Search Results - "Verga, Nicolae"
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Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks
Published in Sensors (Basel, Switzerland) (01-10-2020)“…In this paper, we present our system for the RSNA Intracranial Hemorrhage Detection challenge, which is based on the RSNA 2019 Brain CT Hemorrhage dataset. The…”
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Journal Article -
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Convolutional Neural Networks with Intermediate Loss for 3D Super-Resolution of CT and MRI Scans
Published in IEEE access (01-01-2020)“…Computed Tomography (CT) scanners that are commonly-used in hospitals and medical centers nowadays produce low-resolution images, e.g. one voxel in the image…”
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Journal Article -
3
CyTran: A cycle-consistent transformer with multi-level consistency for non-contrast to contrast CT translation
Published in Neurocomputing (Amsterdam) (14-06-2023)“…We propose a novel approach to translate unpaired contrast computed tomography (CT) scans to non-contrast CT scans and the other way around. Solving this task…”
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Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution
Published in 2023 IEEE/CVF WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV) (01-01-2023)“…Super-resolving medical images can help physicians in providing more accurate diagnostics. In many situations, computed tomography (CT) or magnetic resonance…”
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Conference Proceeding -
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Biomarkers in Colorectal Cancer: Actual and Future Perspectives
Published in International journal of molecular sciences (01-11-2024)“…Biomarkers in colorectal cancer (CRC) are of great interest in the current literature due to improvements in techniques such as liquid biopsy and…”
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Journal Article -
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The Effect of the Ionizing Radiation on Hydroxyapatite–Polydimethylsiloxane Layers
Published in Polymer engineering and science (01-12-2019)“…The bio hydroxyapatite (HAp) was used from a long time in different medical and environmental applications. The HAp layers with a uniform surface were used for…”
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Journal Article -
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Calculation of Externally Applied Electric Field Intensity for Disruption of Cancer Cell Proliferation
Published in Electromagnetic biology and medicine (01-01-2010)“…It is already known that electrostatic, magnetostatic, extremely low-frequency electric fields, and pulsed electric field could be utilized in cancer…”
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Journal Article -
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Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks
Published 01-08-2020“…In this paper, we present our system for the RSNA Intracranial Hemorrhage Detection challenge. The proposed system is based on a lightweight deep neural…”
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Journal Article -
9
Convolutional Neural Networks with Intermediate Loss for 3D Super-Resolution of CT and MRI Scans
Published 06-04-2023“…CT scanners that are commonly-used in hospitals nowadays produce low-resolution images, up to 512 pixels in size. One pixel in the image corresponds to a one…”
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Journal Article -
10
CyTran: A Cycle-Consistent Transformer with Multi-Level Consistency for Non-Contrast to Contrast CT Translation
Published 05-04-2023“…We propose a novel approach to translate unpaired contrast computed tomography (CT) scans to non-contrast CT scans and the other way around. Solving this task…”
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Journal Article -
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Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution
Published 08-04-2022“…Super-resolving medical images can help physicians in providing more accurate diagnostics. In many situations, computed tomography (CT) or magnetic resonance…”
Get full text
Journal Article