Imaging, Three-Dimensional

Detecting schizophrenia with 3D structural brain MRI using deep learning.

Scientific reports Sep 2, 2023

Schizophrenia is a chronic neuropsychiatric disorder that causes distinct structural alterations within the brain. We hypothesize that deep learning applied to a structural neuroimaging dataset could detect disease-related alteration and improve clas...

Young Adult Adult Male Middle Aged Humans Female Aged Imaging, Three-Dimensional Magnetic Resonance Imaging Schizophrenia Neuroimaging Case-Control Studies Deep Learning Adolescent

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Deep Learning Reconstruction to Improve the Quality of MR Imaging: Evaluating the Best Sequence for T-category Assessment in Non-small Cell Lung Cancer Patients.

Magnetic resonance in medical sciences : MRMS : an official journal of Japan Society of Magnetic Resonance in Medicine Sep 1, 2023

PURPOSE: Deep learning reconstruction (DLR) has been recommended as useful for improving image quality. Moreover, compressed sensing (CS) or DLR has been proposed as useful for improving temporal resolution and image quality on MR sequences in differ...

Female Aged Aged, 80 and over Adult Humans Retrospective Studies Lung Neoplasms Carcinoma, Non-Small-Cell Lung Contrast Media Signal-To-Noise Ratio Multidetector Computed Tomography Magnetic Resonance Imaging Image Interpretation, Computer-Assisted Male Middle Aged Deep Learning Lung Imaging, Three-Dimensional Image Processing, Computer-Assisted

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Miniaturized Endoscopic 2D US Transducer for Volumetric Ultrasound Imaging of the Auditory System.

IEEE transactions on bio-medical engineering Aug 30, 2023

OBJECTIVE: In this paper, we focus on the carrying out and validation of minimally invasive three-dimensional (3D) ultrasound (US) imaging of the auditory system, which is based on a new miniaturized endoscopic 2D US transducer.

Tomography, X-Ray Computed Ultrasonography Imaging, Three-Dimensional Phantoms, Imaging Transducers Robotics Ultrasonics Humans

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Ultrasound Frame-to-Volume Registration via Deep Learning for Interventional Guidance.

IEEE transactions on ultrasonics, ferroelectrics, and frequency control Aug 29, 2023

Fusing intraoperative 2-D ultrasound (US) frames with preoperative 3-D magnetic resonance (MR) images for guiding interventions has become the clinical gold standard in image-guided prostate cancer biopsy. However, developing an automatic image regis...

Deep Learning Ultrasonography Imaging, Three-Dimensional Humans Neural Networks, Computer Male Prostatic Neoplasms

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Editorial for "Detecting Adverse Pathology of Prostate Cancer With a Deep Learning Approach Based on a 3D Swin-Transformer Model and Biparametric MRI: A Multicenter Retrospective Study".

Journal of magnetic resonance imaging : JMRI Aug 28, 2023

Prostatic Neoplasms Imaging, Three-Dimensional Male Humans Deep Learning Magnetic Resonance Imaging Retrospective Studies Prostate Multicenter Studies as Topic Image Interpretation, Computer-Assisted

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Shortening image registration time using a deep neural network for patient positional verification in radiotherapy.

Physical and engineering sciences in medicine Aug 28, 2023

We sought to accelerate 2D/3D image registration computation time using image synthesis with a deep neural network (DNN) to generate digitally reconstructed radiographic (DRR) images from X-ray flat panel detector (FPD) images. And we explored the fe...

Male Imaging, Three-Dimensional Neck Head Humans Neural Networks, Computer Algorithms

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Artificial Intelligence-Based Modeling Can Predict Face Shape Based on Underlying Craniomaxillofacial Bone.

The Journal of craniofacial surgery Aug 28, 2023

Reconstructing facial deformities is often challenging due to the complex 3-dimensional (3D) anatomy of the craniomaxillofacial skeleton and overlying soft tissue structures. Bilateral injuries cannot benefit from mirroring techniques and as such pre...

Imaging, Three-Dimensional Facial Bones Humans Face Female Artificial Intelligence Adult Tomography, X-Ray Computed Male

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Arc-to-line frame registration method for ultrasound and photoacoustic image-guided intraoperative robot-assisted laparoscopic prostatectomy.

International journal of computer assisted radiology and surgery Aug 23, 2023

PURPOSE: To achieve effective robot-assisted laparoscopic prostatectomy, the integration of transrectal ultrasound (TRUS) imaging system which is the most widely used imaging modality in prostate imaging is essential. However, manual manipulation of ...

Prostatic Neoplasms Ultrasonography Humans Laparoscopy Imaging, Three-Dimensional Algorithms Surgery, Computer-Assisted Robotics Prostatectomy Male

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Accelerated 3D MR neurography of the brachial plexus using deep learning-constrained compressed sensing.

European radiology Aug 22, 2023

OBJECTIVES: To explore the use of deep learning-constrained compressed sensing (DLCS) in improving image quality and acquisition time for 3D MRI of the brachial plexus.

Deep Learning Imaging, Three-Dimensional Humans Magnetic Resonance Imaging Signal-To-Noise Ratio Brachial Plexus

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Detecting Adverse Pathology of Prostate Cancer With a Deep Learning Approach Based on a 3D Swin-Transformer Model and Biparametric MRI: A Multicenter Retrospective Study.

Journal of magnetic resonance imaging : JMRI Aug 21, 2023

BACKGROUND: Accurately detecting adverse pathology (AP) presence in prostate cancer patients is important for personalized clinical decision-making. Radiologists' assessment based on clinical characteristics showed poor performance for detecting AP p...

Image Interpretation, Computer-Assisted Aged Sensitivity and Specificity Prostatectomy Magnetic Resonance Imaging Male Prostatic Neoplasms Humans Prostate Retrospective Studies Middle Aged ROC Curve Reproducibility of Results Deep Learning Imaging, Three-Dimensional

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AI Medical Compendium Topic

Explore the latest research on artificial intelligence and machine learning in medicine.

Detecting schizophrenia with 3D structural brain MRI using deep learning.

Deep Learning Reconstruction to Improve the Quality of MR Imaging: Evaluating the Best Sequence for T-category Assessment in Non-small Cell Lung Cancer Patients.

Miniaturized Endoscopic 2D US Transducer for Volumetric Ultrasound Imaging of the Auditory System.

Ultrasound Frame-to-Volume Registration via Deep Learning for Interventional Guidance.

Editorial for "Detecting Adverse Pathology of Prostate Cancer With a Deep Learning Approach Based on a 3D Swin-Transformer Model and Biparametric MRI: A Multicenter Retrospective Study".

Shortening image registration time using a deep neural network for patient positional verification in radiotherapy.

Artificial Intelligence-Based Modeling Can Predict Face Shape Based on Underlying Craniomaxillofacial Bone.

Arc-to-line frame registration method for ultrasound and photoacoustic image-guided intraoperative robot-assisted laparoscopic prostatectomy.

Accelerated 3D MR neurography of the brachial plexus using deep learning-constrained compressed sensing.

Detecting Adverse Pathology of Prostate Cancer With a Deep Learning Approach Based on a 3D Swin-Transformer Model and Biparametric MRI: A Multicenter Retrospective Study.

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