Early identification of patients at risk for type-2 diabetes using machine learning models

被引：0

作者：

Sees, Amanda ^{[1
]}

Harder, Brett ^{[1
]}

Lee, Suyin ^{[1
]}

Ali, Rehan ^{[1
]}

Hackenberg, Matthew ^{[1
]}

Hollingsworth, Jacob ^{[1
]}

Rough, Kathryn ^{[1
]}

Mack, Christina ^{[1
]}

Leavitt, Nadejda ^{[1
]}

机构：

[1] IQVIA, Durham, NC USA

来源：

PHARMACOEPIDEMIOLOGY AND DRUG SAFETY | 2023年 / 32卷

关键词：

D O I：

暂无

中图分类号：

R1 [预防医学、卫生学];

学科分类号：

1004 ; 120402 ;

摘要：

954

引用

页码：446 / 446

页数：1

共 50 条

[1] Prediction of Diabetes Mellitus Type-2 Using Machine Learning
Apoorva, S.
Aditya, K. S.
Snigdha, P.
Darshini, P.
Sanjay, H. A.
[J]. COMPUTATIONAL VISION AND BIO-INSPIRED COMPUTING, 2020, 1108 : 364 - 370
[2] Prediction of hepatocellular carcinoma risk in patients with type-2 diabetes using supervised machine learning classification model
Azit, Noor Atika
Sahran, Shahnorbanun
Leow, Voon Meng
Subramaniam, Manisekar
Mokhtar, Suryati
Nawi, Azmawati Mohammed
[J]. HELIYON, 2022, 8 (10)
[3] Machine Learning Identification of Multiple Predictively Equivalent Risk Models for Severe Hypoglycemia in Patients with Type 2 Diabetes
Ma, Sisi
Schreiner, Pamela
Zmora, Rachel
Seaquist, Elizabeth R.
Chow, Lisa S.
[J]. DIABETES, 2018, 67
[4] Building Risk Prediction Models for Type 2 Diabetes Using Machine Learning Techniques
Xie, Zidian
Nikolayeva, Olga
Luo, Jiebo
Li, Dongmei
[J]. PREVENTING CHRONIC DISEASE, 2019, 16
[5] Prediction Models for Risk of Type-2 Diabetes Using Health Claims
Nagata, Masatoshi
Takai, Kohichi
Yasuda, Keiji
Heracleous, Panikos
Yoneyama, Akio
[J]. SIGBIOMED WORKSHOP ON BIOMEDICAL NATURAL LANGUAGE PROCESSING (BIONLP 2018), 2018, : 172 - 176
[6] Microvascular Complications in Type-2 Diabetes: A Review of Statistical Techniques and Machine Learning Models
Sambyal, Nitigya
Saini, Poonam
Syal, Rupali
[J]. WIRELESS PERSONAL COMMUNICATIONS, 2020, 115 (01) : 1 - 26
[7] Microvascular Complications in Type-2 Diabetes: A Review of Statistical Techniques and Machine Learning Models
Nitigya Sambyal
Poonam Saini
Rupali Syal
[J]. Wireless Personal Communications, 2020, 115 : 1 - 26
[8] Exploring the effectiveness of machine learning algorithms for early detection of Type-2 Diabetes Mellitus
S G.
Venkata Siva Reddy R.
Ahmed M.R.
[J]. Measurement. Sens., 2024,
[9] Identification of the risk factors of type 2 diabetes and its prediction using machine learning techniques
Islam, Md Merajul
Rahman, Md Jahanur
Abedin, Md Menhazul
Ahammed, Benojir
Ali, Mohammad
Ahmed, N. A. M. Faisal
Maniruzzaman, Md
[J]. HEALTH SYSTEMS, 2023, 12 (02) : 243 - 254
[10] Identification and epidemiological characterization of Type-2 diabetes sub-population using an unsupervised machine learning approach
Saptarshi Bej
Jit Sarkar
Saikat Biswas
Pabitra Mitra
Partha Chakrabarti
Olaf Wolkenhauer
[J]. Nutrition & Diabetes, 12

← 1 2 3 4 5 →