Skip to main content Skip to main navigation

Dr. Roland Roller

Organizational unit Speech and Language Technology
Contact +49 30 23895 1847 (Berlin)

https://dfki-nlp.github.io/authors/roland-roller/
Address (Berlin) DFKI Labor Berlin - HauptgebäudeAlt-Moabit 91cD-10559 Berlin

Publications

XAI for Better Exploitation of Text in Medical Decision Support

Ajay Madhavan Ravichandran; Julianna Grune; Nils Feldhus; Aljoscha Burchardt; Sebastian Möller; Roland Roller

In: Dina Demner-Fushman; Sophia Ananiadou; Makoto Miwa; Kirk Roberts; Junichi Tsujii (Hrsg.). Proceedings of the 23rd Workshop on Biomedical Natural Language Processing. Workshop on Current Trends in Biomedical Natural Language Processing (BioNLP-2024), located at Association for Computational Linguistics (ACL), August 16, Bangkok, Thailand, Pages 506-513, Association for Computational Linguistics, 8/2024.

To the publication

Assessing authenticity and anonymity of synthetic user-generated content in the medical domain.

Tomohiro Nishiyama; Lisa Raithel; Roland Roller; Pierre Zweigenbaum; Eiji Aramaki

In: Proceedings of CALD-Pseudo at EACL 2024. Conference of the European Chapter of the Association for Computational Linguistics (EACL-2024), March 17-22, St. Julians, Malta, ACL, 2024.

To the publication

Investigating the Impact of AI on Shared Decision-Making in Post-Kidney Transplant Care (PRIMA-AI): Protocol for a Randomized Controlled Trial

Bilgin Osmanodja; Zeineb Sassi; Sascha Eickmann; Carla Maria Hansen; Roland Roller; Aljoscha Burchardt; David Samhammer; Peter Dabrock; Sebastian Möller; Klemens Budde; Anne Herrmann

In: JMIR Research Protocols, Vol. 13, No. 1, Pages 1-5, JMIR Publications Inc., Toronto, Canada, 2024.

To the publication
All publications

Profile

  • VERANDA

    Trustworthy anonymization of sensitive patient data for remote consultations

    The primary aim of VERANDA is to explore and promote informational self-determination in the context of personal and sensitive medical data, especially among stigmatized groups. This includes…

    VERANDA

  • Medinym

    AI-based anonymization of personal patient data in clinical text and voice databases

    In the Medinym project, we are pursuing the goal of completely anonymising the speaker identity of a speaker, both on voice and on statement/semantic level, without losing emotional or diagnostic…

    Medinym

  • SmartNTX

    Interactive AI-based decision-making competence for transplant medicine

    The chances of success of a transplant have steadily improved thanks to medical progress; this also applies to the kidney, the most frequently transplanted organ in Germany. Nevertheless, especially…

    SmartNTX

  • PRIMA-AI

    Prospectively investigating the impact of AI on shared decision making in post-kidney transplant care

    Health care is undergoing a transformation from a paternalistic to a patient-centred approach. Medical decision-making is therefore a collaborative process between patients, their relatives and…

  • adBoard

    Therapeutic Assistance and Decision Algorithms for Hepatobiliary Tumor Boards

    Interdisciplinary tumour conferences with doctors from different disciplines are the key to the best possible diagnosis and therapy of cancer. The information about the patient and the tumour that is…

Show all projects