An Integrated Digital Health Care Platform for Diabetes Management With AI-Based Dietary Management: 48-Week Results From a Randomized Controlled Trial
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作者:
Lee, You-Bin
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Sungkyunkwan Univ, Samsung Med Ctr, Sch Med, Dept Med,Div Endocrinol & Metab, Seoul, South KoreaSungkyunkwan Univ, Samsung Med Ctr, Sch Med, Dept Med,Div Endocrinol & Metab, Seoul, South Korea
Lee, You-Bin
[1
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Kim, Gyuri
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Sungkyunkwan Univ, Samsung Med Ctr, Sch Med, Dept Med,Div Endocrinol & Metab, Seoul, South KoreaSungkyunkwan Univ, Samsung Med Ctr, Sch Med, Dept Med,Div Endocrinol & Metab, Seoul, South Korea
Kim, Gyuri
[1
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Jun, Ji Eun
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机构:
Kyung Hee Univ, Kyung Hee Univ Hosp Gangdong, Sch Med, Dept Med,Div Endocrinol & Metab, Seoul, South KoreaSungkyunkwan Univ, Samsung Med Ctr, Sch Med, Dept Med,Div Endocrinol & Metab, Seoul, South Korea
Jun, Ji Eun
[2
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Park, Hyunjin
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机构:
Amazing Food Solut Res Ctr, Seoul, South KoreaSungkyunkwan Univ, Samsung Med Ctr, Sch Med, Dept Med,Div Endocrinol & Metab, Seoul, South Korea
Park, Hyunjin
[3
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Lee, Woo Je
[4
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Hwang, You-Cheol
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机构:
Kyung Hee Univ, Kyung Hee Univ Hosp Gangdong, Sch Med, Dept Med,Div Endocrinol & Metab, Seoul, South KoreaSungkyunkwan Univ, Samsung Med Ctr, Sch Med, Dept Med,Div Endocrinol & Metab, Seoul, South Korea
Hwang, You-Cheol
[2
]
Kim, Jae Hyeon
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Sungkyunkwan Univ, Samsung Med Ctr, Sch Med, Dept Med,Div Endocrinol & Metab, Seoul, South KoreaSungkyunkwan Univ, Samsung Med Ctr, Sch Med, Dept Med,Div Endocrinol & Metab, Seoul, South Korea
Kim, Jae Hyeon
[1
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机构:
[1] Sungkyunkwan Univ, Samsung Med Ctr, Sch Med, Dept Med,Div Endocrinol & Metab, Seoul, South Korea
[2] Kyung Hee Univ, Kyung Hee Univ Hosp Gangdong, Sch Med, Dept Med,Div Endocrinol & Metab, Seoul, South Korea
[3] Amazing Food Solut Res Ctr, Seoul, South Korea
[4] Univ Ulsan, Coll Med, Asan Med Ctr, Dept Internal Med,Div Endocrinol & Metab, Seoul, South Korea
OBJECTIVEWe investigated the efficacy of an integrated digital health care platform with artificial intelligence (AI)-based dietary management in adults with type 2 diabetes (T2D). RESEARCH DESIGN AND METHODSIn this 48-week, open-label, randomized, multicenter clinical trial, overweight or obese adults with T2D were randomly assigned to one of three groups in a 1:1:1 ratio: group A received routine diabetes care; group B used the digital integrated health care platform by themselves; and group C used the platform with feedback from medical staff and intermittently applied personal continuous glucose monitoring. The primary end point was the difference of change in HbA(1c) from baseline to 24 weeks between groups A and B, while secondary end points included changes in HbA(1c) from baseline to 48 weeks and changes in body weight during follow-up. RESULTSA total of 294 participants were randomly assigned to group A (n = 99), B (n = 97), or C (n = 98). The decreases in HbA(1c) from baseline to 24 and 48 weeks in group B (-0.32 & PLUSMN; 0.58% to 24 weeks and -0.28 & PLUSMN; 0.56% to 48 weeks) and group C (-0.49 & PLUSMN; 0.57% to 24 weeks and -0.44 & PLUSMN; 0.62% to 48 weeks) were significantly larger than those in group A (-0.06 & PLUSMN; 0.61% to 24 weeks and 0.07 & PLUSMN; 0.78% to 48 weeks). Groups B and C exhibited greater weight loss than group A from baseline to 24 weeks, and group C demonstrated more weight loss than group A from baseline to week 48. CONCLUSIONSAmong adults with T2D, use of an integrated digital health care platform with AI-driven dietary management resulted in better glycemia and more weight loss.
机构:
Univ Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
Penn Med, Penn Ctr Community Hlth Workers, Philadelphia, PA USAUniv Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
Harte, Rory
Norton, Lindsey
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Univ Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
Penn Med, Penn Ctr Community Hlth Workers, Philadelphia, PA USAUniv Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
Norton, Lindsey
Whitehouse, Christina
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Villanova Univ, M Louise Fitzpatrick Coll Nursing, Villanova, PA 19085 USAUniv Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
Whitehouse, Christina
Lorincz, Ilona
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Hosp Univ Penn, 3400 Spruce St, Philadelphia, PA 19104 USAUniv Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
Lorincz, Ilona
Jones, Denerale
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Penn Med, Penn Ctr Community Hlth Workers, Philadelphia, PA USAUniv Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
Jones, Denerale
Gerald, Norma
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Penn Med, Penn Ctr Community Hlth Workers, Philadelphia, PA USAUniv Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
Gerald, Norma
Estrada, Irene
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Penn Med, Penn Ctr Community Hlth Workers, Philadelphia, PA USAUniv Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
Estrada, Irene
Sabini, Carolyn
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机构:
Univ Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
Penn Med, Penn Ctr Community Hlth Workers, Philadelphia, PA USAUniv Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
Sabini, Carolyn
Mitra, Nandita
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Univ Penn, Perelman Sch Med, Dept Biostat & Epidemiol, Philadelphia, PA 19104 USAUniv Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
Mitra, Nandita
Long, Judith A.
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机构:
Univ Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
Univ Penn, Leonard Davis Inst Hlth Econ, Philadelphia, PA 19104 USA
Corporal Michael J Crescenz VA Med Ctr, Ctr Hlth Equ Res & Promot, Philadelphia, PA USAUniv Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
Long, Judith A.
Cappella, Joseph
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机构:
Univ Penn, Annenberg Sch Commun, Philadelphia, PA 19104 USAUniv Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
Cappella, Joseph
Glanz, Karen
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机构:
Univ Penn, Perelman Sch Med, Philadelphia, PA 19104 USA
Univ Penn, Sch Nursing, Philadelphia, PA 19104 USAUniv Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
Glanz, Karen
Volpp, Kevin G.
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机构:
Univ Penn, Penn Ctr Hlth Incent & Behav Econ, Perelman Sch Med, Dept Med Eth & Hlth Policy, Philadelphia, PA 19104 USAUniv Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
Volpp, Kevin G.
Kangovi, Shreya
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机构:
Univ Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
Penn Med, Penn Ctr Community Hlth Workers, Philadelphia, PA USA
Univ Penn, Leonard Davis Inst Hlth Econ, Philadelphia, PA 19104 USAUniv Penn, Perelman Sch Med, Div Gen Internal Med, Philadelphia, PA 19104 USA
机构:
Indiana Univ Purdue Univ, Sch Hlth & Human Serv, Ft Wayne, IN 46805 USA
Regenstrief Inst Hlth Care, Ctr Hlth Serv Res, Indianapolis, IN USAIndiana Univ Purdue Univ, Sch Hlth & Human Serv, Ft Wayne, IN 46805 USA
Toscos, Tammy R.
Ponder, Stephen W.
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Lone Star Diabet & Endocrinol, Odessa, TX USA
Texas Tech Univ, Sch Med Permian Basin, Odessa, TX USAIndiana Univ Purdue Univ, Sch Hlth & Human Serv, Ft Wayne, IN 46805 USA
Ponder, Stephen W.
Anderson, Barbara J.
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Baylor Coll Med, Dept Pediat, Houston, TX 77030 USAIndiana Univ Purdue Univ, Sch Hlth & Human Serv, Ft Wayne, IN 46805 USA
Anderson, Barbara J.
Davidson, Mayer B.
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Charles R Drew Univ, Dept Endocrinol, Los Angeles, CA USAIndiana Univ Purdue Univ, Sch Hlth & Human Serv, Ft Wayne, IN 46805 USA
Davidson, Mayer B.
Lee, Martin L.
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机构:
Univ Calif Los Angeles, Sch Publ Hlth, Los Angeles, CA 90024 USAIndiana Univ Purdue Univ, Sch Hlth & Human Serv, Ft Wayne, IN 46805 USA
Lee, Martin L.
Montemayor-Gonzalez, Elaine
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机构:
Driscoll Childrens Hosp, Diabet & Endocrine Ctr S Texas, Corpus Christi, TX USAIndiana Univ Purdue Univ, Sch Hlth & Human Serv, Ft Wayne, IN 46805 USA
Montemayor-Gonzalez, Elaine
Reyes, Patricia
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机构:
Driscoll Childrens Hosp, Diabet & Endocrine Ctr S Texas, Corpus Christi, TX USAIndiana Univ Purdue Univ, Sch Hlth & Human Serv, Ft Wayne, IN 46805 USA
Reyes, Patricia
Link, Eric
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机构:
Diabetech, Sacramento, CA USAIndiana Univ Purdue Univ, Sch Hlth & Human Serv, Ft Wayne, IN 46805 USA
Link, Eric
McMahon, Kevin L.
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机构:
Diabetech, Sacramento, CA USAIndiana Univ Purdue Univ, Sch Hlth & Human Serv, Ft Wayne, IN 46805 USA