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Katharina Kaiser

dblp:05/5006 · DBLP profile ↗
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12ranked-venue papers
7as first author
0since 2021 · last 2018
0000-0002-9810-3416ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 8 · 5 first-authorApplied, interdisciplinary, general and emerging computing · 5 · 3 first-authorHuman-computer interaction and ubiquitous computing · 4 · 1 first-authorGraphics, computer vision, multimedia, augmented reality and games · 2 · 1 first-authorDatabases, data management, data science and information retrieval · 1 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Databases, data mining, and information retrieval
1 paper
Information retrieval · 100%
Interdisciplinary, comprehensive, and emerging computing
1 paper
Medical and health informatics · 100%

Topics — the 2 heaviest of 3, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Information retrieval › document processing › document analysis
document annotation
0.112010
Easing semantically enriched information retrieval - An interactive semi-automatic annotation system for medical documents · Int. J. Hum. Comput. Stud. 2010
Information retrieval › search engines
semantic search
0.112010
Easing semantically enriched information retrieval - An interactive semi-automatic annotation system for medical documents · Int. J. Hum. Comput. Stud. 2010

Methods — techniques the papers use, named apart from their topics

semantic enrichment · 0.2interactive annotation · 0.2
YearPublicationVenuePosition
2018 A Multilingual Approach to Question Classification
Aikaterini-Lida Kalouli, Katharina Kaiser, Annette Hautli-Janisz, Georg A. Kaiser, Miriam Butt
LREC2
2011 CareCruiser: Exploring and visualizing plans, events, and effects interactively
abstract
In recent years, sophisticated visualization methods have been developed to support both, the logical structure and the time-oriented aspects of computer-executable clinical treatment plans. However, visualizing the effects of applying treatment plans as well as supporting the exploration of effects on the patient's condition are still largely unresolved tasks. To fill this gap, we have developed a prototype that enhances known visualization methods to communicate the processes of treatment plan application together with their effects on a patient's condition in an easily understandable way. Our prototype combines the advantages of enhanced visual recognition of patterns with traditional information of parameters' development. Thus, it provides means (1) to assess success or failure of previously applied treatment plans, (2) to explore the effects of each applied clinical action on the patient's condition, and (3) to identify sub-optimal treatment choices. These means help physicians to optimize their treatment choices and enable developers of clinical practice guidelines (CPGs) to investigate and readjust these treatment plans.
Theresia Gschwandtner, Wolfgang Aigner, Katharina Kaiser, Silvia Miksch, Andreas Seyfang
PacificVis3
2010 Supporting the Abstraction of Clinical Practice Guidelines Using Information Extraction
Katharina Kaiser, Silvia Miksch
NLDB1
2010 Easing semantically enriched information retrieval - An interactive semi-automatic annotation system for medical documents
Theresia Gschwandtner, Katharina Kaiser, Patrick Martini, Silvia Miksch
Int. J. Hum. Comput. Stud.2
2009 Versioning computer-interpretable guidelines: Semi-automatic modeling of 'Living Guidelines' using an information extraction method
Katharina Kaiser, Silvia Miksch
Artif. Intell. Medicine1
2008 MapFace - An Editor for MetaMap Transfer (MMTx)
abstract
Mapping concepts from medical terminologies, such as the UMLS, to medical documents is a prerequisite for many tasks of (automatically) processing documents. Due to the nature of the UMLS and the tools to accomplish the mapping, it is not always possible to achieve a correct and unambiguous mapping. This drawback led us to the development of an editor for correcting the obtained information. Our editor, MapFace, visualizes information received by the MetaMap Transfer (MMTx) program and enables users to edit and correct this information on both a conceptual and a syntactical level. By means of this functionality we are able to provide further processing steps with correct and appropriate input. Furthermore, the visualization features enable users to validate or even generate hypotheses, as well as support the better understanding of medical text. 1.
Katharina Kaiser, Theresia Gschwandtner, Patrick Martini
CBMS1
2008 Easing the Formalization of Clinical Guidelines with a User-tailored, Extensible Agile Model Driven Development (AMDD)
abstract
Transforming a text-based clinical guideline in a computer-interpretable form is a time-consuming and demanding task due to the various users involved, who have different technical and medical background. In the past, different guideline representation languages and supporting tools have been developed, however, these approaches seldom address the various users' demands and needs in the different steps of the guidelines' life cycle. Our approach is oriented on the guideline life-cycle and takes the requirements and the interactions of the various actors into account to formalize guidelines in a computer-interpretable guideline representation by using a semi-automatic way based on NLP techniques. We analyzed the guideline life-cycle and the roles of the actors to build such a model. This model is prototypical implemented and showed the usefulness and utility for the various users.
Patrick Martini, Katharina Kaiser, Silvia Miksch
CBMS2
2007 Formalizing 'Living Guidelines' Using LASSIE: A Multi-step Information Extraction Method
Katharina Kaiser, Silvia Miksch
AIME1
2007 Embedding the Evidence Information in Guideline Representation Languages
abstract
Clinical practice guidelines are widely used to support medical staff in treatment planning and decision-making, whereas, the classification of different recommendations in the CPGs are one of the most important information sources to use. However, there is a lack of consensus amongst guideline developers, regarding those classification schemes. To address this problem, we mapped the different graded and ungraded evidence information used by different guideline developing organizations into our meta schema. In this paper we describe how guideline representation languages, such as Asbru and PROforma can be extended to model our meta schema.
Alime Öztürk, Katharina Kaiser, Patrick Martini, Silvia Miksch
CBMS2
2007 How can information extraction ease formalizing treatment processes in clinical practice guidelines?: A method and its evaluation
Katharina Kaiser, Cem Akkaya, Silvia Miksch
Artif. Intell. Medicine1
2005 Gaining Process Information from Clinical Practice Guidelines Using Information Extraction
Katharina Kaiser, Cem Akkaya, Silvia Miksch
AIME1
2004 Temporal Plan Interdependencies
Katharina Kaiser, Silvia Miksch
ECAI1