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Dipl.-Inform. Hans-Jürgen Profitlich

Organizational unit Interactive Machine Learning
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Publications

Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project

Md Abdul Kadir; Hasan Md Tusfiqur Alam; Pascale Maul; Hans-Jürgen Profitlich; Moritz Wolf; Daniel Sonntag

3/2024.

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Giving DIAnA More TIME – Guidance for the Design of XAI-Based Medical Decision Support Systems

Enrico Bunde; Daniel Eisenhardt; Daniel Sonntag; Hans-Jürgen Profitlich; Christian Meske

In: 18th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2023. International Conference on Design Science Research in Information Systems and Technology (DESRIST-2023), May 31 - June 3, Pretoria, South Africa, Springer Nature Switzerland, 5/2023.

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A Case Study on Pros and Cons of Regular Expression Detection and Dependency Parsing for Negation Extraction from German Medical Documents. Technical Report

Hans-Jürgen Profitlich; Daniel Sonntag

Technical Report, BMBF, DFKI Research Reports (RR), Vol. 1, 5/2021.

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All publications

Profile

  • No-IDLE

    Interactive Deep Learning Enterprise

    In recent years, machines have surpassed humans in the performance of specific and narrow tasks such as some aspects of image recognition or decision making along clinical pathways in the medical…

    No-IDLE

  • Ophthalmo-AI

    Intelligent, Cooperative Medical Decision Support in Ophthalmology

    The goal of Ophthalmo-AI is to develop better diagnostic and therapeutic decision support in ophthalmology through effective collaboration of machine and human expertise (Interactive Machine Learning…

    Ophthalmo-AI

  • pAItient

    Protected Artificial Intelligence Innovation Environment for Patient Oriented Digital Health Solutions for developing, testing and evidence based evaluation of clinical value.

    Developments in recent years, such as low-cost hardware for enormous computing power and machine learning techniques, have given AI new impetus in medicine as well, and in many medical application…

  • KI-Para-Mi

    KI-getriebener Paradigmenwechsel durch Mitarbeiter-zentrische Schicht- und Dienstplanung zur Verringerung des Pflegenotstands

    The goal of the KI-Para-Mi project is to develop an intelligent personnel planning system for flexible shift scheduling in nursing, which above all takes into account the interests of the employees.…

    KI-Para-Mi

  • ADiWa

    Alliance Digital Product Flow

    Alliance Digital Product Flow

     

    ADiWa
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