Islam SMS - Search Results

1

Enhancing stroke disease classification through machine learning models via a novel voting system by feature selection techniques.

Hasan M, Yasmin F, Hassan MM, Yu X, Yeasmin S, Joshi H, Islam SMS. Hasan M, et al. Among authors: islam sms. PLoS One. 2025 Jan 9;20(1):e0312914. doi: 10.1371/journal.pone.0312914. eCollection 2025. PLoS One. 2025. PMID: 39787105 Free PMC article.

2

Machine learning models for classification and identification of significant attributes to detect type 2 diabetes.

Howlader KC, Satu MS, Awal MA, Islam MR, Islam SMS, Quinn JMW, Moni MA. Howlader KC, et al. Among authors: islam sms, islam mr. Health Inf Sci Syst. 2022 Feb 9;10(1):2. doi: 10.1007/s13755-021-00168-2. eCollection 2022 Dec. Health Inf Sci Syst. 2022. PMID: 35178244 Free PMC article.

3

COVID-19: Factors associated with psychological distress, fear, and coping strategies among community members across 17 countries.

Rahman MA, Islam SMS, Tungpunkom P, Sultana F, Alif SM, Banik B, Salehin M, Joseph B, Lam L, Watts MC, Khan SJ, Ghozy S, Chair SY, Chien WT, Schönfeldt-Lecuona C, El-Khazragy N, Mahmud I, Al Mawali AH, Al Maskari TS, Alharbi RJ, Hamza A, Keblawi MA, Hammoud M, Elaidy AM, Susanto AD, Bahar Moni AS, AlQurashi AA, Ali A, Wazib A, Sanluang CS, Elsori DH, Yasmin F, Taufik FF, Al Kloub M, Ruiz MG, Elsayed M, Eltewacy NK, Al Laham N, Oli N, Abdelnaby R, Dweik R, Thongyu R, Almustanyir S, Rahman S, Nitayawan S, Al-Madhoun S, Inthong S, Alharbi TA, Bahar T, Ginting TT, Cross WM. Rahman MA, et al. Among authors: islam sms. Global Health. 2021 Oct 1;17(1):117. doi: 10.1186/s12992-021-00768-3. Global Health. 2021. PMID: 34598720 Free PMC article.

4

Machine learning models for prediction of co-occurrence of diabetes and cardiovascular diseases: a retrospective cohort study.

Abdalrada AS, Abawajy J, Al-Quraishi T, Islam SMS. Abdalrada AS, et al. Among authors: islam sms. J Diabetes Metab Disord. 2022 Jan 12;21(1):251-261. doi: 10.1007/s40200-021-00968-z. eCollection 2022 Jun. J Diabetes Metab Disord. 2022. PMID: 35673486 Free PMC article.

5

Prediction of cardiac autonomic neuropathy using a machine learning model in patients with diabetes.

Abdalrada AS, Abawajy J, Al-Quraishi T, Islam SMS. Abdalrada AS, et al. Among authors: islam sms. Ther Adv Endocrinol Metab. 2022 Mar 22;13:20420188221086693. doi: 10.1177/20420188221086693. eCollection 2022. Ther Adv Endocrinol Metab. 2022. PMID: 35341207 Free PMC article.

6

Machine Learning Approaches for Predicting Hypertension and Its Associated Factors Using Population-Level Data From Three South Asian Countries.

Islam SMS, Talukder A, Awal MA, Siddiqui MMU, Ahamad MM, Ahammed B, Rawal LB, Alizadehsani R, Abawajy J, Laranjo L, Chow CK, Maddison R. Islam SMS, et al. Front Cardiovasc Med. 2022 Mar 31;9:839379. doi: 10.3389/fcvm.2022.839379. eCollection 2022. Front Cardiovasc Med. 2022. PMID: 35433854 Free PMC article.

7

Information, involvement, self-care and support-The needs of caregivers of people with stroke: A grounded theory approach.

Lobo EH, Frølich A, Abdelrazek M, Rasmussen LJ, Grundy J, Livingston PM, Islam SMS, Kensing F. Lobo EH, et al. Among authors: islam sms. PLoS One. 2023 Jan 31;18(1):e0281198. doi: 10.1371/journal.pone.0281198. eCollection 2023. PLoS One. 2023. PMID: 36719929 Free PMC article.

8

Machine Learning Approach to Predicting COVID-19 Disease Severity Based on Clinical Blood Test Data: Statistical Analysis and Model Development.

Aktar S, Ahamad MM, Rashed-Al-Mahfuz M, Azad A, Uddin S, Kamal A, Alyami SA, Lin PI, Islam SMS, Quinn JM, Eapen V, Moni MA. Aktar S, et al. Among authors: islam sms. JMIR Med Inform. 2021 Apr 13;9(4):e25884. doi: 10.2196/25884. JMIR Med Inform. 2021. PMID: 33779565 Free PMC article.

9

Utilization of social media communities for caregiver information support in stroke recovery: An analysis of content and interactions.

Lobo EH, Johnson T, Frølich A, Kensing F, Rasmussen LJ, Hosking SM, Page AT, Livingston PM, Islam SMS, Grundy J, Abdelrazek M. Lobo EH, et al. Among authors: islam sms. PLoS One. 2022 Jan 26;17(1):e0262919. doi: 10.1371/journal.pone.0262919. eCollection 2022. PLoS One. 2022. PMID: 35081150 Free PMC article.

10

RF-CNN-F: random forest with convolutional neural network features for coronary artery disease diagnosis based on cardiac magnetic resonance.

Khozeimeh F, Sharifrazi D, Izadi NH, Joloudari JH, Shoeibi A, Alizadehsani R, Tartibi M, Hussain S, Sani ZA, Khodatars M, Sadeghi D, Khosravi A, Nahavandi S, Tan RS, Acharya UR, Islam SMS. Khozeimeh F, et al. Among authors: islam sms. Sci Rep. 2022 Jul 1;12(1):11178. doi: 10.1038/s41598-022-15374-5. Sci Rep. 2022. PMID: 35778476 Free PMC article.

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