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Advanced Computational Methods for Oncological Image Analysis
| Advanced Computational Methods for Oncological Image Analysis |
| Autore | Rundo Leonardo |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (262 p.) |
| Soggetto topico | Medicine |
| Soggetto non controllato |
melanoma detection
deep learning transfer learning ensemble classification 3D-CNN immunotherapy radiomics self-attention breast imaging microwave imaging image reconstruction segmentation unsupervised machine learning k-means clustering Kolmogorov-Smirnov hypothesis test statistical inference performance metrics contrast source inversion brain tumor segmentation magnetic resonance imaging survey brain MRI image tumor region skull stripping region growing U-Net BRATS dataset incoherent imaging clutter rejection breast cancer detection MRgFUS proton resonance frequency shift temperature variations referenceless thermometry RBF neural networks interferometric optical fibers breast cancer risk assessment machine learning texture mammography medical imaging imaging biomarkers bone scintigraphy prostate cancer semisupervised classification false positives reduction computer-aided detection breast mass mass detection mass segmentation Mask R-CNN dataset partition brain tumor classification shallow machine learning breast cancer diagnosis Wisconsin Breast Cancer Dataset feature selection dimensionality reduction principal component analysis ensemble method |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557353503321 |
Rundo Leonardo
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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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Interdisciplinary Medicine
| Interdisciplinary Medicine |
| Autore | Diaconu Camelia |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (282 p.) |
| Soggetto topico | Medicine |
| Soggetto non controllato |
ectopic kidney
locally advanced cervical cancer nephrectomy skin cancer squamous cell carcinoma basal cell carcinoma malignant melanoma surgery quality of life breast reconstruction timing mastectomy adjuvant therapy fertility preservation cryo-preservation vitrification breast cancer dietary attitude type 2 diabetes mellitus diabetes self-management empowerment approach dietary behavior early stage ovarian cancer para-aortic lymph node metastases synchronous malignancies cervical adenocarcinoma serous ovarian adenocarcinoma PSFT resection pulmonary adenocarcinoma Krukenberg tumors ureteral stenosis chronic kidney disease preeclampsia hypertension proteinuria type 2 diabetes hemoglobin A1c matrix metalloproteinases-2 and -9 anti-elastin antibodies anti-collagen IV antibodies diabetic retinopathy diabetic nephropathy macrovascular complications nephrotic syndrome thrombosis inherited risk factors mutation anticoagulation medical malpractice doctor-patient relationship communication complications diagnostic error preventive measures retrospective study children self-medication risks beliefs Mayer-Rokitansky-Küster-Hauser syndrome primary amenorrhea surgical management vaginal reconstruction plastic surgery oral graft versus host disease topical corticosteroids dexamethasone clobetasol budesonide tuberous sclerosis angiomyolipomatosis uretero-hydronephrosis angiofibromas VCAM-1 E-selectin psoriasis methotrexate adalimumab colosalpingeal fistula enterotubal fistula diverticular fistulation diagnosis hysteroscopy management pregnancy-associated breast cancer Romania primary pleural hydatidosis Albendazole echinoccocus caudal duplication syndrome colorectal duplication genitourinary duplication congenital malformation pediatric surgery SARS-CoV-2 COVID-19 SIADH dyselectrolytemia hyponatremia Silesian Voivodeship gold hour cardiovascular diseases Medical Emergency Team acute cholecystitis laparoscopic cholecystectomy elderly safety young lung cancer depression anxiety multiple correspondence analysis k-means clustering |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557526303321 |
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Diaconu Camelia
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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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Statistical Machine Learning for Human Behaviour Analysis
| Statistical Machine Learning for Human Behaviour Analysis |
| Autore | Moeslund Thomas |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 electronic resource (300 p.) |
| Soggetto topico | History of engineering & technology |
| Soggetto non controllato |
multi-objective evolutionary algorithms
rule-based classifiers interpretable machine learning categorical data hand sign language deep learning restricted Boltzmann machine (RBM) multi-modal profoundly deaf noisy image ensemble methods adaptive classifiers recurrent concepts concept drift stock price direction prediction toe-off detection gait event silhouettes difference convolutional neural network saliency detection foggy image spatial domain frequency domain object contour detection discrete stationary wavelet transform attention allocation attention behavior hybrid entropy information entropy single pixel single photon image acquisition time-of-flight action recognition fibromyalgia Learning Using Concave and Convex Kernels Empatica E4 self-reported survey speech emotion recognition 3D convolutional neural networks k-means clustering spectrograms context-aware framework accuracy false negative rate individual behavior estimation statistical-based time-frequency domain and crowd condition emotion recognition gestures body movements Kinect sensor neural networks face analysis face segmentation head pose estimation age classification gender classification singular point detection boundary segmentation blurring detection fingerprint image enhancement fingerprint quality speech committee of classifiers biometric recognition multimodal-based human identification privacy privacy-aware |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557288403321 |
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Moeslund Thomas
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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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