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Deep Learning in Medical Image Analysis
| Deep Learning in Medical Image Analysis |
| Autore | Zhang Yudong |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (458 p.) |
| Soggetto non controllato |
interpretable/explainable machine learning
image classification image processing machine learning models white box black box cancer prediction deep learning multimodal learning convolutional neural networks autism fMRI texture analysis melanoma glcm matrix machine learning classifiers explainability explainable AI XAI medical imaging diagnosis ARMD change detection unsupervised learning microwave breast imaging image reconstruction tumor detection digital pathology whole slide image processing multiple instance learning deep learning classification HER2 medical images transfer learning optimizers neo-adjuvant treatment tumour cellularity cancer breast cancer diagnostics imaging computation artificial intelligence 3D segmentation active surface discriminant analysis PET imaging medical image analysis brain tumor cervical cancer colon cancer lung cancer computer vision musculoskeletal images lung disease detection taxonomy convolutional neural network CycleGAN data augmentation dermoscopic images domain transfer macroscopic images skin lesion segmentation infection detection COVID-19 X-ray images bayesian inference shifted-scaled dirichlet distribution MCMC gibbs sampling object detection surgical tools open surgery egocentric camera computers in medicine segmentation MRI ECG signal detection portable monitoring devices 1D-convolutional neural network medical image segmentation domain adaptation meta-learning U-Net computed tomography (CT) magnetic resonance imaging (MRI) low-dose sparse-angle quantitative comparison |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557435103321 |
Zhang Yudong
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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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Eye Movements and Visual Cognition
| Eye Movements and Visual Cognition |
| Autore | Klein Raymond M |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 electronic resource (378 p.) |
| Soggetto topico |
Research & information: general
Biology, life sciences |
| Soggetto non controllato |
attention
covert oculomotor readiness hypothesis premotor theory exogenous endogenous eye abduction scene perception eye movements eye tracking gaze memory retrieval vision aging autism cognitive processing social and everyday communication theories of learning to read orthography phonology adults children eye-tracking visual search X-ray images security screening medical image perception scenes reading regressions individual differences multiple object tracking multiple identity tracking dynamic attention unconscious subliminal top-down bottom-up contingent capture anaphor discourse comprehension strategy decision saccades masking displacement perception spatial stability motion perception serialism parallelism oculomotor control salience computational modelling deep learning Itti and Koch inhibition of return oculomotor system orienting cognitive aging eye movements during reading alphabetic reading Chinese reading event-related potentials fixation-related potentials |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557431003321 |
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Klein Raymond M
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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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Patient-Specific Implants in Musculoskeletal (Orthopedic) Surgery
| Patient-Specific Implants in Musculoskeletal (Orthopedic) Surgery |
| Autore | Rudert Maximilian |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (264 p.) |
| Soggetto topico | Medicine |
| Soggetto non controllato |
patient specific implant
custom made implant revision hip Paprosky pelvic discontinuity highly cancellous implant surface tibia titanium alloy 3D printing megaendoprosthesis orthopedic oncology limb salvage patient safety management vascular bypass soft tissue sarcoma vascular reconstruction shoulder arthroplasty X-ray images implant classification deep learning dense residual ensemble-network rotational invariant augmentation Three-Dimensional Printing (3DP) custom implant patient-specific implants (PSI) spinal surgery total knee replacement total knee arthroplasty kinematic alignment slope rotation navigation-assisted surgery tumor orthopedics oncologic orthopedics patient specific tumor surgery bone defects hip detection deep convolutional neural network radiography leg alignment patient-specific instruments custom-made implant rotational correction custom-made rTKA 3D-printed individual limb-salvage cone customised personalised knee replacement native knee morphology femoral J-Curve principal component analysis geometric parameter analysis individualized alignment restricted kinematic alignment robotic-assisted TKA MAKO safe zone pelvic tumors 3D printed prostheses computer aided design pelvic reconstruction arthroplasty complications bone tumor pelvis patient-specific individualized 3D-printing unicondylar knee arthroplasty unicompartmental knee replacement unicondylar knee replacement partial knee arthroplasty partial knee replacement UKA UKR augmented reality image-guided surgery intraoperative imaging simulation mixed reality reversed shoulder arthroplasty 3D planning total hip arthroplasty finite element method cemented and uncemented acetabular fixation polyethylene wear patterns cervical-diaphyseal angle center of rotation material head size head liner thickness preoperative planning patient-specific THA target zone leg length discrepancy range of motion edge loading TKA tricompartmental knee osteoarthritis iTotal |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Patient-Specific Implants in Musculoskeletal |
| Record Nr. | UNINA-9910576885903321 |
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Rudert Maximilian
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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