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Record Nr. |
UNINA9910483684603321 |
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Titolo |
Advanced Prognostic Predictive Modelling in Healthcare Data Analytics / / edited by Sudipta Roy, Lalit Mohan Goyal, Mamta Mittal |
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Pubbl/distr/stampa |
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Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2021 |
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ISBN |
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Edizione |
[1st ed. 2021.] |
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Descrizione fisica |
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1 online resource (317 pages) |
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Collana |
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Lecture Notes on Data Engineering and Communications Technologies, , 2367-4520 ; ; 64 |
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Disciplina |
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Soggetti |
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Computational intelligence |
Artificial intelligence |
Quantitative research |
Medical informatics |
Computer simulation |
Computational Intelligence |
Artificial Intelligence |
Data Analysis and Big Data |
Health Informatics |
Computer Modelling |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Data visualization in the transformation of healthcare industries -- Emerging Healthcare Problems in High Dimensional Data and Dimension Reduction -- Disease Prediction Using Data Mining and Machine Learning Techniques -- Prognostic modeling with the internet of Healthcare things applications -- Cancer Tissue Segmentation in Various Conditions with Semiautomatic and Automatic Approach -- Early Screening of COVID-19 from Chest CT using Deep Learning Technique -- Clinical Decision-Making and Predicting Patient Trajectories. |
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Sommario/riassunto |
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This book discusses major technical advancements and research findings in the field of prognostic modelling in healthcare image and data analysis. The use of prognostic modelling as predictive models to |
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