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Enhancing SARS-CoV‑2 Lineage Surveillance through the Integration of a Simple and Direct qPCR-Based Protocol Adaptation with Established Machine Learning Algorithms

by Aksenen, Cleber Furtado, Ferreira, Debora Maria Almeida, Jeronimo, Pedro Miguel Carneiro, Costa, Thais de Oliveira, de Souza, Ticiane Cavalcante, Lino, Bruna Maria Nepomuceno Sousa, Farias, Allysson Allan de, Miyajima, Fabio
Published in Analytical chemistry (Washington) (19.11.2024)

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Deep Learning Algorithms with Demographic Information Help to Detect Tuberculosis in Chest Radiographs in Annual Workers’ Health Examination Data

by Heo, Seok-Jae, Kim, Yangwook, Yun, Sehyun, Lim, Sung-Shil, Kim, Jihyun, Nam, Chung-Mo, Park, Eun-Cheol, Jung, Inkyung, Yoon, Jin-Ha
Published in International journal of environmental research and public health (16.01.2019)

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Journal Article

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A Comparative Analysis of Machine Learning Algorithms to Predict Alzheimer’s Disease

by Bari Antor, Morshedul, Jamil, A. H. M. Shafayet, Mamtaz, Maliha, Monirujjaman Khan, Mohammad, Aljahdali, Sultan, Kaur, Manjit, Singh, Parminder, Masud, Mehedi
Published in Journal of healthcare engineering (2021)

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Diagnosing COVID-19 pneumonia from x-ray and CT images using deep learning and transfer learning algorithms

by Maghdid, Halgurd S, Asaad, Aras T, Ghafoor, Kayhan Zrar, Sadiq, Ali Safaa, Mirjalili, Seyedali, Khan, Muhammad Khurram
Published in Multimodal Image Exploitation and Learning 2021 (12.04.2021)

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Conference Proceeding

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Insight into an unsupervised two-step sparse transfer learning algorithm for speech diagnosis of Parkinson’s disease

by Li, Yongming, Zhang, Xinyue, Wang, Pin, Zhang, Xiaoheng, Liu, Yuchuan
Published in Neural computing & applications (01.08.2021)

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Computed Tomography Image Features under Deep Learning Algorithm Applied in Staging Diagnosis of Bladder Cancer and Detection on Ceramide Glycosylation

by Xu, Yisheng, Lou, Jianghua, Gao, Zhiqin, Zhan, Ming
Published in Computational and mathematical methods in medicine (07.01.2022)

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Evaluating machine learning algorithms to predict lameness in dairy cattle

by Neupane, Rajesh, Aryal, Ashrant, Haeussermann, Angelika, Hartung, Eberhard, Pinedo, Pablo, Paudyal, Sushil
Published in PloS one (18.07.2024)

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Prediction of osteoporosis from simple hip radiography using deep learning algorithm

by Jang, Ryoungwoo, Choi, Jae Ho, Kim, Namkug, Chang, Jae Suk, Yoon, Pil Whan, Kim, Chul-Ho
Published in Scientific reports (07.10.2021)

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Journal Article

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HDPF: Heart Disease Prediction Framework Based on Hybrid Classifiers and Genetic Algorithm

by Ashri, Sarria E. A., El-Gayar, M. M., El-Daydamony, Eman M.
Published in IEEE access (2021)

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Journal Article

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CR19: a framework for preliminary detection of COVID-19 in cough audio signals using machine learning algorithms for automated medical diagnosis applications

by Hemdan, Ezz El-Din, El-Shafai, Walid, Sayed, Amged
Published in Journal of ambient intelligence and humanized computing (01.09.2023)

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Journal Article

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Potential of infrared microscopy to differentiate between dementia with Lewy bodies and Alzheimer’s diseases using peripheral blood samples and machine learning algorithms

by Salman, Ahmad, Lapidot, Itshak, Shufan, Elad, Agbaria, Adam H, Porat Katz, Bat-Sheva, Mordechai, Shaul
Published in Journal of biomedical optics (01.04.2020)

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Journal Article

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COVID-19 CT-images diagnosis and severity assessment using machine learning algorithm

by Albataineh, Zaid, Aldrweesh, Fatima, Alzubaidi, Mohammad A.
Published in Cluster computing (01.02.2024)

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Journal Article

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A Wearable Device Integrated with Deep Learning‐Based Algorithms for the Analysis of Breath Patterns

by Tarim, Ergün Alperay, Erimez, Busra, Degirmenci, Mehmet, Cumhur Tekin, H.
Published in Advanced intelligent systems (01.11.2023)

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An Automated In-Depth Feature Learning Algorithm for Breast Abnormality Prognosis and Robust Characterization from Mammography Images Using Deep Transfer Learning

by Mahmood, Tariq, Li, Jianqiang, Pei, Yan, Akhtar, Faheem
Published in Biology (02.09.2021)

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Journal Article

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The Use of Data Mining Methods for the Prediction of Dementia: Evidence From the English Longitudinal Study of Aging

by Yang, Hui, Bath, Peter A.
Published in IEEE journal of biomedical and health informatics (01.02.2020)

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Journal Article

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Setting up of a machine learning algorithm for the identification of severe liver fibrosis profile in the general US population cohort

by Hassoun, Samir, Bruckmann, Chiara, Ciardullo, Stefano, Perseghin, Gianluca, Di Gaudio, Francesca, Broccolo, Francesco
Published in International journal of medical informatics (Shannon, Ireland) (01.02.2023)

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Shoulder muscle activation pattern recognition based on sEMG and machine learning algorithms

by Jiang, Yongyu, Chen, Christine, Zhang, Xiaodong, Chen, Chaoyang, Zhou, Yang, Ni, Guoxin, Muh, Stephanie, Lemos, Stephen
Published in Computer methods and programs in biomedicine (01.12.2020)

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Leveraging ECG images for predicting ejection fraction using machine learning algorithms

by Swamy, Abhyuday Kumara, Rajagopal, Vivek, Krishnan, Deepak, Ghorai, Paramita Auddya, Choukhande, Anagha, Palani, Santhosh Rathnam, Padmanabhan, Deepak, Rupert, Emmanuel, Shetty, Devi Prasad, Narayan, Pradeep
Published in Indian heart journal (01.05.2025)

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Journal Article

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A Comparison of Machine Learning Algorithms and Feature Sets for Automatic Vocal Emotion Recognition in Speech

by Doğdu, Cem, Kessler, Thomas, Schneider, Dana, Shadaydeh, Maha, Schweinberger, Stefan R.
Published in Sensors (Basel, Switzerland) (01.10.2022)

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Journal Article

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An Improved Adaptive Human Learning Optimization Algorithm with Reasoning Learning

by Zhang, Pinggai, Hu, Baoling, Li, Dengji, Wang, Quanle, Zhou, Yi
Published in Scientific programming (04.05.2022)

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