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Computational Intelligence in Healthcare
| Computational Intelligence in Healthcare |
| Autore | Castellano Giovanna |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (226 p.) |
| Soggetto topico | Information technology industries |
| Soggetto non controllato |
sEMG
deep learning neural networks gait phase classification everyday walking convolutional neural network CRISPR leukemia nucleus image segmentation soft covering rough set clustering machine learning algorithm soft computing multistage support vector machine model multiple imputation by chained equations SVM-based recursive feature elimination unipolar depression diabetic retinopathy (DR) pre-trained deep ConvNet uni-modal deep features multi-modal deep features transfer learning 1D pooling cross pooling IMU gait analysis long-term monitoring multi-unit multi-sensor time synchronization Internet of Medical Things body area network MIMU early detection sepsis evaluation metrics machine learning medical informatics feature extraction physionet challenge electrocardiogram Premature ventricular contraction sparse autoencoder unsupervised learning Softmax regression medical diagnosis artificial neural network e-health Tri-Fog Health System fault data elimination health status prediction health status detection health off diffusion tensor imaging ensemble learning decision support systems healthcare computational intelligence Alzheimer's disease fuzzy inference systems genetic algorithms next-generation sequencing ovarian cancer interpretable models |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910674044803321 |
Castellano Giovanna
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Medical Informatics and Data Analysis
| Medical Informatics and Data Analysis |
| Autore | Nieminen Pentti |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (250 p.) |
| Soggetto topico | Medicine |
| Soggetto non controllato |
modified stretched exponential function
age-dependent stretched exponent characteristic life maximum lifespan South Korean female Long-term care (LTC) importance-satisfaction (I-S) model performance evaluation matrix (PEM) service quality performance matrix (SQPM) voice of customer (VOC) vocal fatigue vocal distance dose neck surface accelerometer medical informatics statistical computing data analysis retirement threshold decision support system heuristic approach surgery scheduling software tool case study prostate cancer castration-resistant prostate cancer deep learning phased long short-term memory statistics reporting data presentation publications medicine health care ICD coding hierarchical classification electronic healthcare data mining data anonymization health cervical injury neck pain inertial sensors Active Contour Models snake segmentation GVF prostate imaging biostatistics GLM skewed data t-test Type I error power simulation Monte Carlo deep belief network heart disease diagnosis sparse FCM bird swarm algorithm mathematical models Iterative simulation compartmental model diabetes control mobile assistant |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557123703321 |
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Nieminen Pentti
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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The Convergence of Human and Artificial Intelligence on Clinical Care - Part I
| The Convergence of Human and Artificial Intelligence on Clinical Care - Part I |
| Autore | Abedi Vida |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (188 p.) |
| Soggetto topico | Medicine |
| Soggetto non controllato |
machine learning-enabled decision support system
improving diagnosis accuracy Bayesian network bariatric surgery health-related quality of life comorbidity voice change larynx cancer machine learning deep learning voice pathology classification imputation electronic health records EHR laboratory measures medical informatics inflammatory bowel disease C. difficile infection osteoarthritis complex diseases healthcare artificial intelligence interpretable machine learning explainable machine learning septic shock clinical decision support system electronic health record cerebrovascular disorders stroke SARS-CoV-2 COVID-19 cluster analysis risk factors ischemic stroke outcome prediction recurrent stroke cardiac ultrasound echocardiography portable ultrasound aneurysm surgery temporary artery occlusion clipping time artificial neural network digital imaging monocytes promonocytes and monoblasts chronic myelomonocytic leukemia (CMML) and acute myeloid leukemia (AML) for acute monoblastic leukemia and acute monocytic leukemia concordance between hematopathologists mechanical ventilation respiratory failure ADHD social media pharmacotherapy stimulants alpha-2-adrenergic agonists non-stimulants trust passive adherence human factors |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557617803321 |
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Abedi Vida
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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