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Hybrid Prediction Model for Type 2 Diabetes and Hypertension Using DBSCAN-Based Outlier Detection, Synthetic Minority Over Sampling Technique (SMOTE), and Random Forest
Ijaz, Muhammad, Alfian, Ganjar, Syafrudin, Muhammad, Rhee, Jongtae
Published in Applied sciences (01.08.2018)
Published in Applied sciences (01.08.2018)
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An Oversampling Technique for Handling Imbalanced Data in Patients with Metabolic Syndrome and Periodontitis
ALTINGÖZ, Sema Merve, BAKIRARAR, Batuhan, ÜNSAL, Elif, KURGAN, Sivge, GÜNHAN, Meral
Published in Cumhuriyet Üniversitesi Dişhekimliği Fakültesi dergisi = Journal of Cumhuriyet University Dental Faculty (31.12.2023)
Published in Cumhuriyet Üniversitesi Dişhekimliği Fakültesi dergisi = Journal of Cumhuriyet University Dental Faculty (31.12.2023)
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Gait-based Parkinson’s disease diagnosis and severity classification using force sensors and machine learning
Navita, Mittal, Pooja, Sharma, Yogesh Kumar, Rai, Anjani Kumar, Simaiya, Sarita, Lilhore, Umesh Kumar, Kumar, Vimal
Published in Scientific reports (02.01.2025)
Published in Scientific reports (02.01.2025)
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Battering Review Spam Through Ensemble Learning in Imbalanced Datasets
Khurshid, Faisal, Zhu, Yan, Hu, Jie, Ahmad, Muqeet, Ahmad, Mushtaq
Published in Computer journal (15.07.2022)
Published in Computer journal (15.07.2022)
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Machine learning prediction of susceptibility to visceral fat associated diseases
Aldraimli, M., Soria, D., Parkinson, J., Thomas, E. L., Bell, J. D., Dwek, M. V., Chaussalet, T. J.
Published in Health and technology (01.07.2020)
Published in Health and technology (01.07.2020)
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Using gait analysis’ parameters to classify Parkinsonism: A data mining approach
Ricciardi, Carlo, Amboni, Marianna, De Santis, Chiara, Improta, Giovanni, Volpe, Giampiero, Iuppariello, Luigi, Ricciardelli, Gianluca, D'Addio, Giovanni, Vitale, Carmine, Barone, Paolo, Cesarelli, Mario
Published in Computer methods and programs in biomedicine (01.10.2019)
Published in Computer methods and programs in biomedicine (01.10.2019)
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Glioma Tumor Grading Using Radiomics on Conventional MRI: A Comparative Study of WHO 2021 and WHO 2016 Classification of Central Nervous Tumors
Moodi, Farzan, Khodadadi Shoushtari, Fereshteh, Ghadimi, Delaram J., Valizadeh, Gelareh, Khormali, Ehsan, Salari, Hanieh Mobarak, Ohadi, Mohammad Amin Dabbagh, Nilipour, Yalda, Jahanbakhshi, Amin, Rad, Hamidreza Saligheh
Published in Journal of magnetic resonance imaging (01.09.2024)
Published in Journal of magnetic resonance imaging (01.09.2024)
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Machine learning applications to classify and monitor medication adherence in patients with type 2 diabetes in Ethiopia
Kassaw, Ewunate Assaye, Sendekie, Ashenafi Kibret, Enyew, Bekele Mulat, Abate, Biruk Beletew
Published in Frontiers in endocrinology (Lausanne) (20.03.2025)
Published in Frontiers in endocrinology (Lausanne) (20.03.2025)
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Machine learning approaches to identify Parkinson's disease using voice signal features
Alshammri, Raya, Alharbi, Ghaida, Alharbi, Ebtisam, Almubark, Ibrahim
Published in Frontiers in artificial intelligence (28.03.2023)
Published in Frontiers in artificial intelligence (28.03.2023)
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Detection of Suicide Attempters among Suicide Ideators Using Machine Learning
Ryu, Seunghyong, Lee, Hyeongrae, Lee, Dong-Kyun, Kim, Sung-Wan, Kim, Chul-Eung
Published in Psychiatry investigation (01.08.2019)
Published in Psychiatry investigation (01.08.2019)
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Multiparametric MRI combined with clinical factors to predict glypican-3 expression of hepatocellular carcinoma
Liu, Peijun, Li, Weiqiu, Qiu, Ganbin, Chen, Jincan, Liu, Yonghui, Wen, Zhongyan, Liang, Mei, Zhao, Yue
Published in Frontiers in oncology (09.11.2023)
Published in Frontiers in oncology (09.11.2023)
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HDPM: An Effective Heart Disease Prediction Model for a Clinical Decision Support System
Fitriyani, Norma Latif, Syafrudin, Muhammad, Alfian, Ganjar, Rhee, Jongtae
Published in IEEE access (2020)
Published in IEEE access (2020)
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Multiple voice disorders in the same individual: Investigating handcrafted features, multi-label classification algorithms, and base-learners
Barbon, Sylvio, Guido, Rodrigo Capobianco, Aguiar, Gabriel Jonas, Santana, Everton José, Proença, Mario Lemes, Patil, Hemant A.
Published in Speech communication (01.07.2023)
Published in Speech communication (01.07.2023)
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Detecting congestive heart failure by extracting multimodal features with synthetic minority oversampling technique (SMOTE) for imbalanced data using robust machine learning techniques
Hussain, Lal, Lone, Kashif Javed, Awan, Imtiaz Ahmed, Abbasi, Adeel Ahmed, Pirzada, Jawad-ur-Rehman
Published in Waves in random and complex media (04.05.2022)
Published in Waves in random and complex media (04.05.2022)
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Using random forest algorithm for glomerular and tubular injury diagnosis
Song, Wenzhu, Zhou, Xiaoshuang, Duan, Qi, Wang, Qian, Li, Yaheng, Li, Aizhong, Zhou, Wenjing, Sun, Lin, Qiu, Lixia, Li, Rongshan, Li, Yafeng
Published in Frontiers in medicine (28.07.2022)
Published in Frontiers in medicine (28.07.2022)
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