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Assisting the imple...
Assisting the implementation of screening for type 1 diabetes by using artificial intelligence on publicly available data
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- Teixeira, Pedro F. (författare)
- Diamyd Medical, US,Diamyd Med AB, Stockholm, Sweden.
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- Battelino, Tadej (författare)
- University of Ljubljana,Univ Med Ctr Ljubljana, Univ Ljubljana, Ljubljana, Slovenia.;Univ Ljubljana, Fac Med, Ljubljana, Slovenia.
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- Carlsson, Anneli (författare)
- Lund University,Lunds universitet,Pediatrisk autoimmunitet,Forskargrupper vid Lunds universitet,Pediatric Autoimmunity,Lund University Research Groups,Skåne University Hospital,Lund Univ, Skane Univ Hosp, Dept Clin Sci, CRC, Malmö, Sweden.
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- Gudbjörnsdottir, Soffia, 1962 (författare)
- Gothenburg University,Göteborgs universitet,Institutionen för medicin, avdelningen för molekylär och klinisk medicin,Institute of Medicine, Department of Molecular and Clinical Medicine,Sweden National Diabetes Register,Ctr Registers, Swedish Natl Diabet Register, Gothenburg, Sweden.;Univ Gothenburg, Inst Med, Dept Mol & Clin Med, Gothenburg, Sweden.
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- Hannelius, Ulf (författare)
- Diamyd Medical, US,Diamyd Med AB, Stockholm, Sweden.
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- von Herrath, Matthias (författare)
- Novo Nordisk A/S,Novo Nord AS, Novo Nord A S, Soborg, Denmark.;Univ Miami, Diabet Res Inst, Miami, FL USA.
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- Knip, Mikael (författare)
- University of Helsinki,Univ Helsinki, Fac Med, Res Program Clin & Mol Metab, Helsinki, Finland.;Tampere Univ Hosp, Ctr Child Hlth Res, Tampere, Finland.
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- Korsgren, Olle (författare)
- Uppsala University,Gothenburg University,Göteborgs universitet,Institutionen för biomedicin,Institute of Biomedicine,Uppsala Univ, Dept Immunol Genet & Pathol, Uppsala, Sweden.;Univ Gothenburg, Inst Biomed, Dept Clin Chem & Transfus Med, Gothenburg, Sweden.
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- Elding Larsson, Helena (författare)
- Lund University,Lunds universitet,Pediatrisk endokrinologi,Forskargrupper vid Lunds universitet,Paediatric Endocrinology,Lund University Research Groups,Skåne University Hospital,Lund Univ, Skane Univ Hosp, Dept Clin Sci, CRC, Malmö, Sweden.;Skane Univ Hosp, Dept Pediat, Malmö, Sweden.
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- Lindqvist, Anton (författare)
- Diamyd Medical, US,Diamyd Med AB, Stockholm, Sweden.
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- Ludvigsson, Johnny (författare)
- Linköpings universitet,Linköping University,Avdelningen för barns och kvinnors hälsa,Medicinska fakulteten,Region Östergötland, H.K.H. Kronprinsessan Victorias barn- och ungdomssjukhus,Linköping Univ, Crown Princess Victor Childrens Hosp, Linköping, Sweden.;Linköping Univ, Dept Biomed & Clin Sci, Div Pediat, Linköping, Sweden.
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- Lundgren, Markus (författare)
- Lund University,Lunds universitet,Pediatrisk endokrinologi,Forskargrupper vid Lunds universitet,Paediatric Endocrinology,Lund University Research Groups,Central Hospital Kristianstad,Lund Univ, Dept Clin Sci Malmö, Malmö, Sweden.;Kristianstad Hosp, Dept Paediat, Kristianstad, Sweden.
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- Nowak, Christoph (författare)
- Diamyd Medical, US,Diamyd Med AB, Stockholm, Sweden.
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- Pettersson, Paul, 1902- (författare)
- Mälardalen University,Malardalen Univ, Sweden; MainlyAI AB, Sweden,MainlyAI AB, Stockholm, Sweden
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- Pociot, Flemming (författare)
- Steno Diabetes Center Copenhagen,Steno Diabet Ctr Copenhagen, Herlev, Denmark.;Univ Copenhagen, Fac Hlth & Med Sci, Dept Clin Med, Copenhagen, Denmark.
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- Sundberg, Frida (författare)
- University of Gothenburg,Gothenburg University,Göteborgs universitet,Institutionen för kliniska vetenskaper, Avdelningen för pediatrik,Institute of Clinical Sciences, Department of Pediatrics,Univ Gothenburg, Inst Clin Sci, Sahlgrenska Acad, Dept Paediat, Gothenburg, Sweden.;Sahlgrens Univ Hosp, Queen Silvia Childrens Hosp, Gothenburg, Sweden.
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- Åkesson, Karin (författare)
- Linköpings universitet,Avdelningen för barns och kvinnors hälsa,Medicinska fakulteten,Linköping Univ, Dept Clin & Expt Med, Div Pediat, Linköping, Sweden.;Linköping Univ, Diabet Res Ctr, Linköping, Sweden.;Ryhov Cty Hosp, Dept Pediat, Jönköping, Sweden.
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- Lernmark, Åke (författare)
- Lund University,Lunds universitet,Celiaki och diabetes,Forskargrupper vid Lunds universitet,Celiac Disease and Diabetes Unit,Lund University Research Groups,Skåne University Hospital,Lund Univ, Skane Univ Hosp, Dept Clin Sci, CRC, Malmö, Sweden.
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- Forsander, Gun, 1951 (författare)
- Gothenburg University,Göteborgs universitet,Institutionen för kliniska vetenskaper, Avdelningen för pediatrik,Institute of Clinical Sciences, Department of Pediatrics,Sahlgrenska University Hospital,Univ Gothenburg, Inst Clin Sci, Sahlgrenska Acad, Dept Paediat, Gothenburg, Sweden.;Sahlgrens Univ Hosp, Queen Silvia Childrens Hosp, Gothenburg, Sweden.
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Diamyd Medical, US Diamyd Med AB, Stockholm, Sweden (creator_code:org_t)
- SPRINGER, 2024
- 2024
- Engelska.
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Ingår i: DIABETOLOGIA. - : SPRINGER. - 0012-186X .- 1432-0428.
- Relaterad länk:
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http://dx.doi.org/10... (free)
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https://gup.ub.gu.se...
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https://doi.org/10.1...
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https://lup.lub.lu.s...
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https://urn.kb.se/re...
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https://urn.kb.se/re...
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Abstract
Ämnesord
Stäng
- The type 1 diabetes community is coalescing around the benefits and advantages of early screening for disease risk. To be accepted by healthcare providers, regulatory authorities and payers, screening programmes need to show that the testing variables allow accurate risk prediction and that individualised risk-informed monitoring plans are established, as well as operational feasibility, cost-effectiveness and acceptance at population level. Artificial intelligence (AI) has the potential to contribute to solving these issues, starting with the identification and stratification of at-risk individuals. ASSET (AI for Sustainable Prevention of Autoimmunity in the Society; www.asset.healthcare) is a public/private consortium that was established to contribute to research around screening for type 1 diabetes and particularly to how AI can drive the implementation of a precision medicine approach to disease prevention. ASSET will additionally focus on issues pertaining to operational implementation of screening. The authors of this article, researchers and clinicians active in the field of type 1 diabetes, met in an open forum to independently debate key issues around screening for type 1 diabetes and to advise ASSET. The potential use of AI in the analysis of longitudinal data from observational cohort studies to inform the design of improved, more individualised screening programmes was also discussed. A key issue was whether AI would allow the research community and industry to capitalise on large publicly available data repositories to design screening programmes that allow the early detection of individuals at high risk and enable clinical evaluation of preventive therapies. Overall, AI has the potential to revolutionise type 1 diabetes screening, in particular to help identify individuals who are at increased risk of disease and aid in the design of appropriate follow-up plans. We hope that this initiative will stimulate further research on this very timely topic.
Ämnesord
- MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Endokrinologi och diabetes (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Endocrinology and Diabetes (hsv//eng)
- NATURVETENSKAP -- Geovetenskap och miljövetenskap (hsv//swe)
- NATURAL SCIENCES -- Earth and Related Environmental Sciences (hsv//eng)
Nyckelord
- AI
- Artificial intelligence
- ASSET
- Children
- Precision medicine
- Prevention
- Screening
- Type 1 diabetes
- AI; Artificial intelligence; ASSET; Children; Precision medicine; Prevention; Screening; Type 1 diabetes
Publikations- och innehållstyp
- ref (ämneskategori)
- art (ämneskategori)
Hitta via bibliotek
Till lärosätets databas
- Av författaren/redakt...
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Teixeira, Pedro ...
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Battelino, Tadej
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Carlsson, Anneli
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Gudbjörnsdottir, ...
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Hannelius, Ulf
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von Herrath, Mat ...
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visa fler...
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Knip, Mikael
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Korsgren, Olle
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Elding Larsson, ...
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Lindqvist, Anton
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Ludvigsson, John ...
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Lundgren, Markus
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Nowak, Christoph
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Pettersson, Paul ...
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Pociot, Flemming
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Sundberg, Frida
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Åkesson, Karin
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Lernmark, Åke
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Forsander, Gun, ...
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visa färre...
- Om ämnet
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- MEDICIN OCH HÄLSOVETENSKAP
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MEDICIN OCH HÄLS ...
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och Klinisk medicin
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och Endokrinologi oc ...
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- NATURVETENSKAP
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NATURVETENSKAP
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och Geovetenskap och ...
- Artiklar i publikationen
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DIABETOLOGIA
- Av lärosätet
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Göteborgs universitet
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Lunds universitet
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Linköpings universitet
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Mälardalens universitet