics Europe in 2020.

Best Publications

  • Patient-centered Applications: Use of Information Technology to Promote Disease Management and Wellness. A White Paper by the AMIA Knowledge in Motion Working Group

    George Demiris;Lawrence B. Afrin;Stuart M. Speedie;Karen L. Courtney

  • Clinical Data Reuse or Secondary Use: Current Status and Potential Future Progress.

    S M Meystre;Christian Lovis;T Bürkle;G Tognola

  • Considerations for ethics review of big data health research: A scoping review

    Marcello Ienca;Agata Ferretti;Samia Hurst;Milo Puhan

  • Evaluating user interactions with clinical information systems: a model based on human-computer interaction models

    Christelle Despont-Gros;Henning Mueller;Christian Lovis

  • A Risk Analysis Method to Evaluate the Impact of a Computerized Provider Order Entry System on Patient Safety

    Pascal Bonnabry;Christelle Despont-Gros;Damien Grauser;Pierre Casez

  • Preparation and Use of Preconstructed Orders, Order Sets, and Order Menus in a Computerized Provider Order Entry System

    Thomas H. Payne;Patricia J. Hoey;W. Paul Nichol;Christian Lovis

  • Telemedicine in Western Africa: lessons learned from a pilot project in Mali, perspectives and recommendations.

    Antoine Geissbuhler;Ousmane Ly;Christian Lovis;Jean-François L’Haire

  • Use and Understanding of Anonymization and De-Identification in the Biomedical Literature: Scoping Review

    Raphaël Chevrier;Raphaël Chevrier;Vasiliki Foufi;Vasiliki Foufi;Christophe Gaudet-Blavignac;Christophe Gaudet-Blavignac;Arnaud Robert;Arnaud Robert

  • Using argumentation to extract key sentences from biomedical abstracts.

    Patrick Ruch;Celia Boyer;Christine Chichester;Imad Tbahriti;Imad Tbahriti

  • Automatic medical encoding with SNOMED categories

    Patrick Ruch;Julien Gobeill;Christian Lovis;Antoine Geissbühler

  • Power of expression in the electronic patient record: structured data or narrative text?

    Christian Lovis;Robert H Baud;Pierre Planche

  • Handheld vs. Laptop Computers for Electronic Data Collection in Clinical Research: A Crossover Randomized Trial

    Guy Serge Antoine Haller;Guy Serge Antoine Haller;Dagmar M. Haller;Dagmar M. Haller;Delphine Courvoisier;Christian Lovis

  • Use of the Systematized Nomenclature of Medicine Clinical Terms (SNOMED CT) for Processing Free Text in Health Care: Systematic Scoping Review

    Christophe Gaudet-Blavignac;Christophe Gaudet-Blavignac;Vasiliki Foufi;Vasiliki Foufi;Mina Bjelogrlic;Mina Bjelogrlic;Christian Lovis;Christian Lovis

  • Status of health information exchange: a comparison of six countries.

    Thomas H Payne;Christian Lovis;Charles Gutteridge;Claudia Pagliari

  • Word segmentation processing: a way to exponentially extend medical dictionaries.

    Lovis C;Michel Pa;Baud R;Scherrer

  • Mining of Textual Health Information from Reddit: Analysis of Chronic Diseases With Extracted Entities and Their Relations

    Vasiliki Foufi;Vasiliki Foufi;Tatsawan Timakum;Christophe Gaudet-Blavignac;Christophe Gaudet-Blavignac;Christian Lovis;Christian Lovis

  • Electronic patient records: moving from islands and bridges towards electronic health records for continuity of care.

    Petra Knaup;Oliver Bott;Christian Kohl;Christian Lovis

  • Medical dictionaries for patient encoding systems: a methodology

    Christian Lovis;Robert H. Baud;Anne-Marie Rassinoux;Pierre-André Michel

  • Comprehensive management of the access to the electronic patient record: towards trans-institutional networks.

    Christian Lovis;Stéphane Spahni;Nicolas Cassoni;Antoine Geissbuhler

  • Attitude of physicians towards automatic alerting in computerized physician order entry systems. A comparative international survey.

    M. Jung;A. Hoerbst;W. O. Hackl;F. Kirrane

  • DebugIT for patient safety - improving the treatment with antibiotics through multimedia data mining of heterogeneous clinical data.

    Christian Lovis;Dirk Colaert;Veli N. Stroetmann

  • Methodological Review Evaluating user interactions with clinical information systems: A model based on human-computer interaction models

    Christelle Despont-Gros;Henning Mueller;Christian Lovis

Frequent Co-Authors

Patrick Ruch
Patrick Ruch Swiss Institute of Bioinformatics
Antoine Geissbuhler
Antoine Geissbuhler University of Geneva
Henning Müller
Henning Müller University of Applied Sciences and Arts Western Switzerland
Arie Hasman
Arie Hasman University of Amsterdam
Sabine Koch
Sabine Koch Karolinska Institute
Hans H. Hirsch
Hans H. Hirsch University Hospital of Basel
Claudia Pagliari
Claudia Pagliari University of Edinburgh
Alan L. Rector
Alan L. Rector University of Manchester
Denis F. Hochstrasser
Denis F. Hochstrasser University of Geneva
Pierre-Yves Bochud
Pierre-Yves Bochud University of Lausanne

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