Nizal Sarrafzadegan

14 papers Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A machine learning approach for Premature Coronary Artery Disease Diagnosis according to Different Ethnicities in Iran.
CoRR
Mohamad Roshanzamir, Roohallah Alizadehsani, Ehsan Zarepur, Noushin Mohammadifard, Fatemeh Nouri, Mahdi Roshanzamir, Alireza Khosravi, Fereidoon Nouhi, Nizal Sarrafzadegan
2024 — conf
FH-TabNet: Multi-Class Familial Hypercholesterolemia Detection via a Multi-Stage Tabular Deep Learning Network.
EUSIPCO
Sadaf Khademi, Zohreh Hajiakhondi-Meybodi, Golnaz Vaseghi, Nizal Sarrafzadegan, Arash Mohammadi
2024 J jnl
FH-TabNet: Multi-Class Familial Hypercholesterolemia Detection via a Multi-Stage Tabular Deep Learning.
CoRR
Sadaf Khademi, Zohreh Hajiakhondi-Meybodi, Golnaz Vaseghi, Nizal Sarrafzadegan, Arash Mohammadi
2024 J jnl
Which risk factor best predicts coronary artery disease using artificial neural network method?
BMC Medical Informatics Decis. Mak.
Nahid Azdaki, Fatemeh Salmani, Toba Kazemi, Neda Partovi, Saeede Khosravi Bizhaem, Masomeh Noori Moghadam, Yoones Moniri, Ehsan Zarepur, Noushin Mohammadifard, Hassan Alikhasi, Fatemeh Nouri, Nizal Sarrafzadegan, Seyyed Ali Moezi, Mohammad Reza Khazdair
2023 J jnl
Binarized multi-gate mixture of Bayesian experts for cardiac syndrome X diagnosis: A clinician-in-the-loop scenario with a belief-uncertainty fusion paradigm.
Inf. Fusion
Moloud Abdar, Arash Mehrzadi, Milad Goudarzi, Farzad Masoudkabir, Leonardo Rundo, Mohammad Mamouei, Evis Sala, Abbas Khosravi, Vladimir Makarenkov, U. Rajendra Acharya, Seyedmohammad Saadatagah, Mohammadreza Naderian, Salvador García, Nizal Sarrafzadegan, Saeid Nahavandi
2023 J jnl
Cardiovascular disease incidence prediction by machine learning and statistical techniques: a 16-year cohort study from eastern Mediterranean region.
BMC Medical Informatics Decis. Mak.
Kamran Mehrabani-Zeinabad, Awat Feizi, Masoumeh Sadeghi, Hamidreza Roohafza, Mohammad Talaei, Nizal Sarrafzadegan
2021 J jnl
Automated detection of shockable ECG signals: A review.
Inf. Sci.
Mohamed Hammad, Kandala N. V. P. S. Rajesh, Amira Abdelatey, Moloud Abdar, Mariam Zomorodi Moghadam, Ru-San Tan, U. Rajendra Acharya, Joanna Plawiak, Ryszard Tadeusiewicz, Vladimir Makarenkov, Nizal Sarrafzadegan, Abbas Khosravi, Saeid Nahavandi, Ahmed A. Abd El-Latif, Pawel Plawiak
2021 J jnl
Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991-2020.
Comput. Biol. Medicine
Roohallah Alizadehsani, Abbas Khosravi, Mohamad Roshanzamir, Moloud Abdar, Nizal Sarrafzadegan, Davood Shafie, Fahime Khozeimeh, Afshin Shoeibi, Saeid Nahavandi, Maryam Panahiazar, Andrew Bishara, Ramin E. Beygui, Rishi Puri, Samir Kapadia, Ru-San Tan, U. Rajendra Acharya
2020 J jnl
Association between work-related features and coronary artery disease: A heterogeneous hybrid feature selection integrated with balancing approach.
Pattern Recognit. Lett.
Elham Nasarian, Moloud Abdar, Mohammad Amin Fahami, Roohallah Alizadehsani, Sadiq Hussain, Mohammad Ehsan Basiri, Mariam Zomorodi Moghadam, Xujuan Zhou, Pawel Plawiak, U. Rajendra Acharya, Ru-San Tan, Nizal Sarrafzadegan
2019 J jnl
Machine learning-based coronary artery disease diagnosis: A comprehensive review.
Comput. Biol. Medicine
Roohallah Alizadehsani, Moloud Abdar, Mohamad Roshanzamir, Abbas Khosravi, Parham M. Kebria, Fahime Khozeimeh, Saeid Nahavandi, Nizal Sarrafzadegan, U. Rajendra Acharya
2019 J jnl
NE-nu-SVC: A New Nested Ensemble Clinical Decision Support System for Effective Diagnosis of Coronary Artery Disease.
IEEE Access
Moloud Abdar, U. Rajendra Acharya, Nizal Sarrafzadegan, Vladimir Makarenkov
2018 J jnl
Non-invasive detection of coronary artery disease in high-risk patients based on the stenosis prediction of separate coronary arteries.
Comput. Methods Programs Biomed.
Roohallah Alizadehsani, Mohammad Javad Hosseini, Abbas Khosravi, Fahime Khozeimeh, Mohamad Roshanzamir, Nizal Sarrafzadegan, Saeid Nahavandi
2016 J jnl
Coronary artery disease detection using computational intelligence methods.
Knowl. Based Syst.
Roohallah Alizadehsani, Mohammad Hossein Zangooei, Mohammad Javad Hosseini, Jafar Habibi, Abbas Khosravi, Mohamad Roshanzamir, Fahime Khozeimeh, Nizal Sarrafzadegan, Saeid Nahavandi
2013 J jnl
Validation of the Revised Stressful Life Event Questionnaire Using a Hybrid Model of Genetic Algorithm and Artificial Neural Networks.
Comput. Math. Methods Medicine
Rasoul Sali, Hamidreza Roohafza, Masoumeh Sadeghi, Elham Andalib, Hassan Shavandi, Nizal Sarrafzadegan