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