准教授　脇　嘉代（Kayo Waki, M.D., Ph.D）

現職

東京大学大学院医学系研究科 社会医学専攻 医療情報学分野　准教授
同研究科　健康科学看護学専攻　保健医療情報学分野　准教授（兼担）
同研究科　公共健康医学専攻　医療情報システム学分野　准教授（兼担）

東京大学医学部附属病院企画情報運営部准教授（併任）

略歴

1997年3月　　横浜市立大学医学部　卒業
2003年3月　　東京大学大学院医学系研究科　内科学専攻博士課程修了（医学博士）
2004年5月　　ジョンズホプキンス大学ブルームバーグ公衆衛生大学院　修士課程修了
（公衆衛生修士）

職歴

2004年5月　米国テラサキファウンデーション・ラボラトリー　客員研究員
2007年9月　東京大学医学部附属病院　糖尿病・代謝内科　特任助教
2010年4月　東京大学大学院医学系研究科　健康空間情報学講座 特任助教
2015年1月　同特任准教授
2019年9月　東京大学大学院医学系研究科 社会医学専攻 医療情報学分野（現在に至る）
　　　　　　東京大学医学部附属病院 企画情報運営部　　准教授

専門領域

デジタルヘルス関連の公衆衛生学、モバイル医療分析、糖尿病

資格

日本内科学会認定内科医、日本糖尿病学会認定専門医、日本医師会認定産業医、医療情報技師

研究業績

原著論文/原著相当国際学会発表論文（査読あり）

2021年

Kawaki Y, Sankoda A, Waki K, et al. Efficacy of the Self-management Support System DialBetesPlus for Diabetic Kidney Disease: Protocol for a Randomized Controlled Trial. JMIR Res Protoc. 2021 Aug 17;10(8):e31061.

Sankoda A, Waki K, Yamaguchi S, Mieno M, Nangaku M, Yamaguchi T, Ohe K. Effect of Digital Health Among People With Type 2 Diabetes Mellitus During the COVID-19 Pandemic in Japan, First Published October 9, 2021

2020年

Sudo K, Murasaki K, Kinebuchi T, Kimura S, Waki K. Machine learning-based screening of Healthy Meals from their Images. JMIR Form Res. 2020 Oct 26;4(10):e18507.

Waki K, Sankoda A, Amano S, Ogawa M, Ohe K. Responding to COVID-19: Agile Use of Information Technology to Serve Patients With Diabetes. J Diabetes Sci Technol. 2020 Jul;14(4):807-808.

Hirano R, Yamaguchi S, Waki K, Kimura Y, Chin K, Nannya Y, Nangaku M, Kadowaki T, Ohe K. Willingness of Patients Prescribed Medications for Lifestyle-Related Diseases to Use Personal Health Records: Questionnaire Study. J Med Internet Res. 2020 May 28;22(5):e13866.

Adachi H, Kawamura Y, Nakagawa K, Horisaki R, Sato I, Yamaguchi S, Fujiu K, Waki K, Noji H, Ota S. Use of Ghost Cytometry to Differentiate Cells with Similar Gross Morphologic Characteristics. Cytometry A. 2020 Apr;97(4):415-422.

Yoshida Y, Patil SJ, Brownson RC, Boren SA, Kim M, Dobson R, Waki K, Greenwood DA, Torbjørnsen A, Ramachandran A, Masi C, Fonseca VA, Simoes EJ. Using the RE-AIM framework to evaluate internal and external validity of mobile phone-based interventions in diabetes self-management education and support. J Am Med Inform Assoc. 2020 May 7.

Tanaka Y, Tajima T, Seyama M, Waki K. Differential Continuous Wave Photoacoustic Spectroscopy for Non-Invasive Glucose Monitoring. IEEE SENSORS JOURNAL. 2020 Apr; 20(8):4453-4458.

2019年

Tamura K, Waki K, Kawai Y, Ueda E, Ishii T, Wakui H. Possible interesting link between dipping status and morning surge for subclinical target organ damage in hypertension. J Clin Hypertens (Greenwich). 2019 Aug 3.

Fukuma N, Hasumi E, Fujiu K, Waki K, Toyooka T, Komuro I, Ohe K. Feasibility of a T-Shirt-Type Wearable Electrocardiography Monitor for Detection of Covert Atrial Fibrillation in Young Healthy Adults. Sci Rep. 2019 Aug 13;9(1):11768.

Adachi H, Kawamura Y, Nakagawa K, Horisaki R, Sato I, Yamaguchi S, Fujiu K, Waki K, Noji H, Ota S. Use of ghost cytometry to differentiate cells with similar gross morphologic characteristics. arXiv. 2019; 1903.09538

Ota S, Horisaki R, Kawamura Y, Ugawa M, Sato I, Adachi H, Yamaguchi S, Fujiu K, Waki K, Noji H. Response to Comments on “Ghost cytometry”. Science. 2019 Apr 19;364(6437): eaav3136.

Yamaguchi S, Waki K, Nannya Y, Nangaku M, Kadowaki T, Ohe K. Usage patterns of GlucoNote, a self-management smartphone app, based on ResearchKit, for patients with type 2 diabetes and prediabetes. JMIR Mhealth Uhealth. 2019 Apr 24;7(4):e13204.

2018年

Pinto S, Waki K, Chiovato L, De Cata P, Dagliati A, Tibollo V, Ruvolo G, Bellazzi R. Smartphone-Based Self-Management of Non-Insulin-Dependent Diabetes: A Japanese System at Use by an Italian Patients’ Cohort. J Diabetes Sci Technol. 2018 Jul;12(4):903-904.

Ota S, Horisaki R, Kawamura Y, Ugawa M, Sato I, Hashimoto K, Kamesawa R, Setoyama K, Yamaguchi S, Fujiu K, Waki K, Noji H. Ghost cytometry. Science. 2018 Jun 15;360(6394):1246-1251.

Makimoto H, Shimizu K, Fujiu K, Lin T, Oshima T, Amiya E, Yamagata K, Kojima T, Daimon M, Nagatomo R, Waki K, Meyer C, Komuro I. Effect of Sympatholytic Therapy on Circadian Cardiac Autonomic Activity in Non-Diabetic Chronic Kidney Disease. Int Heart J. 2018 Nov 28;59(6):1352-1358.

Nakamura M, Tajima T, Seyama M, Waki K. “A Noninvasive Blood Glucose Measurement by Microwave Dielectric Spectroscopy: Drift Correction Technique,” 2018 IEEE International Microwave Biomedical Conference (IMBioC), Philadelphia, PA, 2018, pp. 85-87, doi: 10.1109/IMBIOC.2018.8428940.

Tanaka Y, Tajima T, Seyama M, Waki K. “In-Vivo Study on Resonant Photoacoustic Spectroscopy Using Dual CW Light Wavelengths for Non-Invasive Blood Glucose Monitoring,” 2018 IEEE SENSORS, New Delhi, 2018, pp. 1-4, doi: 10.1109/ICSENS.2018.8589759.

2017年

Yamaguchi S, Waki K, Tomizawa N, Waki H, Nannya Y, Nangaku M, Kadowaki T, Ohe K. Previous dropout from diabetic care as a predictor of patients’ willingness to use mobile applications for self-management: A cross-sectional study. J Diabetes Investig. 2017 Jul;8(4):542-549.

Shibuta T, Waki K, Tomizawa N, Igarashi A, Yamamoto-Mitani N, Yamaguchi S, Fujita H, Kimura S, Fujiu K, Waki H, Izumida Y, Sasako T, Kobayashi M, Suzuki R, Yamauchi T, Kadowaki T, Ohe K. Willingness of patients with diabetes to use an ICT-based self-management tool: a cross-sectional study. BMJ Open Diabetes Res Care. 2017 Feb 7;5(1): e000322.

Hayashi A, Yamaguchi S, Waki K, Fujiu K, Hanafusa N, Nishi T, Tomita H, Kobayashi H, Fujita H, Kadowaki T, Nangaku M, Ohe K. Testing the Feasibility and Usability of a Novel Smartphone-Based Self-Management Support System for Dialysis Patients: A Pilot Study. JMIR Res Protoc. 2017 Apr 20;6(4):e63.

Sugiyama T, Miyo K,Tsujimoto T, Kominami R, Ohtsu H, Ohsugi M, Waki K, Noguchi T, Ohe K, Kadowaki T, Kasuga M, Ueki K, Kajio H. Design of and rationale for the Japan Diabetes compREhensive database project based on an Advanced electronic Medical record System (J-DREAMS). Diabetol Int. 2017 Jun 27;8(4):375-382.

2016年

Kurasawa H, Hayashi K, Fujino A, Takasugi K, Haga T, Waki K, Noguchi T, Ohe K. Machine-Learning-Based Prediction of a Missed Scheduled Clinical Appointment by Patients With Diabetes. J Diabetes Sci Technol. 2016 May 3;10(3):730-6.

Waki K. DialBetics: Smartphone-Based Self-Management for Type 2 Diabetes Patients. Nihon Rinsho. 2016 Apr;74 Suppl 2:613-9.

Waki K, Fujiu K, Hayashi A, Kimura S, Kobayashi H, Nangaku M, Kadowaki T, Ohe K. DialBetics: Smartphone-Based Self-Management for Type 2 Diabetes Patients on Insulin Injections. J Diabetes Sci Technol. 2016 May 3;10(3):804-5.

Castelnuovo G, Mauri G, Waki K. mHealth and eHealth for Obesity and Types 2 and 1 Diabetes. J Diabetes Res. 2016;2016:9627602.

2015年

Waki K, Aizawa K, Kato S, Fujita H, Lee H, Kobayashi H, Ogawa M, Mouri K, Kadowaki T, Ohe K. DialBetics With a Multimedia Food Recording Tool, FoodLog: Smartphone-Based Self-Management for Type 2 Diabetes. J Diabetes Sci Technol. 2015 May;9(3):534-40.

Kato S, Waki K, Nakamura S, Osada S, Kobayashi H, Fujita H, Kadowaki T, Ohe K,Validating the use of photos to measure dietary intake—the method used by DialBetics, a smartphone-based self-management system for diabetes patients. Diabetol Int. 2015 Oct 14;7(3):244-251.

2014年

Aizawa K, Maeda K, Ogawa M, Sato Y, Kasamatsu M, Waki K, Takimoto H. Comparative Study of the Routine Daily Usability of FoodLog: A Smartphone-based Food Recording Tool Assisted by Image Retrieval. J Diabetes Sci Technol. 2014 Mar;8(2):203-208.

Waki K, Fujita H, Uchimura Y, Omae K, Aramaki E, Kato S, Lee H, Kobayashi H, Kadowaki T, Ohe K: DialBetics: A Novel Smartphone-based Self-management Support System for Type 2 Diabetes Patients. J Diabetes Sci Technol. 2014 Mar;8(2):209-215.

2013年

Waki K, Sugawara Y, Mizuta K, Taniguchi M, Ozawa M, Hirata M, Nozawa M, Kaneko J, Takahashi K, Kadowaki T, Terasaki PI, Kokudo N: Predicting operational tolerance in pediatric living-donor liver transplantation by absence of HLA antibodies. Transplantation. 2013 Jan 15;95(1):177-83.

Hayakawa M, Uchimura Y, Omae K, Waki K, Fujita H, Ohe K. A smartphone-based medication self-management system with realtime medication monitoring: Appl Clin Inform. 2013 Jan 30;4(1):37-52, 2013

Fujita H, Uchimura Y, Waki K, Omae K, Takeuchi I, Ohe K. Development and clinical study of mobile 12-lead electrocardiography based on cloud computing for cardiac emergency. Stud Health Technol Inform. 2013;192:1077.

2012年

Oba S, Noda M, Waki K, Nanri A, Kato M, Takahashi Y, Poudel-Tandukar K, Matsushita Y, Inoue M, Mizoue T, Tsugane S. Japan Public Health Center-Based Prospective Study Group: Smoking cessation increases short-term risk of type 2 diabetes irrespective of weight gain: the Japan Public Health Center-Based Prospective Study. PLoS One. 2012;7(2):e17061.

Waki K, Fujita H, Uchimura Y, Aramaki E, Omae K, Kadowaki T, Ohe K. DialBetics: smartphone-based self-management for type 2 diabetes patients. J Diabetes Sci Technol. 2012 Jul 1;6(4):983-5, 2012

Ohe H, Waki K, Yoshitomi M, Morimoto T, Nafady-Hego H, Satoda N, Li Y, Zhao X, Sakaguchi S, Uemoto S, Bishop GA, Koshiba T. Factors affecting operational tolerance after pediatric living-donor liver transplantation: impact of early post-transplant events and HLA match. Transpl Int. 2012 Jan;25(1):97-106.

2011年

Waki K, Hayashi A, Ikeda S, Ikeda S, Nagatsuka K, Honma Y, Kadowaki T, Yoshinoya S. Measuring platelet aggregation in dialysis patients with a whole blood aggregometer by the screen filtration pressure method. Ther Apher Dial. 2011 Apr;15(2):203-6.

Waki K, Sugawara Y, Tamura S, Mieno MN, Yamashiki N, Kadowaki T, Kokudo N: Outcome of liver transplantation for recipients with hepatitis B and hepatitis C virus coinfection: analysis of the UNOS data. Transplantation. 2011 Oct 15;92(7):809-14.

Waki K, Sugawara Y. Implications of integrase inhibitors for HIV-infected transplantation recipients: raltegravir and dolutegravir (S/GSK 1349572). Biosci Trends. 2011;5(5):189-91.

Ohe H, Li Y, Nafady-Hego H, Waki K, Sakaguchi S, Wood K, Calne R, Uemoto S, Koshiba T. Minimal but essential doses of immunosuppression: a more realistic approach to improve long-term outcomes for pediatric living-donor liver transplantation. Transplantation. 2011 Apr 15;91(7):808-10.

Mizoguchi R, Kozaki K, Kou H, Yamagata Y, Imai T, Waki K, Ohe K. River Flow Model of Diseases. Proc. of International Conference on Biomedical Ontology 2011 (ICBO2011) :63-70.

2010年

Waki K, Terasaki PI, Kadowaki T. Long-term pancreas allograft survival in simultaneous pancreas-kidney transplantation by era: UNOS registry analysis. Diabetes Care. 2010 Aug;33(8):1789-91.

Aramaki E, Miura Y, Tonoike M, Ohkuma T, Masuichi H, Waki K, Ohe K. Extraction of adverse drug effects from clinical records. Stud Health Technol Inform. 2010;160(Pt 1):739-43.

2007年

Waki K, Terasaki PI. Paired kidney donation by shipment of living donor kidneys. Clin Transplant. 2007 Mar-Apr;21(2):186-91.

2006年

Futagawa Y, Waki K, Cai J. The association of HLA-DR13 with lower graft survival rates in hepatitis B and primary sclerosing cholangitis Caucasian patients receiving a liver transplant. Liver Transpl. 2006 Apr;12(4):600-4.

Futagawa Y, Terasaki PI, Waki K, Cai J, Gjertson DW. No improvement in long-term liver transplant graft survival in the last decade: an analysis of the UNOS data. Am J Transplant. 2006 Jun;6(6):1398-406.

Qiu J, Terasaki PI, Waki K, Cai J, Gjertson DW. HIV-positive renal recipients can achieve survival rates similar to those of HIV-negative patients. Transplantation. 2006 Jun 27;81(12):1658-61.

Waki K, Terasaki PI. Kidney graft and patient survival with and without a simultaneous pancreas utilizing contralateral kidneys from the same donor. Diabetes Care. 2006 Jul;29(7):1670-2.

2005年

Waki K, Noda M, Sasaki S, Matsumura Y, Takahashi Y, Isogawa A, Ohashi Y, Kadowaki T, Tsugane S; JPHC Study Group. Alcohol consumption and other risk factors for self-reported diabetes among middle-aged Japanese: a population-based prospective study in the JPHC study cohort I. Diabet Med. 2005 Mar;22(3):323-31.

Futagawa Y, Waki K, Gjertson DW, Terasaki PI. Living-unrelated donors yield higher graft survival rates than parental donors. Transplantation. 2005 May, 79(9):1169-74.

1998年

Waki K, Yamada S, Ozawa Y, Seki K, Endo Y. A case of lymphocytic infundibuloneurohypophysitis: histophathological studies. Pituitary. 1999 May; 1(3-4):285-90.

書籍

2015年

Waki K, Hayashi A, Yamaguchi S, Nangaku M, Ohe K, Kadowaki T, Kokudo N. Long-term pancreas allograft survival in simultaneous pancreas-kidney transplantation by era. Clin Transpl. 2015:35-42.

2013年

Waki K, Sugawara Y, Kokudo N, Kadowaki T. Causes of graft failure in simultaneous pancreas-kidney transplantation by various time periods. Clin Transpl. 2013:23-30.

2012年

Waki K, Sugawara Y, Kokudo N, Kadowaki T. Long-term pancreas allograft survival in simultaneous pancreas-kidney transplantation by era. Clin Transpl. 2012:13-22.

2011年

Waki K, Sugawara Y, Mizuta K, Fujita H, Kadowaki T, Kokudo N. Living-donor liver transplantation at the University of Tokyo, 1996-2011: the impact of HLA matching and a positive crossmatch on long-term survival and tolerance. Clin Transpl. 2011:223-35.

2010年

Waki K, Sugawara Y, Tamura S, Yamashiki N, Fujita H, Kadowaki T, Kokudo N. Simultaneous pancreas-kidney transplantation in the United States: an analysis of the UNOS registry. Clin Transpl. 2010:35-44.

2009年

Waki K, Tamura S, Sugawara Y, Yamashiki N, Kadowaki T, Kokudo N. An analysis of the OPTN/UNOS Liver Transplant Registry. Clin Transpl. 2009:55-64.

2007年

Waki K, Kadowaki T. An analysis of long-term survival from the OPTN/UNOS Pancreas Transplant Registry. Clin Transpl. 2007:9-17.

2006年

Waki K. UNOS Liver Registry: ten year survivals. Clin Transpl. 2006:29-39.

2004年

Waki K. Impact of diabetes mellitus on transplantation. Clin Transpl. 2004:357-77.