Much of the knowledge and information needed for enabling high-quality clinical research is stored in free-text format. Natural language processing (NLP) has been used to extract information from these sources at scale for several decades. This paper aims to present a comprehensive review of clinical NLP for the past 15 years in the UK to identify the community, depict its evolution, analyse methodologies and applications, and identify the main barriers. We collect a dataset of clinical NLP projects (n = 94; £ = 41.97 m) funded by UK funders or the European Union’s funding programmes. Additionally, we extract details on 9 funders, 137 organisations, 139 persons and 431 research papers. Networks are created from timestamped data interlinking all entities, and network analysis is subsequently applied to generate insights. 431 publications are identified as part of a literature review, of which 107 are eligible for final analysis. Results show, not surprisingly, clinical NLP in the UK has increased substantially in the last 15 years: the total budget in the period of 2019–2022 was 80 times that of 2007–2010. However, the effort is required to deepen areas such as disease (sub-)phenotyping and broaden application domains. There is also a need to improve links between academia and industry and enable deployments in real-world settings for the realisation of clinical NLP’s great potential in care delivery. The major barriers include research and development access to hospital data, lack of capable computational resources in the right places, the scarcity of labelled data and barriers to sharing of pretrained models.
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Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN) - acadTags/Explainable-Automated-Medical-Coding
In the 15th and 16th centuries, Croatian writing about the Ottoman threat was both a reaction to the continuous crisis of several states, their societies, and culture, and an attempt to overcome this crisis by developing new ideas and...
Atomic philology and parallel philology – some implications of the CITE architecture. A paper for the workshop Digital Classics III: Re-thinking Text Analysis, Heidelberg, May 2017
Augmented Reality Client der im Rahmen meiner Bachelorarbeit entstanden ist. Nutzer können Links, Postits und Tags im Raum platzieren und mit anderen Nutzern teilen. Der Client verwendet das Conferatorsystem des Fachgebiets Wissensverarbeitung zur Eigenlokalisation und zur Lokalisation von befreundeten Bibsonomy Usern, die auch sichtbar sind. Deshalb ist der Client auch nur auf dem Testgelände in der Uni Kassel Wilhelmshöher Allee benutzbar.
Es sollte ein ganz entspanntes Wochenende auf einer Farm am Ende der Welt werden. Doch anstatt die Füße hochzulegen und den Sonnenuntergang zu genießen, muss dieses Wochenende die Farm von einer Herde untoter Zombies befreit werden. Diese haben sich beinahe jeder dunklen Ecke der Farm versteckt. Dort warten sie nur darauf das ihnen schmackhaftes Menschenfleisch vor die infektiösen Schneidezähne läuft.
Also reinige die Farm mit einer Minigun, bevor es zu spät für dich und die Menschheit ist.
Henricus Sienkiewicz, Anthea, sive fabula 'Eamus ad Ipsum' a Petro Angelinio Latine versa, quam denuo edidit atque illustravit Theodericus Sacré. Bruxelles: Melissa, 2010. Pp. 177. ISBN 9782872900268. €20.00.
This special issue seeks to invite scholars interested in using Wikipedia and related Linked Open Data projects as a new kind of source to study literary reception.
An encounter with a digital collection is very often an encounter with the unknown. We need to orientate, to find out what it is in there, to find our way towards what may be of interest. The Croatiae auctores Latini (CroALa), a digital collection of Neo-Latin prose and poetry written between 976 and 1984 by authors of Croatian origin, or authors connected with Croatia, exists from 2009. Currently the collection comprises 5.7 million words. Having built CroALa, we have assembled a collection which is accessible. Our next challenge is to inspire and enable explorations.
A presentation for the 2nd International Symposium Digital Humanities: Empowering Visibility of Croatian Cultural Heritage, November 6-8, 2017, Zadar, Croatia.
Neven JOVANOVIĆ (University of Zagreb): a paper for the 15th Congress of the International Association for Neo-Latin Studies (IANLS), 05.-11. August 2012, session Digital Technology and Neo-Latin Research I