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Image Processing and Analysis for Preclinical and Clinical Applications
| Image Processing and Analysis for Preclinical and Clinical Applications |
| Autore | Stefano Alessandro |
| Pubbl/distr/stampa | Basel, : MDPI Books, 2022 |
| Descrizione fisica | 1 electronic resource (228 p.) |
| Soggetto topico |
Research & information: general
Chemistry |
| Soggetto non controllato |
deep learning
segmentation prostate MRI ENet UNet ERFNet radiomics gamma knife imaging quantification [11C]-methionine positron emission tomography cancer atrial fibrillation 4D-flow stasis pulmonary vein ablation convolutional neural network transfer learning maxillofacial fractures computed tomography images radiography xenotransplant cancer cells zebrafish image analysis in vivo assay convolutional neural network (CNN) magnetic resonance imaging (MRI) neoadjuvant chemoradiation therapy (nCRT) pathologic complete response (pCR) rectal cancer radiomics feature robustness PET/MRI co-registration image registration fundus image feature extraction glomerular filtration rate Gate's method renal depth computed tomography computer-aided diagnosis medical-image analysis automated prostate-volume estimation abdominal ultrasound images image-patch voting soft tissue sarcoma volume estimation artificial intelligence Basal Cell Carcinoma skin lesion classification colon positron emission tomography-computed tomography nuclear medicine image pre-processing high-level synthesis X-ray pre-processing pipelined architecture |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910595073603321 |
Stefano Alessandro
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| Basel, : MDPI Books, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Machine Learning for Biomedical Application
| Machine Learning for Biomedical Application |
| Autore | Strzelecki Michał |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (198 p.) |
| Soggetto topico | Research & information: general |
| Soggetto non controllato |
depthwise separable convolution (DSC)
all convolutional network (ACN) batch normalization (BN) ensemble convolutional neural network (ECNN) electrocardiogram (ECG) MIT-BIH database cephalometric landmark X-ray deep learning ResNet registration electronic human-machine interface blindness gesture recognition inertial sensors IMU dynamic contrast-enhanced MRI kidney perfusion glomerular filtration rate pharmacokinetic modeling multi-layer perceptron parameter estimation instance segmentation computer vision retinal blood vessel image computer-aided diagnosis U-shaped neural network residual learning semantic gap intracranial hemorrhage computed tomography random forest sleep disorder obstructive sleep disorder overnight polysomnogram EEG EMG ECG HRV signals Electronic Medical Record (EMR) disease prediction Amyotrophic Lateral Sclerosis (ALS) weighted Jaccard index (WJI) lung cancer CT images CNN pulmonary fibrosis radiotherapy |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910566475403321 |
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Strzelecki Michał
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Non-communicable Diseases, Big Data and Artificial Intelligence
| Non-communicable Diseases, Big Data and Artificial Intelligence |
| Autore | Wang Youxin |
| Pubbl/distr/stampa | Basel, : MDPI Books, 2022 |
| Descrizione fisica | 1 electronic resource (214 p.) |
| Soggetto topico | Medicine |
| Soggetto non controllato |
artificial intelligence
computer-aided diagnosis facial phenotypes machine learning complexity theory dementia cognitive dysfunction neuropsychological tests mental status and dementia tests spontaneous intracerebral hemorrhage (SICH) 90-day function outcome mortality osteoarthritis venous thrombosis VTE risk prediction machine learning algorithm population-based cohort study pituitary adenoma craniopharyngioma optic chiasm multicenter treatment outcome liver neoplasms deep learning diabetic complication gene-gene interaction AGER IL6R multiple sclerosis DNA methylation entropy atherosclerosis plaque characterization physical activity osteoporosis osteoporotic fracture vertebral fracture hip fracture distal radius fracture small for gestational age exposure to radiation prediction coronary plaque major adverse cardiovascular events coronary artery disease coronary computed tomographic angiography acute pancreatitis predictor interventions type 2 diabetes mellitus (T2DM) prediction model Chinese elderly prediabetes incident diabetes predictive models |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910595077503321 |
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Wang Youxin
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| Basel, : MDPI Books, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Novel Methods of Diagnostics of Thyroid and Parathyroid Lesions
| Novel Methods of Diagnostics of Thyroid and Parathyroid Lesions |
| Autore | Ruchala Marek |
| Pubbl/distr/stampa | Basel, : MDPI Books, 2022 |
| Descrizione fisica | 1 electronic resource (148 p.) |
| Soggetto topico | Medicine |
| Soggetto non controllato |
thyroid nodule
care pathway guidelines fine-needle aspiration cytology thyroid cancer COLD-PCR digital PCR BRAFV600E papillary thyroid cancer liquid biopsy thyroid nodules ultrasound computer-aided diagnosis S-Detect EU-TIRADS PTC thyroid metastasis Snail-1 primary hyperparathyroidism parathyroidectomy remedial surgery ectopic mediastinal localization persistent hypercalcemia ectopic thymus shear wave sonoelastography strain elastography metastatic lymph nodes shear wave elastography interobserver variability tissue aspirate parathyroid hormone assay recurrent renal hyperparathyroidism persistent renal hyperparathyroidism parathyroid sonography parathyroid scintigraphy thyroid surgery vocal cord dysfunction vocal cord palsy loss of signal complications parathyroid adenoma hyperparathyroidism PET-CT FEC FCH postsurgical hypoparathyroidism risk-factor analysis time course |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910595075203321 |
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Ruchala Marek
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| Basel, : MDPI Books, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Visual and Camera Sensors
| Visual and Camera Sensors |
| Autore | Park Kang Ryoung |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (274 p.) |
| Soggetto topico | Information technology industries |
| Soggetto non controllato |
self-assembly device
3D point clouds accuracy analysis VSLAM-photogrammetric algorithm portable mobile mapping system low-cost device BIM camera calibration DLT PnP weighted DLT uncertainty covariance robustness visual-inertial semi-direct SLAM multi-sensor fusion side-rear-view monitoring system automatic online calibration Hough-space unmanned aerial vehicle autonomous landing deep-learning-based motion deblurring and marker detection network slimming pruning model convolutional neural network convolutional filter classification multimodal human recognition blur image restoration DeblurGAN CNN facial expression recognition system computer vision multi-scale featured local binary pattern unsharp masking machine learning lens distortion DoF-dependent distortion partition vision measurement pathological site classification in vivo endoscopy computer-aided diagnosis artificial intelligence ensemble learning convolutional auto-encoders local image patch point pair feature plank recognition robotic grasping flying object detection drone image processing camera networks open-pit mine slope monitoring optimum deployment close range photogrammetry three-dimensional reconstruction OCD4M |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557360203321 |
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Park Kang Ryoung
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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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