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Bioinformatics Applications Based On Machine Learning
| Bioinformatics Applications Based On Machine Learning |
| Autore | Chamoso Pablo |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (206 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
machine learning
metagenomics bioinformatics CTX-M data mining cluster clinical implications diabetes epidemiology forecast PART Decision table Weka real-life patients regression ear detection computer vision convolutional neural network image recognition video analysis gene clustering swarm intelligence biological functions detection informative genes fuel cell hydrogen energy intelligent systems hybrid systems Artificial Neural Networks power management Machine Learning personality assessment gradient boosting Affective Computing transposable elements metrics deep learning detection classification mitochondrial protein bi-directional LSTM plasmodium falciparum Particle Swarm Optimization Harmony Search parameter estimation Arabidopsis thaliana clinical data feature selection genetic programming evolutionary computation dynamic models evolutionary computing derivative-free optimization metabolism glycolysis yeast |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910674055503321 |
Chamoso Pablo
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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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Biomarkers in Neurodegenerative Diseases
| Biomarkers in Neurodegenerative Diseases |
| Autore | Ghosh Arnab |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (190 p.) |
| Soggetto topico | Medicine |
| Soggetto non controllato |
Alzheimer's disease
amyloid beta hippocampus Kir channels K+ channels glioblastoma multiforme low-grade glioma astrocytoma recurrence multifocal growth mRNA expression MPS1 TTK therapy EDTA chelation therapy neurodegenerative diseases metal detoxification reactive oxygen species (ROS) neuroinflammation neurodegeneration cognitive dysfunction neurofibrillary tangles diagnosis methods biomarkers perinatal stress NURR1 inflammation late-onset diseases early life artificial neural network deep learning Parkinson's disease atypical parkinsonian syndrome dopamine transporter SPECT β-Amyloid calpain Collapsin Response Mediator Protein-2 human-neuroblastoma SH-SY5Y cells Somatostatin-14 somatostatin receptor brain injury quinpirole dopamine D2 receptors glial cell autophagy mitophagy multiple sclerosis biomarker neurons astrocytes Alzheimer's and Parkinson's diseases fluid and imaging biomarkers amyloid-β and tau miRNA extracellular vesicles exosomes and ectosomes PET radiotracers radiolabeled molecules |
| ISBN | 3-0365-5730-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910640000503321 |
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Ghosh Arnab
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Biomechanical Spectrum of Human Sport Performance
| Biomechanical Spectrum of Human Sport Performance |
| Autore | TAIAR Redha |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 electronic resource (356 p.) |
| Soggetto topico | History of engineering & technology |
| Soggetto non controllato |
foot morphology
toes function biomechanics barefoot jumping running jump throwing ability 3D motion analysis acceleration kidney torque exercise physical fitness peritoneal dialysis sports engineering ground reaction forces swimming performance neuromuscular training strength injury prevention young athletes basketball shoe comfort perception foot loading plantar pressure maneuver two-dimensional video analysis validity reliability quantitative biomechanical parameters artistic gymnastics minimalist index patellofemoral contact force patellofemoral contact stress footwear patellofemoral joint pain syndrome virtual reality visual speed perception treadmill running self-motion perception optical flow locomotion forefoot Gait Heel TUG Type 2 diabetes mellitus metabolic syndrome whole body vibration exercise range of motion of the knees surface electromyographic pattern neuromuscular activation sleep quality whole-body vibration exercise Pittsburgh Sleep Quality Index Epworth Sleepiness Scale Berlin Questionnaire mechanical vibration traditional Chinese medicine balance flexibility muscle strength stabilometry ballet dancers ankle injury chronic ankle instability functional movement evaluation assessment screen type 2 diabetes mellitus blood flow velocity skin temperature vibration 3D force modeling rowing biomechanics robot-assisted training individualized training virtual reality simulator training of experts rowing simulator tendon based parallel robot transversal vibration control physical training intensity therapeutic exercises work related neck pain musculoskeletal pain flight time vertical jump center of mass landing anthropometric variables hamstring-to-quadriceps ratio H/Q ratio isometric lower limb measurement acquisitions and techniques strength and conditioning sports training strength abilities anterior cruciate ligament automation drop jump injury risk deep learning machine learning movement screen OpenPose signal complexity texture analysis multiscale entropy analysis wavelet transform photoplethysmography orthosis tensile strength test robotic therapy posture stability football training slackline balancing dynamics reconstruction contact force modeling optimal control subject-specific modeling velocity technique overhead racket swing stroke modeling and simulation in sport science mechanical analyses of sports sport medicine injury in sport human behavior quality of life applied science in musculoskeletal disorders |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557497903321 |
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TAIAR Redha
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Biomedical Image Processing and Classification
| Biomedical Image Processing and Classification |
| Autore | Mesin Luca |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (116 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
MR brain segmentation
fuzzy clustering object extraction silhouette analysis DICOM processing 3D modeling semantic segmentation convolutional neural networks kidney biopsy kidney transplantation glomerulus detection glomerulosclerosis pattern recognition hemoglobin anemia human tissues conjunctiva non-invasive medical device training size deep learning convolutional neural network U-Net segmentation artificial intelligence digital pathology kidney fibrosis blood vessel segmentation inferior vena cava ultrasound imaging binary tree model pulsatility fluid volume assessment |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557339403321 |
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Mesin Luca
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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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Biometric Systems
| Biometric Systems |
| Autore | Nanni Loris |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (352 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
online signature verification
shape contexts function features SC-DTW symbolic representation two-stage method finger features multimodal recognition local coding Gabor filter LGS human identification biomarker ECG machine learning Physionet Lviv Biometric Dataset biometry identification bloodstream image recognition multi-biometrics bit planes block mutual information cross-device dorsal hand vein recognition person re-identification superpixel temporally aligned pooling walking cycle automatic recognition face voice body motion autism spectrum disorder (ASD) assessment intervention curve similarity curve similarity model curve similarity transformation similarity distance segmentation matching evolutionary computation finger vein recognition hand vein recognition contactless acquisition device public vascular pattern dataset biometric recognition performance evaluation face verification optical correlation Hausdorff distance image classification face detection depth map ensemble filtering geometric deep learning ear detection structured prediction semantic segmentation rotation equivariance Gaussian mixture model superpixels face recognition systems person identification biometric systems survey automatic signature verification touch-screen sensor data quality enrollment phase performance assessment augmented signature security enhancement mobile conditions biometric recognition visible light iris images image quality assessment image covariates quality filtering vascular biometric recognition wrist vein recognition contactless dataset pattern recognition infrared camera non-contact devices Scale-Invariant Feature Transform (SIFT®) Speeded Up Robust Features (SURF®) Oriented FAST and Rotated BRIEF (ORB) fingerprint presentation attack detection deep learning |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557789403321 |
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Nanni Loris
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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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Child Obesity and Nutrition Promotion Intervention
| Child Obesity and Nutrition Promotion Intervention |
| Autore | Rito Ana Isabel |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (319 p.) |
| Soggetto topico |
Research & information: general
Biology, life sciences Food & society |
| Soggetto non controllato |
serious game
gamification eating behavior food neophobia willingness to taste nutritional status obesity dietary habits allergy pulmonary function allergic rhinitis asthma dietary habit vegetable consumption food intake preschool children Japan nutrition stress mental health family health behavior childhood obesity health intervention healthy lifestyle intervention school-based intervention MVPA overweight and obesity self-efficacy adolescent girls parent–child dyads food availability advertising healthy diet promotion programs community-based program school meals salt intake sodium consumption schools canteen adolescents implementation purchase behaviour overweight machine learning deep learning statistical models data science BMI child surveillance health noncommunicable diseases children fruit vegetables soft drinks energy balance-related behaviors self-regulation skills preschoolers randomized controlled trial intervention effects parental educational level intervention mapping multicomponent intervention school children food and nutrition intervention healthy eating food acceptance tactile play cooking fish health promotion childhood overweight risk community screening tool food environment home school food consumption patterns dietary intakes macronutrients micronutrients Eastern Mediterranean Region review parental role modelling family environment availability and accessibility cluster randomised controlled trial minority parents prevention diet nutrition promotion Black/African American Hispanic qualitative |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557338503321 |
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Rito Ana Isabel
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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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Clinical Medicine for Healthcare and Sustainability
| Clinical Medicine for Healthcare and Sustainability |
| Autore | Meen Teen-Hang |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 electronic resource (434 p.) |
| Soggetto topico | Medicine |
| Soggetto non controllato |
sarcopenia
bioimpedance analysis computed tomography discordance effect protection catheter hemodialysis meta-analysis trial sequential analysis Long-term oxygen therapy home mechanical ventilation patient-reported experience measures quality of care healthcare sustainability hepatocellular carcinoma health-related quality of life minimal clinically important difference survival serum urate menopause hypertension xanthine dehydrogenase cross-sectional cohort study diabetic foot ulcer peripheral arterial disease incidence prevalence cost National Health Insurance Service data erythrodermic psoriasis secukinumab addiction smoking alcohol cannabis virtual reality musculoskeletal disorders randomized controlled tria ceftaroline ceftriaxone community-acquired pneumonia safety eravacycline complicated intra-abdominal infection efficacy mortality laparoscopic open surgery non-metastatic colorectal cancer surgical complication oncologic outcome single surgeon experience doripenem acute bacterial infection pneumonia intra-abdominal infection complicated urinary tract infection ultrasound-guided injection laser assisted long-axis injection chronic disease multimorbidity suicidal thoughts suicidal plans stroke post-acute care medical referral system propensity score matching resistance training arterial pressure disease prevention caffeine older adults frailty medication primary care white matter hyperintensity MRI healthcare quotient chronic older adults living in super-aging society mild cognitive impairment walking speed depression urinary tract infection rapid culture antibiotic susceptibility testing (AST), evidence-based prescription antibiotics antimicrobial resistance (AMR), rapid diagnostics prediction deep learning conventional neural network bariatric surgery hospital emergency department queuing theory decision support cost optimization health behavior socioeconomic status Korea cardiovascular disease postprandial hypotension blood pressure elderly lung cancer physical activity season preoperative wearable macrosomia large for gestational age machine learning ensemble methods sensitivity specificity clinical deterioration early medical intervention electronic health records hospital rapid response team intensive care units medical records system computerized osteoporosis screening artificial intelligence convolutional neural networks dental panoramic radiographs palliative care nursing homes symptom assessment drug therapy therapeutics longitudinal studies occupational medicine forensic medicine insurance medicine psychoactive substances clinical forensic law ethics uric acid risk factor epidemiology cardiometabolic diseases healthcare and sustainability therapy of internal medicine diseases |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557572503321 |
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Meen Teen-Hang
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Comminution in the Minerals Industry
| Comminution in the Minerals Industry |
| Autore | Tavares Luís Marcelo M |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (214 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
nanoscale talc
wet milling high-energy ball milling ball size aggregation quantitative microstructural analysis X-ray computed tomography selective comminution texture structure mineral processing crushing grinding grinding behaviors energy consumption characterization sulfur content heterogeneous breakage split energy mining operation ore milling ore grinding rock liberation bed breakage iron ore comminution saturation piston-and-die compaction compression breakage single particle breakage energy input drop-weight tester breakage modelling grinding prediction jaw crusher Discrete Element Method Particle Replacement Model simulation modeling primary crushing particle breakage semi-autogenous grinding mill operational hardness energy consumption mining deep learning long short-term memory quartz shear stress tribochemistry fracturing mixed sulfides sphalerite galena VSI DEM sand modelling Vertimill Tower Mill liner wear fine grinding discrete element method |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557728203321 |
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Tavares Luís Marcelo M
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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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Computational Approaches: Drug Discovery and Design in Medicinal Chemistry and Bioinformatics
| Computational Approaches: Drug Discovery and Design in Medicinal Chemistry and Bioinformatics |
| Autore | Tutone Marco |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (387 p.) |
| Soggetto topico |
Research & information: general
Chemistry |
| Soggetto non controllato |
3D-QSAR
pharmacophore modeling ligand-based model HDACs isoform-selective histone deacetylase inhibitors aminophenylbenzamide hERG toxicity drug discovery fingerprints machine learning deep learning gene expression signature drug repositioning approaches RNA expression regulation high-throughput virtual screening dual-target lead discovery neurodegenerative disorders Alzheimer's disease dual mode of action multi-modal nicotinic acetylcholine receptor acetylcholinesterase molecular docking methotrexate drug resistance human dihydrofolate reductase virtual screening molecular dynamics simulation epitope binning epitope mapping epitope prediction antibody:antigen interactions protein docking glycoprotein D (gD) herpes simplex virus fusion proteins Src inhibitors pharmacophore model molecular dynamics simulations in silico COX-2 inhibitors molecular modeling sodium-glucose co-transporters 2 FimH uropathogenic bacteria urinary tract infections diabetes drug-resistance mutations HIV-2 protease structural characterization induced structural deformations SARS-CoV-2 COVID-19 multiprotein inhibiting natural compounds MD simulation 3CL-Pro antivirals docking simulations drug repurposing consensus models binding space isomeric space MRP4 SNPs variants protein threading modeling molecular dynamics binding site hTSPO PK11195 cholesterol homology modeling molecular dynamics (MD) simulation carbon nanotubes Stone-Wales defects haeckelite defects doxorubicin encapsulation drug delivery system binding free energies noncovalent interactions main protease mutants inhibitors PF-00835231 Mycobacterium tuberculosis tuberculosis proteasome natural compounds multiscale multitargeting polypharmacology computational biology drug repositioning structural bioinformatics proteomic signature skin aging oxidative stress aging progression mechanism genome-wide genetic and epigenetic network (GWGEN) systems medicine design multiple-molecule drug immunoproteasome non-covalent inhibitors MD binding metadynamics induced-fit docking |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Computational Approaches |
| Record Nr. | UNINA-9910557519403321 |
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Tutone Marco
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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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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 |
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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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