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A Machine Learning Algorithm to Predict Severe Sepsis and Septic Shock: Development, Implementation, and Impact on Clinical Practice

by Giannini, Heather M, Ginestra, Jennifer C, Chivers, Corey, Draugelis, Michael, Hanish, Asaf, Schweickert, William D, Fuchs, Barry D, Meadows, Laurie, Lynch, Michael, Donnelly, Patrick J, Pavan, Kimberly, Fishman, Neil O, Hanson, 3rd, C William, Umscheid, Craig A
Published in Critical care medicine (01.11.2019)

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BiLSTM-ANN: early diagnosis of Alzheimer’s disease using hybrid deep learning algorithms

by Matlani, Princy
Published in Multimedia tools and applications (01.06.2024)

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Alzheimer's Diseases Detection by Using Deep Learning Algorithms: A Mini-Review

by Al-Shoukry, Suhad, Rassem, Taha H., Makbol, Nasrin M.
Published in IEEE access (2020)

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Early diagnosis of Alzheimer’s disease and mild cognitive impairment using MRI analysis and machine learning algorithms

by Givian, Helia, Calbimonte, Jean-Paul
Published in Discover applied sciences (01.01.2025)

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A Survey on Deep Learning for Neuroimaging-Based Brain Disorder Analysis

by Zhang, Li, Wang, Mingliang, Liu, Mingxia, Zhang, Daoqiang
Published in Frontiers in neuroscience (08.10.2020)

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Computer-assisted medical image classification for early diagnosis of oral cancer employing deep learning algorithm

by Jeyaraj, Pandia Rajan, Samuel Nadar, Edward Rajan
Published in Journal of cancer research and clinical oncology (01.04.2019)

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Machine Learning Algorithms and Statistical Approaches for Alzheimer's Disease Analysis Based on Resting-State EEG Recordings: A Systematic Review

by Tzimourta, Katerina D, Christou, Vasileios, Tzallas, Alexandros T, Giannakeas, Nikolaos, Astrakas, Loukas G, Angelidis, Pantelis, Tsalikakis, Dimitrios, Tsipouras, Markos G
Published in International journal of neural systems (01.05.2021)

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A novel approach for Parkinson’s disease detection using Vold-Kalman order filtering and machine learning algorithms

by Latifoğlu, Fatma, Penekli, Sultan, Orhanbulucu, Fırat, Chowdhury, Muhammad E. H.
Published in Neural computing & applications (01.06.2024)

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Development of a three tiered cognitive hybrid machine learning algorithm for effective diagnosis of Alzheimer’s disease

by Khan, Afreen, Zubair, Swaleha
Published in Journal of King Saud University. Computer and information sciences (01.11.2022)

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BUS‐CAD : A computer‐aided diagnosis system for breast tumor classification in ultrasound images using grid‐search‐optimized machine learning algorithms with extended and Boruta‐selected features

by Özcan, Hakan
Published in International journal of imaging systems and technology (01.09.2023)

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Resting State fMRI and Improved Deep Learning Algorithm for Earlier Detection of Alzheimer's Disease

by Guo, Haibing, Zhang, Yongjin
Published in IEEE access (2020)

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Classification of early and late stage liver hepatocellular carcinoma patients from their genomics and epigenomics profiles

by Kaur, Harpreet, Bhalla, Sherry, Raghava, Gajendra P. S.
Published in PloS one (06.09.2019)

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Complete Blood Count and Monocyte Distribution Width–Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation Study

by Campagner, Andrea, Agnello, Luisa, Carobene, Anna, Padoan, Andrea, Del Ben, Fabio, Locatelli, Massimo, Plebani, Mario, Ognibene, Agostino, Lorubbio, Maria, De Vecchi, Elena, Cortegiani, Andrea, Piva, Elisa, Poz, Donatella, Curcio, Francesco, Cabitza, Federico, Ciaccio, Marcello
Published in Journal of medical Internet research (26.02.2025)

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Machine Learning Algorithms For Breast Cancer Prediction And Diagnosis

by Naji, Mohammed Amine, Filali, Sanaa El, Aarika, Kawtar, Benlahmar, EL Habib, Abdelouhahid, Rachida Ait, Debauche, Olivier
Published in Procedia computer science (2021)

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Early betel leaf disease detection using vision transformer and deep learning algorithms

by Kusuma, S., Jothi, K. R.
Published in International journal of information technology (Singapore. Online) (01.01.2024)

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Deep Learning–Based Algorithm for Detecting Aortic Stenosis Using Electrocardiography

by Kwon, Joon‐Myoung, Lee, Soo Youn, Jeon, Ki‐Hyun, Lee, Yeha, Kim, Kyung‐Hee, Park, Jinsik, Oh, Byung‐Hee, Lee, Myong‐Mook
Published in Journal of the American Heart Association (09.04.2020)

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Developing Nurse‐Accessible Hypertension Prediction Tools for Low‐Income Populations: A Comparative Analysis of Machine Learning Algorithms With SHAP Interpretation

by Huang, Chuan, Xu, Jiaojiao, Qiu, Hai, Yue, Yuchuan
Published in International journal of nursing practice (01.10.2025)

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A prospective multicenter validation study of a machine learning algorithm classifier on quantitative electroencephalogram for differentiating between dementia with Lewy bodies and Alzheimer’s dementia

by Suzuki, Yukiko, Suzuki, Maki, Shigenobu, Kazue, Shinosaki, Kazuhiro, Aoki, Yasunori, Kikuchi, Hirokazu, Baba, Toru, Hashimoto, Mamoru, Araki, Toshihiko, Johnsen, Kristinn, Ikeda, Manabu, Mori, Etsuro
Published in PloS one (31.03.2022)

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Intelligent Decision Support for Identifying Chronic Kidney Disease Stages: Machine Learning Algorithms

by Shanmugarajeshwari, V, Ilayaraja, M
Published in International journal of intelligent information technologies (01.01.2024)

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Federated learning with integration of decision making method and various machine learning algorithms for Alzheimer’s prediction

by Sultan, Maheen, Akram, Muhammad, Habib, Shaista, Kahraman, Cengiz
Published in Knowledge-based systems (04.11.2025)

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