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24 Results Found

  • Article
  • Open Access
7 Citations
3,258 Views
14 Pages

Clinical Evaluation of an Innovative Metal-Artifact-Reduction Algorithm in FD-CT Angiography in Cerebral Aneurysms Treated by Endovascular Coiling or Surgical Clipping

  • Felix Eisenhut,
  • Manuel Alexander Schmidt,
  • Alexander Kalik,
  • Tobias Struffert and ,
  • Julian Feulner,
  • Sven-Martin Schlaffer,
  • Michael Manhart,
  • Arnd Doerfler and
  • Stefan Lang
  • + 4 authors+ 0 author

Treated cerebral aneurysms (IA) require follow-up imaging to ensure occlusion. Metal artifacts complicate radiologic assessment. Our aim was to evaluate an innovative metal-artifact-reduction (iMAR) algorithm for flat-detector computed tomography ang...

(This article belongs to the Special Issue Advancements in Neuroimaging)
  • Article
  • Open Access
14 Citations
3,504 Views
20 Pages

6 September 2021

In this study, a novel combination of hybrid generative adversarial networks (GANs) comprising cycle-consistent GAN, pix2pix, and (mask pyramid network) MPN (CGpM-metal artifact reduction [MAR]), was developed using projection data to reduce metal ar...

(This article belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)
  • Article
  • Open Access
335 Views
13 Pages

Metal Artifact Reduction in Oral Cavity MDCT Using Dental Overlays and the O-MAR Algorithm

  • Svetlana Antic,
  • Maja Lezaja Zebic,
  • Jovana Kuzmanovic Pficer,
  • Djurdja Bracanovic and ,
  • Aleksa Janovic,
  • Biljana Markovic Vasiljkovic and
  • Drago B. Jelovac
  • + 2 authors+ 0 author

7 September 2026

Background/Objectives: To evaluate the impact of dental laboratory material overlays on metal artifact reduction in multidetector computed tomography (MDCT) of the oral cavity across different CT protocols and reconstruction algorithms. Methods: An a...

(This article belongs to the Special Issue Recent Achievements in Oral and Maxillofacial Radiology)
  • Article
  • Open Access
8 Citations
4,086 Views
9 Pages

A Quantitative Evaluation of the Effectiveness of the Metal Artifact Reduction Algorithm in Cone Beam Computed Tomographic Images with Stainless Steel Orthodontic Brackets and Arch Wires: An Ex Vivo Study

  • Mojgan Shavakhi,
  • Parisa Soltani,
  • Golnaz Aghababaee,
  • Romeo Patini and ,
  • Niccolò Giuseppe Armogida,
  • Gianrico Spagnuolo and
  • Alessandra Valletta
  • + 2 authors+ 0 author

The presence of high-density and high-atomic number materials results in the generation of artifacts in cone beam computed tomographic (CBCT) images. To minimize artifacts in CBCT images, the metal artifact reduction (MAR) tool was developed. This st...

(This article belongs to the Special Issue Deep Learning for Medical Imaging Diagnosis)
  • Article
  • Open Access
9 Citations
3,871 Views
9 Pages

Accuracy Assessment of Percutaneous Pedicle Screw Placement Using Cone Beam Computed Tomography with Metal Artifact Reduction

  • Yann Philippe Charles,
  • Rawan Al Ansari,
  • Arnaud Collinet,
  • Pierre De Marini and ,
  • Jean Schwartz,
  • Rami Nachabe,
  • Dirk Schäfer,
  • Bernhard Brendel,
  • Afshin Gangi and
  • Roberto Luigi Cazzato
  • + 5 authors+ 0 author

18 June 2022

Metal artifact reduction (MAR) algorithms are used with cone beam computed tomography (CBCT) during augmented reality surgical navigation for minimally invasive pedicle screw instrumentation. The aim of this study was to assess intra- and inter-obser...

(This article belongs to the Section Biomedical Sensors)
  • Review
  • Open Access
29 Citations
6,944 Views
21 Pages

Advances in Bone Joint Imaging-Metal Artifact Reduction

  • Sho Kohyama,
  • Yuichi Yoshii,
  • Yoshikazu Okamoto and
  • Takahito Nakajima

7 December 2022

Numerous types of metal implants have been introduced in orthopedic surgery and are used in everyday practice. To precisely evaluate the postoperative condition of arthroplasty or trauma surgery, periprosthetic infection, and the loosening of implant...

(This article belongs to the Section Medical Imaging and Theranostics)
  • Article
  • Open Access
1 Citations
2,754 Views
9 Pages

25 March 2022

We investigated the role of metal artifact reduction by taking 3D print impressions using 3D data of Computed Tomography (CT) images based on the algorithm applied. We manufactured a phantom of a human mandible tooth made of gypsum and nickel alloy t...

(This article belongs to the Topic Material and Process Innovations for 3D Printing Applications)
  • Interesting Images
  • Open Access
2 Citations
2,401 Views
4 Pages

Pedicle Screw Pseudofracture on Computed Tomography Secondary to Metal Artifact Reduction

  • Shuliang Ge,
  • Naresh Kumar and
  • James Thomas Patrick Decourcy Hallinan

Metal artifact reduction (MAR) algorithms are commonly used in computed tomography (CT) scans where metal implants are involved. However, MAR algorithms also have the potential to create new artifacts in reconstructed images. We present a case of a s...

(This article belongs to the Section Medical Imaging and Theranostics)
  • Article
  • Open Access
1 Citations
752 Views
21 Pages

7 April 2026

Metal artifact reduction (MAR) remains a long-standing challenge in computed tomography (CT) reconstruction. Metallic implants introduce inconsistencies between the acquired projection data and the ideal Radon transform, resulting in severe streaking...

(This article belongs to the Special Issue Inverse Problems in Science and Engineering)
  • Article
  • Open Access
2 Citations
4,024 Views
8 Pages

Impact of Different Metal Artifact Reduction Techniques on Attenuation Correction of Normal Organs in 18F-FDG-PET/CT

  • Janna Morawitz,
  • Ole Martin,
  • Johannes Boos,
  • Lino M. Sawicki and ,
  • Katrin Wingendorf,
  • Martin Sedlmair,
  • Eduards Mamlins,
  • Christina Antke,
  • Gerald Antoch and
  • Benedikt M. Schaarschmidt
  • + 5 authors+ 0 author

Purpose: To evaluate the impact of different metal artifact reduction algorithms on Hounsfield units (HU) and the standardized uptake value (SUV) in normal organs in patients with different metal implants. Methods: This study prospectively included 6...

(This article belongs to the Topic Medical Image Analysis)
  • Article
  • Open Access
1 Citations
3,718 Views
14 Pages

Metallic Artifact Reduction in Midfacial CT Scans Using Patient-Specific Polymer Implants Enhances Image Quality

  • Julian Lommen,
  • Lara Schorn,
  • Christoph Sproll,
  • Valentin Kerkfeld and ,
  • Adem Aksu,
  • Frank Reinauer,
  • Norbert R. Kübler,
  • Wilfried Budach,
  • Majeed Rana and
  • Bálint Tamaskovics
  • + 5 authors+ 0 author

28 January 2023

Midfacial reconstruction after tumor resection surgery is commonly conducted by using autologous bone grafts or alloplastic implants. Titanium is the most frequently used osteosynthesis material in these cases but causes disturbing metallic artifacts...

(This article belongs to the Special Issue Personalized Medicine in Head and Neck Cancer)
  • Article
  • Open Access
3 Citations
4,966 Views
19 Pages

The Nature of Metal Artifacts in X-ray Computed Tomography and Their Reduction by Optimization of Tomography Systems Parameters

  • Sergey Pavlovich Osipov,
  • Sergei Vladimirovich Chakhlov,
  • Vadim Yurevich Zhvyrblia,
  • Dmitry Andreevich Sednev and ,
  • Oleg Sergeyevich Osipov and
  • Eugeny Yurevich Usachev
  • + 1 author+ 0 author

19 February 2023

A significant gap in the known methods for assessing the levels of metal artifacts in X-ray computed tomography and approaches to their reduction is an almost complete disregard for the physical nature of this artifact—the proximity to zero of...

(This article belongs to the Special Issue Application of X-ray Computed Tomography)
  • Article
  • Open Access
2 Citations
5,926 Views
12 Pages

20 December 2019

In computed tomography (CT), metal implants increase the inconsistencies between the measured data and the linear assumption of the Radon transform made by the analytic CT reconstruction algorithm. The inconsistencies appear in the form of dark and b...

(This article belongs to the Special Issue Computer-aided Biomedical Imaging 2020: Advances and Prospects)
  • Article
  • Open Access
22 Citations
6,042 Views
14 Pages

The Impact of AI on Metal Artifacts in CBCT Oral Cavity Imaging

  • Róża Wajer,
  • Adrian Wajer,
  • Natalia Kazimierczak,
  • Justyna Wilamowska and
  • Zbigniew Serafin

Objective: This study aimed to assess the impact of artificial intelligence (AI)-driven noise reduction algorithms on metal artifacts and image quality parameters in cone-beam computed tomography (CBCT) images of the oral cavity. Materials and Method...

(This article belongs to the Special Issue Advances in Oral and Maxillofacial Radiology)
  • Article
  • Open Access
8 Citations
4,005 Views
16 Pages

X-ray tomography is often affected by noise and artifacts during the reconstruction process, such as detector offset, calibration errors, metal artifacts, etc. Conventional algorithms, including FDK and SART, are unable to satisfy the sampling theore...

(This article belongs to the Special Issue Nature Inspired Computing and Optimisation)
  • Article
  • Open Access
7 Citations
4,018 Views
10 Pages

Comparative Evaluation of Artifacts Originated by Four Different Post Materials Using Different CBCT Settings

  • Dilek Helvacioglu-Yigit,
  • Umut Seki,
  • Sebnem Kursun-Cakmak,
  • Husniye Demirturk Kocasarac and
  • Maharaj Singh

13 December 2022

The aim of this study was to evaluate whether cone beam computed tomography (CBCT) images in the presence of four different post materials, obtained from different kVps with varying resolutions and varying metal artifact reduction (MAR) algorithms, d...

  • Article
  • Open Access
3 Citations
2,339 Views
10 Pages

Feasibility of In Vivo Metal Artifact Reduction in Contrast-Enhanced Dedicated Spiral Breast Computed Tomography

  • Matthias Wetzl,
  • Evelyn Wenkel,
  • Chrisitan Steiding,
  • Veikko Ruth and ,
  • Julius Emons,
  • Martin N. Wasser,
  • Michael Uder and
  • Sabine Ohlmeyer
  • + 3 authors+ 0 author

26 September 2023

Background: Radiopaque breast markers cause artifacts in dedicated spiral breast-computed tomography (SBCT). This study investigates the extent of artifacts in different marker types and the feasibility of reducing artifacts through a metal artifact...

(This article belongs to the Special Issue Advances in Diagnostic Medical Imaging in 2023)
  • Article
  • Open Access
7 Citations
4,844 Views
16 Pages

12 April 2024

Industrial computed tomography (CT) images reconstructed directly from projection data using the filtered back projection (FBP) method exhibit strong metal artifacts due to factors such as beam hardening, scatter, statistical noise, and deficiencies...

  • Article
  • Open Access
11 Citations
3,561 Views
10 Pages

Detectability of Head and Neck Cancer via New Computed Tomography Reconstruction Tools including Iterative Reconstruction and Metal Artifact Reduction

  • Daniel Troeltzsch,
  • Seyd Shnayien,
  • Max Heiland,
  • Kilian Kreutzer and ,
  • Jan-Dirk Raguse,
  • Bernd Hamm and
  • Stefan M. Niehues
  • + 2 authors+ 0 author

21 November 2021

State-of-the-art technology in Computed Tomography (CT) includes iterative reconstruction algorithms (IR) and metal artefact reduction (MAR) techniques. The objective of the study is to show the benefits of this technology for the detection of primar...

(This article belongs to the Section Medical Imaging and Theranostics)
  • Article
  • Open Access
1 Citations
5,657 Views
15 Pages

Optimization of the “Perth CT” Protocol for Preoperative Planning and Postoperative Evaluation in Total Knee Arthroplasty

  • Milica Stojadinović,
  • Dragan Mašulović,
  • Marko Kadija,
  • Darko Milovanović and ,
  • Nataša Milić,
  • Ksenija Marković and
  • Olivera Ciraj-Bjelac
  • + 2 authors+ 0 author

5 January 2024

Background and Objectives: Total knee arthroplasty (TKA) has become the treatment of choice for advanced osteoarthritis. The aim of this paper was to show the possibilities of optimizing the Perth CT protocol, which is highly effective for preoperati...

(This article belongs to the Special Issue Trends and Developments in Hip and Knee Arthroplasty Technology)
  • Article
  • Open Access
1 Citations
749 Views
14 Pages

Validation of Synthetic Megavoltage Computed Tomography (MVCT) for Dose Calculation in Radiotherapy Treatment Planning

  • Aurora Corso,
  • Niki Martinel,
  • Mubashara Rehman,
  • Joseph Stancanello and ,
  • Christian Micheloni,
  • Cristian Deana,
  • Cristina Cappelletto,
  • Paola Chiovati,
  • Riccardo Spizzo and
  • Michele Avanzo
  • + 7 authors+ 2 authors

14 May 2026

Background/Objectives: Dental metallic implants cause severe streaking artifacts in kilovoltage CT (kVCT), compromising dose calculation in radiotherapy (RT) treatment planning. The purpose of this study is to assess the dosimetric agreement of synth...

(This article belongs to the Special Issue AI-Enhanced Radiotherapy in Oncology: Optimization from Planning to Clinical Impact)
  • Article
  • Open Access
13 Citations
5,687 Views
10 Pages

Cone Beam CT Imaging of the Paranasal Region with a Multipurpose X-ray System—Image Quality and Radiation Exposure

  • Sabine Ohlmeyer,
  • Marc Saake,
  • Thomas Buder,
  • Matthias May and ,
  • Michael Uder and
  • Wolfgang Wuest
  • + 1 author+ 0 author

25 August 2020

Besides X-ray and fluoroscopy, a previously introduced X-ray scanner offers a 3D cone beam option (Multitom Rax, Siemens Healthcare). The aim of this study was to evaluate various scan parameters and post-processing steps to optimize image quality an...

  • Article
  • Open Access
2 Citations
1,661 Views
11 Pages

Opportunistic Diagnostics of Dental Implants in Routine Clinical Photon-Counting CT Acquisitions

  • Maurice Ruetters,
  • Holger Gehrig,
  • Christian Mertens,
  • Sinan Sen and ,
  • Ti-Sun Kim,
  • Heinz-Peter Schlemmer,
  • Christian H. Ziener,
  • Stefan Schoenberg,
  • Matthias Froelich and
  • Stefan Sawall
  • + 6 authors+ 1 author

Two-dimensional imaging is still commonly used in dentistry, but does not provide the three-dimensional information often required for the accurate assessment of dental structures. Photon-counting computed tomography (PCCT), a new three-dimensional m...

(This article belongs to the Section Medical Imaging)
  • Review
  • Open Access
2 Citations
1,571 Views
18 Pages

Artificial Intelligence in Intraoperative Imaging and Navigation for Spine Surgery: A Narrative Review

  • Mina Girgis,
  • Allison Kelliher,
  • Michael S. Pheasant,
  • Alex Tang and ,
  • Siddharth Badve and
  • Tan Chen
  • + 1 author+ 0 author

7 April 2026

Artificial intelligence (AI) is increasingly transforming spine surgery, with expanding applications in diagnostics, intraoperative imaging, and surgical navigation. As the field advances toward greater precision and safety, machine learning (ML) and...

(This article belongs to the Special Issue Spine Surgery: Current Practice and Future Directions)