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HookNet: Multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images.
In Medical image analysis
van Rijthoven Mart, Balkenhol Maschenka, Siliņa Karina, van der Laak Jeroen, Ciompi Francesco
2020-Oct-29
Computational pathology, Deep learning, Multi-resolution, Semantic segmentation

Automatic fundus image quality assessment on a continuous scale.
In Computers in biology and medicine
Karlsson Robert A, Jonsson Benedikt A, Hardarson Sveinn H, Olafsdottir Olof B, Halldorsson Gisli H, Stefansson Einar
2020-Nov-12
Fundus image quality assessment, Fundus imaging, Machine learning, Simulated annealing

Deep learning segmentation of Primary Sjögren's syndrome affected salivary glands from ultrasonography images.
In Computers in biology and medicine
Vukicevic Arso M, Radovic Milos, Zabotti Alen, Milic Vera, Hocevar Alojzija, Callegher Sara Zandonella, De Lucia Orazio, De Vita Salvatore, Filipovic Nenad
2020-Nov-26
Deep learning, HarmonicSS project, Salivary glands, Segmentation, “Sjögrens syndrome”
Artificial intelligence assistance improves reporting efficiency of thoracic aortic aneurysm CT follow-up.
In European journal of radiology ; h5-index 47.0
OBJECTIVE :
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Rueckel J, Reidler P, Fink N, Geyer Thomas, Fabritius M P, Sperl J, Ricke J, Ingrisch M, Sabel B O
2020-Nov-21
Aneurysm, Aorta, Artificial intelligence, Tomography
Meningioma consistency can be defined by combining the radiomic features of magnetic resonance imaging and ultrasound elastography. A pilot study using machine learning classifiers.
In World neurosurgery ; h5-index 47.0
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Arrese Ignacio, García-García Sergio, Velasco-Casares María, Escudero-Caro Trinidad, Zamora Tomás, Sarabia Rosario
2020-Nov-28
MRI, brain tumor, elastography, intraoperative ultrasound, machine learning., meningiomas

A Review on Deep Learning Approaches in Healthcare Systems: Taxonomies, Challenges, and Open Issues.
In Journal of biomedical informatics ; h5-index 55.0
Shamshirband Shahab, Fathi Mahdis, Dehzangi Abdollah, Theodore Chronopoulos Anthony, Alinejad-Rokny Hamid
2020-Nov-28
Deep Neural Network, Diagnostics tools, Health data analytics, Healthcare applications, Machine Learning
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