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A machine learning approach to predicting severe diabetes distress in adults with type 1 diabetes mellitus.

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Title: A machine learning approach to predicting severe diabetes distress in adults with type 1 diabetes mellitus.
Authors: Sakane, Naoki1 (AUTHOR) nsakane@gf6.so-net.ne.jp, Hirota, Yushi2 (AUTHOR), Yamamoto, Akane2 (AUTHOR), Miura, Junnosuke3 (AUTHOR), Takaike, Hiroko3 (AUTHOR), Hoshina, Sari3 (AUTHOR), Toyoda, Masao4 (AUTHOR), Saito, Nobumichi4 (AUTHOR), Hosoda, Kiminori5 (AUTHOR), Matsubara, Masaki6 (AUTHOR), Tone, Atsuhito7 (AUTHOR), Kawashima, Satoshi8 (AUTHOR), Sawaki, Hideaki9 (AUTHOR), Matsuda, Tomokazu10 (AUTHOR), Domichi, Masayuki1 (AUTHOR), Suganuma, Akiko1 (AUTHOR), Sakane, Seiko1 (AUTHOR), Murata, Takashi11,12 (AUTHOR)
Source: Journal of Diabetes Investigation. Apr2026, Vol. 17 Issue 4, p689-697. 9p.
Database: Academic Search Ultimate
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Header DbId: asn
DbLabel: Academic Search Ultimate
An: 192690470
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PubType: Academic Journal
PubTypeId: academicJournal
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  Data: A machine learning approach to predicting severe diabetes distress in adults with type 1 diabetes mellitus.
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  Data: <searchLink fieldCode="AR" term="%22Sakane%2C+Naoki%22">Sakane, Naoki</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> nsakane@gf6.so-net.ne.jp</i><br /><searchLink fieldCode="AR" term="%22Hirota%2C+Yushi%22">Hirota, Yushi</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Yamamoto%2C+Akane%22">Yamamoto, Akane</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Miura%2C+Junnosuke%22">Miura, Junnosuke</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Takaike%2C+Hiroko%22">Takaike, Hiroko</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hoshina%2C+Sari%22">Hoshina, Sari</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Toyoda%2C+Masao%22">Toyoda, Masao</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Saito%2C+Nobumichi%22">Saito, Nobumichi</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hosoda%2C+Kiminori%22">Hosoda, Kiminori</searchLink><relatesTo>5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Matsubara%2C+Masaki%22">Matsubara, Masaki</searchLink><relatesTo>6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Tone%2C+Atsuhito%22">Tone, Atsuhito</searchLink><relatesTo>7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Kawashima%2C+Satoshi%22">Kawashima, Satoshi</searchLink><relatesTo>8</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Sawaki%2C+Hideaki%22">Sawaki, Hideaki</searchLink><relatesTo>9</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Matsuda%2C+Tomokazu%22">Matsuda, Tomokazu</searchLink><relatesTo>10</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Domichi%2C+Masayuki%22">Domichi, Masayuki</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Suganuma%2C+Akiko%22">Suganuma, Akiko</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Sakane%2C+Seiko%22">Sakane, Seiko</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Murata%2C+Takashi%22">Murata, Takashi</searchLink><relatesTo>11,12</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Diabetes+Investigation%22">Journal of Diabetes Investigation</searchLink>. Apr2026, Vol. 17 Issue 4, p689-697. 9p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=192690470
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      – Type: doi
        Value: 10.1111/jdi.70229
    Languages:
      – Code: eng
        Text: English
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        PageCount: 9
        StartPage: 689
    Titles:
      – TitleFull: A machine learning approach to predicting severe diabetes distress in adults with type 1 diabetes mellitus.
        Type: main
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            – D: 01
              M: 04
              Text: Apr2026
              Type: published
              Y: 2026
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              Value: 20401116
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              Value: 17
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            – TitleFull: Journal of Diabetes Investigation
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