| fullrecord |
[{"key": "dc.contributor.advisor", "value": "Clements, Kati", "language": null, "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Lehtinen, Veeti", "language": null, "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2024-12-30T07:27:10Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2024-12-30T07:27:10Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2024", "language": null, "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/99210", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "T\u00e4ss\u00e4 kandidaatintutkielmassa tarkastellaan teko\u00e4lyn k\u00e4ytt\u00f6\u00e4 terveydenhuollon diagnostiikassa, sek\u00e4 siihen liittyvi\u00e4 mahdollisuuksia ja haasteita. Tutkimuksen tarkoituksena oli selvitt\u00e4\u00e4, miten teko\u00e4ly voidaan hy\u00f6dynt\u00e4\u00e4 terveydenhuollon diagnostiikan eri osa-alueilla, sek\u00e4 millaisia ongelmia siihen liittyy. Tutkimus toteutettiin kirjallisuuskatsauksena, jossa pyrittiin hy\u00f6dynt\u00e4m\u00e4\u00e4n tuoreita ja vertaisarvioituja tieteellisi\u00e4 artikkeleita. Tutkielmassa havaittiin, ett\u00e4 teko\u00e4lyll\u00e4 on potentiaalia parantaa diagnostiikan tarkkuutta erityisesti l\u00e4\u00e4ketieteellisess\u00e4 kuvantamisessa ja potilasdatan analysoinnissa. Syv\u00e4oppimismallit, kuten konvoluutioneuroverkot osoittautuivat hy\u00f6dyllisiksi patologisten muutosten havaitsemisessa ja teko\u00e4ly voi analysoida suuria tietom\u00e4\u00e4ri\u00e4 nopeammin ja tarkemmin, kuin muut perinteiset menetelm\u00e4t. Teko\u00e4lyn k\u00e4ytt\u00f6\u00f6n liittyy kuitenkin haasteita, kuten p\u00e4\u00e4t\u00f6ksenteon l\u00e4pin\u00e4kyvyyden puute. My\u00f6s tietosuojaan liittyv\u00e4t ongelmat korostuivat teko\u00e4lyn k\u00e4yt\u00f6ss\u00e4 terveydenhuollossa. Tutkimus osoittaa, ett\u00e4 teko\u00e4ly on merkitt\u00e4v\u00e4 v\u00e4line terveydenhuollon diagnostiikassa ja sen kehitt\u00e4misess\u00e4, mutta sen laajempi k\u00e4ytt\u00f6\u00f6notto vaati viel\u00e4 suurimpien ongelmien ratkaisua, sek\u00e4 s\u00e4\u00e4tely\u00e4.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.abstract", "value": "This bachelor's thesis examines the use of artificial intelligence in healthcare diagnostics and the opportunities and challenges associated with it. The purpose of this research was to find out how AI can be used in different areas of health care diagnostics and what problems are associated with it. The study was carried out as a literature review using recent and peer reviewed scientific articles. The study found that AI has the potential to improve the accuracy of diagnostics, especially in medical imaging and patient data analysis. Deep learning models such as convolutional neural networks proved useful in detecting pathological changes and AI can analyse large amounts of data faster and more accurately than other traditional methods. There are some challenges in using AI, such as the lack of transparency in decision-making. Data protection and privacy issues were also highlighted in the use of AI in healthcare. The study shows that AI is an important tool for diagnostics and its development in healthcare, but its wider adoption still requires addressing major issues and regulation.", "language": "en", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by Paivi Vuorio (paelvuor@jyu.fi) on 2024-12-30T07:27:10Z\r\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2024-12-30T07:27:10Z (GMT). No. of bitstreams: 0\r\n Previous issue date: 2024", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "23", "language": null, "element": "format", "qualifier": "extent", "schema": "dc"}, {"key": "dc.language.iso", "value": "fin", "language": null, "element": "language", "qualifier": "iso", "schema": "dc"}, {"key": "dc.rights", "value": "In Copyright", "language": "en", "element": "rights", "qualifier": null, "schema": "dc"}, {"key": "dc.title", "value": "Teko\u00e4lyn hy\u00f6dynt\u00e4minen terveydenhuollon diagnostiikassa", "language": null, "element": "title", "qualifier": null, "schema": "dc"}, {"key": "dc.type", "value": "bachelor thesis", "language": null, "element": "type", "qualifier": null, "schema": "dc"}, {"key": "dc.identifier.urn", "value": "URN:NBN:fi:jyu-202412308015", "language": null, "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Bachelor's thesis", "language": "en", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Kandidaatinty\u00f6", "language": "fi", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Informaatioteknologian tiedekunta", "language": "fi", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Faculty of Information Technology", "language": "en", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Informaatioteknologia", "language": "fi", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Information Technology", "language": "en", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "Jyv\u00e4skyl\u00e4n yliopisto", "language": "fi", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "University of Jyv\u00e4skyl\u00e4", "language": "en", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Tietoj\u00e4rjestelm\u00e4tiede", "language": "fi", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Information Systems Science", "language": "en", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "yvv.contractresearch.funding", "value": "0", "language": null, "element": "contractresearch", "qualifier": "funding", "schema": "yvv"}, {"key": "dc.type.coar", "value": "http://purl.org/coar/resource_type/c_7a1f", "language": null, "element": "type", "qualifier": "coar", "schema": "dc"}, {"key": "dc.rights.accesslevel", "value": "restrictedAccess", "language": null, "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "bachelorThesis", "language": null, "element": "type", "qualifier": "publication", "schema": "dc"}, {"key": "dc.subject.oppiainekoodi", "value": "601", "language": null, "element": "subject", "qualifier": "oppiainekoodi", "schema": "dc"}, {"key": "dc.subject.yso", "value": "teko\u00e4ly", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "terveydenhuolto", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "diagnostiikka", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "koneoppiminen", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "l\u00e4\u00e4ketiede", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.rights.url", "value": "https://rightsstatements.org/page/InC/1.0/", "language": null, "element": "rights", "qualifier": "url", "schema": "dc"}, {"key": "dc.rights.accessrights", "value": "Tekij\u00e4 ei ole antanut lupaa avoimeen julkaisuun, joten aineisto on luettavissa vain Jyv\u00e4skyl\u00e4n yliopiston kirjaston arkistoty\u00f6semalta. Ks. https://kirjasto.jyu.fi/kokoelmat/arkistotyoasema..", "language": "fi", "element": "rights", "qualifier": "accessrights", "schema": "dc"}, {"key": "dc.rights.accessrights", "value": "The author has not given permission to make the work publicly available electronically. Therefore the material can be read only at the archival workstation at Jyv\u00e4skyl\u00e4 University Library (https://kirjasto.jyu.fi/collections/archival-workstation).", "language": "en", "element": "rights", "qualifier": "accessrights", "schema": "dc"}]
|