اميد حميدي

Journal Paper

1. "Sparse Variable Selection in Competing Risks Additive Hazards Regression: An Application for Identifying Biomarkers Related to Prognosis of Bladder Cancer"
   Leili Tapak, Michael R Kosorok3, اميد حميدي, Mahya Arayeshgari
   Journal of Biostatistics and Epidemiology, pp.63-81, 2025
2. "Random Survival Forest Model for Predicting Survival in Non-Metastatic Breast Cancer"
   Milad Vosoughi, Zahra Keshtpour Amlashi, اميد حميدي, Abdolazim Sedighi Pashaki, Safoora Nikzad
   Journal of Advances in Medical and Biomedical Research, pp.167-187, 2025
3. "Investigating the correlation of self-care and quality-of-life patients with heart failure"
   leili tapak, payam amini, Sharareh Parami, اميد حميدي, Vajiheh Ramezani-Doroh, azim azizi
   BMC Cardiovascular Disorders, pp.1-15, 2025
4. "Determinants of physical activity among female students based on the transtheoretical model"
   Maryam Abdoli, Leili Tapak, Payam Amini, Azam Geravandi, Babak Moeini, اميد حميدي, Maryam Afshari
   Scientific Reports, pp.1496-1496, 2025
5. "Understanding road accident injury dynamics in Iran: a growth mixture modelling perspective"
   Ziba Zarrin, غلامي زاده كامران, Kamran Gholamizadeh, Elaheh Talebi-Ghane, Erfan Ayubi
   BMJ Open, pp.1-9, 2025
6. "Risk factors for the time to development of retinopathy of prematurity in premature infants in Iran: a machine learning approach"
   leili tapak, leila Nezamabadi Farahani, Naeeme Taslimi Taleghani, Nazanin Ebrahimiadib, Elias Khalili Pour, Afsar Dastjani Farahani, اميد حميدي
   BMC Ophthalmology, pp.1-16, 2024
7. "Predicting the pulse of urban water demand: a machine learning approach to deciphering meteorological influences"
   ziba zarin, اميد حميدي, payam amini, zohre maryanaji
   BMC Research Notes, pp.1-6, 2024
8. "Prediction of Distant Metastasis of Lymph-Node- Negative Primary Breast Cancer From Gene Expression Profiling Using Cox-Boost Regression Model"
   اميد حميدي, payam amini, leili tapak, Yasaman Zohrab Beigi, Saeid Afshar, Irina Dinu
   Cancer Informatics, pp.1-13, 2024
9. "Prediction of COVID-19 patients' participation in fnancing informal care using machine learning methods: willingness to pay and willingness to accept approaches"
   Vajihe Ramezani-Doroh, Somayeh Najafi-Ghobadi, Faride Karimi, Maryam Rangchian, اميد حميدي
   BMC HEALTH SERVICES RESEARCH, pp.1-13, 2024
10. "GADNN: a revolutionary hybrid deep learning neural network for age and sex determination utilizing cone beam computed tomography images of maxillary and frontal sinuses"
    اميد حميدي, Mahlagha Afrasiabi, Marjan Namaki
    BMC Medical Research Methodology, 2024
11. "Identifying important risk factors for survival of HIV-infected patients using censored quantile regression"
    اميد حميدي, saman Maroufizadeh, jalal Poorolajal, tara Azimi, payam Amini
    HIV & AIDS Review, pp.19-24, 2023
12. "Identificaton of Prognostic Biomakers for Brest Cancer Metasasis Using Penalized Additive Hazards Regression Model"
    tapak leili, اميد حميدي, payam amini, saeed afshar, siyamak salimi, Irina Dinu
    Cancer Informatics, pp.1-12, 2023
13. "Application of Multivariate Generalized Linear Mixed Model to Identify Effect of Dialysate Temperature on Physiologic Indicators among Hemodialysis Patients"
    اميد حميدي, seyed reza burzo, saman marofizade, payam amini
    Journal of Biostatistics and Epidemiology, pp.263-271, 2021
14. "Regularized Weighted Nonparametric Likelihood Approach for High-Dimension Sparse Subdistribution Hazards Model for Competing Risk Data"
    Tapak Leili, Michael R. Kosorok, Majid Sadeghifar, اميد حميدي, Saeid Afshar, Hassan Doosti
    Computational and Mathematical Methods in Medicine, pp.1-13, 2021
15. "Prediction of multiple sclerosis disease using machine learning classifiers: a comparative study"
    soniya darvishi, اميد حميدي, jalal poorolajal
    Journal of Preventive Medicine and Hygiene, pp.1-8, 2021
16. "Analysis of the Response of Urban Water Consumption to Climatic Variables: Case Study of Khorramabad City in Iran"
    اميد حميدي, hamed abassi, hamid mirhashemi
    Advances in Meteorology, pp.1-14, 2021
17. "Investigating climatic changes of the wind regime over Western Iran"
    zohre maryanaji, اميد حميدي
    BMC Research Notes, pp.1-7, 2020
18. "نارسايي هاي شرايط عمومي پيمان در پروژه هاي ساخت دانشگاه ها، پژوهشگاه ها و پارك هاي علم و فناوري وابسته به وزارت علوم، تحقيقات و فناوري"
    seyd mehdi hossienian, اميد حميدي, nader biglarijoo, mohammad reza tavakoli
    مهندسي عمران شريف, pp.61-73, 2020
19. "Prediction of survival and metastasis in breast cancer patients using Machine learning classifiers"
    nasrin shirmohamadi khoram, leili tapak, payam amini, beznaz alafchi, اميد حميدي, jalal poorolajal
    Clinical Epidemiology and Global Health, pp.1-30, 2019
20. "Random effect exponentiated-exponential geometric model for clustered/longitudinal zero-inflated count data"
    leili tapak, اميد حميدي, payam amini, geert verbeke
    JOURNAL OF APPLIED STATISTICS, pp.1-17, 2019
21. "Landmark prediction of survival for breast cancer patients: A case study in Tehran, Iran"
    behnaz alafghi, leili tapak, اميد حميدي, jalal poorolajal, hosein mahjob
    Iranian Journal of Public Health, pp.2249-2259, 2019
22. "A comparison of three data mining time series models in prediction of monthly brucellosis surveillance data"
    nasrin shirmohamadi khoram, leyly tapak, اميد حميدي, zohre matyanaji
    Zoonoses and Public Health, pp.1-14, 2019
23. "Comparative evaluation of time series models for predicting influenza outbreaks: application of influenza?like illness data from sentinel sites of healthcare centers in Iran"
    leyly tapak, اميد حميدي, mohsen fathiyan, manochehr karami
    BMC Research Notes, pp.1-6, 2019
24. "مقايسه مشاركت اجتماعي در مادران كودكان مبتلا به فنيل كتونوري و مادران كودكان سالم شهر همدان"
    mortazavi zahra, saede sadat mortazavi, اميد حميدي, sahar norani gharaborghe
    مديريت ارتقاي سلامت, pp.17-25, 2018
25. "Application of random forest time series support vector regression and multivariate adaptive regression splines models in prediction of snowfall (a case study of Alvand in the middle Zagros Iran)"
    اميد حميدي, leili tapak, hamed Abbasi, zohre Maryanaji
    THEORETICAL AND APPLIED CLIMATOLOGY, pp.1-8, 2018
26. "Multistate recursively imputed survival trees for time-to-event data analysis: an application to AIDS and mortality post-HIV infection data"
    leili tapak, Michael Kosorok, majid dadeghifar, اميد حميدي
    BMC Medical Research Methodology, pp.1-12, 2018
27. "پيش بيني تعداد زايمان با استفاده از مدلهاي پواسن ماركف پنهان"
    somaye ghorbani gholiabad, majid sadeghifar, roghaye ghorbani gholiabad, اميد حميدي
    Iranian Journal of Epidemiology, pp.74-82, 2018
28. "Investigating the effect of climatic parameters on mental disorder admissions"
    lieli tapak, zohre maryanaji, اميد حميدي, hamed abbasi, roya najafi vosogh
    INTERNATIONAL JOURNAL OF BIOMETEOROLOGY, pp.2109-2118, 2018
29. "Climatic and atmospheric indices teleconnection impact on the characteristics of frost season in western Iran"
    maryanaji zohre, tapak leili, اميد حميدي
    Journal of Water and Climate Change, pp.1-10, 2018
30. "Application of random survival forest for competing risks in prediction of cumulative incidence function for progression to AIDS"
    اميد حميدي, mahtab tapak, jalal Poorolajal, payam amini, leili tapak
    Epidemiology Biostatistics and Public Health, pp.1-10, 2017
31. "Identifying predictors of progression to AIDS and mortality post-HIV infection using parametric multistate model"
    اميد حميدي, Jalal Poorolajal, Leili tapak
    Epidemiology Biostatistics and Public Health, 2017
32. "Prediction of Kidney Graft Rejection Using Artificial Neural Network"
    leili tapak, اميد حميدي, payam amini, jalal poorolajal
    Healthcare Informatics Research, pp.1-8, 2017
33. "پيش بيني تعداد موارد بروسلوز براساس پارامترهاي اقليمي با استفاده از روش هاي داده كاوي شبكه هاي عصبي مصنوعي پرسپترون چند لايه، تابع پايه شعاعي و نزديكترين همسايگي يك مطالعه مقايسه اي"
    leyly tapak, nasrin shirmohamadi, اميد حميدي, zohre maryanaji
    Iranian Journal of Epidemiology, pp.283-290, 2017
34. "Prevalence and Determinants of Preterm Birth in Tehran Iran A Comparison between Logistic Regression and Decision Tree Methods"
    payam Amini, saman Maroufizadeh, reza Omani Samani, اميد حميدي, mahdi Sepidarkish
    Osong Public Health and Research Perspectives, pp.195-200, 2017
35. "Identifying risk factors for progression to AIDS and mortality post-HIV infection using illness-death multistate model"
    اميد حميدي, leili tapak, jalal Poorolajal, payam amini
    Clinical Epidemiology and Global Health, pp.1-6, 2017
36. "Factors associated with macrosomia among singleton live-birth A comparison between logistic regression random forest and artificial neural network methods"
    payam amini, saman Maroufizadeh, reza Omani Samani, اميد حميدي, mehdi Sepidarkish
    Epidemiology Biostatistics and Public Health, pp.1-9, 2016
37. "Identifying important risk factors for survival in kidney graft failure patients using random survival forests"
    اميد حميدي, jalal poor, maryam farhadian, leyli tapak
    Iranian Journal of Public Health, pp.27-33, 2015
38. "Interventions to Promote of Safety Participation Using Generalized Estimating Equations"
    ايرج محمدفام, حسين محجوب, اميد حميدي, ليلي تاپاك
    International Journal of Occupational Hygiene, pp.69-75, 2015
39. "High-Dimensional Additive Hazards Regression for Oral Squamous Cell Carcinoma Using Microarray Data A Comparative Study"
    اميد حميدي, ليلي تاپاك, عاطفه جعفرزاده كهنلو, مجيد صادقي فر
    Biomed Research International, pp.1-7, 2014
40. "A comparative study of support vector machines and artificial neural networks for predicting precipitation in Iran"
    اميد حميدي, جلال پورالعجل, مجيد صادقي فر, حامد عباسي, زهره مريانجي, Hamidreza Faridi, ليلي تاپاك
    THEORETICAL AND APPLIED CLIMATOLOGY, pp.1-9, 2014
41. "A TABU SEARCH ALGORITHM WITH EFFICIENT DIVERSIFICATION STRATEGY FOR HIGH SCHOOL TIMETABLING PROBLEM"
    سلمان هوشمند, mehdi Behshameh, اميد حميدي
    International Journal of Computer Science and Information Technology, pp.21-34, 2013
42. "Real-Data Comparison of Data Mining Methods in Prediction of Diabetes in Iran"
    lily tapak, hossein Mahjub, اميد حميدي, jalal Poorolajal
    Healthcare Informatics Research, pp.177-185, 2013

Conference Paper

1. "بررسي آماري تغييرات دبي در حوزه سد اكباتان همدان"
   اميد حميدي, maryanaji zohre
   modern methods in insurance pricing and industrial statistics, 2017
2. "تغييرات مشخصه هاي آماري بارش در ايستگاه همدان"
   اميد حميدي, zohre maryanaji
   modern methods in insurance pricing and industrial statistics, 2017
3. "ارزيابي ميزان رضايت مندي تحصيلي دانشجويان مهندسي مواد و ت ثير آن در كيفيت آموزش"
   زهرا نادري, Samad Ghasemi, اميد حميدي
   سومين كنفرانس ملي و دهمين همايش ارزيابي كيفيت نظام هاي دانشگاهي, 2016
4. "بررسي عملكرد روشهاي جانهي چندگانه و جانهي ساده رگرسيوني و الگوريتم EM در تحليل عوامل موثر بر بقاي بيماران مبتلا به سرطان معده"
   اميد حميدي, .. .., abas moghim, gh ro, ho mas
   يازدهمين كنفرانس آمار ايران, 2012