Willi A. Kalender’s research while affiliated with Friedrich-Alexander-University Erlangen-Nürnberg and other places

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Publications (653)


The top row shows a schematic arrangement of the calibration setup. On the bottom, one example image of the calibration phantoms including the ROIs used is shown. [Color figure can be viewed at wileyonlinelibrary.com]
Design of the test phantoms used. Water cylinder 7.5 cm diameter (left), breast cup, 12 cm diameter (right); The phantoms contain syringes filled with iodinated contrast agent from 2.5 ml/mg to 40 ml/mg and CaHa cylinders 50 mg/cm³ and 100 mg/cm³. The top row shows photographs of the phantoms. The bottom row shows schematic cross sections of both phantoms, including the arrangement of the syringes and CaHa cylinders. [Color figure can be viewed at wileyonlinelibrary.com]
Data used for system calibration from simulated CT volumes (left), simulated projection data (middle), and measured projection data (right) are shown. Top row: DE ratio of 20 mg/ml and 50 mg/ml iodine and breast tissue acquired with 5 cm and 10 cm PMMA filtrations for different high energy thresholds. Bottom row: Water–iodine signal and breast tissue–iodine signal calculated from the DE ratios shown in the top row. [Color figure can be viewed at wileyonlinelibrary.com]
Signal (a,b) and SNR (c,d) of iodine contrast agent (20 mg/ml and 50 mg/ml) to water (a,c) and to breast tissue (b,d) with 5 cm and 10 cm additional PMMA filtration for different high energy thresholds. [Color figure can be viewed at wileyonlinelibrary.com]
Results for the 7.5 cm phantom; top row: FE CT dataset, central row: VNC dataset, bottom row: Iodine map. The mean values calculated for the ROIs are shown in the graphs on the left including the standard deviation. On the right, the associated coronal and sagittal CT slices are depicted. In the FE image, the position of the sagittal slice is marked by a dashed line.

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Investigation of spectral performance for single‐scan contrast‐enhanced breast CT using photon‐counting technology: A phantom study
  • Article
  • Publisher preview available

April 2020

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38 Reads

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12 Citations

Veikko Ruth

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Daniel Kolditz

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Christian Steiding

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Willi A. Kalender

Purpose Contrast‐enhanced imaging of the breast is frequently used in breast MRI and has recently become more common in mammography. The purpose of this study was to make single‐scan contrast‐enhanced imaging feasible for photon‐counting breast CT (pcBCT) and to assess the spectral performance of a pcBCT scanner by evaluating iodine maps and virtual non‐contrast (VNC) images. Methods We optimized the settings of a pcBCT to maximize the signal‐to‐noise ratio between iodinated contrast agent and breast tissue. Therefore, an electronic energy threshold dividing the x‐ray spectrum used into two energy bins was swept from 23.17 keV to 50.65 keV. Validation measurements were performed by placing syringes with contrast agent (2.5 mg/ml to 40 mg/ml) in phantoms with 7.5 cm and 12 cm in diameter. Images were acquired at different tube currents and reconstructed with 300 μm isotropic voxel size. Iodine maps and VNC images were generated using image‐based material decomposition. Iodine concentrations and CT values were measured for each syringe and compared to the known concentrations and reference CT values. Results Maximal signal‐to‐noise ratios were found at a threshold position of 32.59 keV. Accurate iodine quantification (average root mean square error of 0.56 mg/ml) was possible down to a concentration of 2.5 mg/ml for all tube currents investigated. The enhancement has been sufficiently removed in the VNC images, so they can be interpreted as unenhanced CT images. Only minor changes of CT values compared to a conventional CT scan were observed. Noise was increased by the decomposition by a factor of 2.62 and 4.87 (7.5 cm and 12 cm phantoms) but did not compromise the accuracy of the iodine quantification. Conclusions Accurate iodine quantification and generation of VNC images can be achieved using contrast‐enhanced pcBCT from a single CT scan in the absence of temporal or spatial misalignment. Using iodine maps and VNC images, pcBCT has the potential to reduce dose, shorten examination and reading time, and to increase cancer detection rates.

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Dedicated Breast Computed Tomography With a Photon-Counting Detector: Initial Results of Clinical In Vivo Imaging

March 2019

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114 Reads

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68 Citations

Investigative Radiology

Nicole Berger

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Magda Marcon

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[...]

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Objectives: The purpose of this work is to present the data obtained from the first clinical in vivo application of a new dedicated spiral breast computed tomography (B-CT) equipped with a photon-counting detector. Materials and methods: The institutional review board approved this retrospective study. Twelve women referred for breast cancer screening were included and underwent bilateral spiral B-CT acquired in prone position. Additional sonography was performed in case of dense breast tissue or any B-CT findings. In 3 women, previous mammography was available for comparison. Soft tissue (ST) and high-resolution (HR) images were reconstructed. Two independent radiologists performed separately the readout for subjective image quality and for imaging findings detection. Objective image quality evaluation was performed in consensus and included spatial resolution, contrast resolution, signal-to-noise ratio (SNR), and contrast-to-noise ratio. All women were asked to report about positioning comfort and overall comfort during data acquisition. Results: The major pectoral muscle was included in 15 breast CT scans (62.5%); glandular component was partially missing in 2 (8.3%) of the 24 scanned breasts. A thin "ring artifact" was present in all scans but had no influence on image interpretations; no other artifacts were present. Subjective image quality assessment showed excellent agreement between the 2 readers (κ = 1). Three masses were depicted in B-CT and were confirmed as simple cysts in sonography. Additional 5 simple cysts and 2 solid benign lesions were identified only in sonography. A total of 12 calcifications were depicted with a median size of 1.1 mm (interquartile range, 0.7-1.7 mm) on HR and 1.4 mm (interquartile range, 1.1-1.8 mm) on ST images. Median SNRgl, SNRfat, and contrast-to-noise ratio were significantly higher in ST than in HR reconstructions (each, P < 0.001). A mild discomfort due to positioning of the rib cage on the table was reported by 2 women (16.7%); otherwise, no discomfort was reported. Conclusions: The new dedicated B-CT equipped with a photon-counting detector provides high-quality images with potential for screening of breast cancer along with minor patient discomfort.


X-Ray and X-Ray-CT

May 2017

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104 Reads

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1 Citation

Since their discovery in 1895, x-rays have been widely used for imaging humans. Recently they have also gained on importance in small-animal imaging (SAI). Most techniques known from clinical medicine, including single- and dual-energy x-ray imaging, have been successfully ported to SAI and are the subject of this chapter. As trivial as it is, simple x-ray examinations may bring diagnostically valuable information in a variety of applications. Unenhanced radiography reveals skeletal anatomy, contrast-enhanced imaging allows improved visualization of the vasculature and strongly vascularized areas, and dedicated methods such as bone densitometry deliver quantitative information. In analogy to clinical x-ray imaging, we will separately describe standard two-dimensional (2D) projection imaging and the more advanced three-dimensional (3D) computed tomography (CT) imaging techniques. Also in analogy to clinical applications, CT is considered to be of significantly higher importance as it provides more information and possibilities than conventional 2D approaches. It will therefore be covered in much more detail.


Metal Artifact Reduction in X-ray Computed Tomography Using Computer-Aided Design Data of Implants as Prior Information

January 2017

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32 Reads

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12 Citations

Investigative Radiology

Objectives: The performance of metal artifact reduction (MAR) methods in x-ray computed tomography (CT) suffers from incorrect identification of metallic implants in the artifact-affected volumetric images. The aim of this study was to investigate potential improvements of state-of-the-art MAR methods by using prior information on geometry and material of the implant. Materials and methods: The influence of a novel prior knowledge-based segmentation (PS) compared with threshold-based segmentation (TS) on 2 MAR methods (linear interpolation [LI] and normalized-MAR [NORMAR]) was investigated. The segmentation is the initial step of both MAR methods. Prior knowledge-based segmentation uses 3-dimensional registered computer-aided design (CAD) data as prior knowledge to estimate the correct position and orientation of the metallic objects. Threshold-based segmentation uses an adaptive threshold to identify metal. Subsequently, for LI and NORMAR, the selected voxels are projected into the raw data domain to mark metal areas. Attenuation values in these areas are replaced by different interpolation schemes followed by a second reconstruction. Finally, the previously selected metal voxels are replaced by the metal voxels determined by PS or TS in the initial reconstruction. First, we investigated in an elaborate phantom study if the knowledge of the exact implant shape extracted from the CAD data provided by the manufacturer of the implant can improve the MAR result. Second, the leg of a human cadaver was scanned using a clinical CT system before and after the implantation of an artificial knee joint. The results were compared regarding segmentation accuracy, CT number accuracy, and the restoration of distorted structures. Results: The use of PS improved the efficacy of LI and NORMAR compared with TS. Artifacts caused by insufficient segmentation were reduced, and additional information was made available within the projection data. The estimation of the implant shape was more exact and not dependent on a threshold value. Consequently, the visibility of structures was improved when comparing the new approach to the standard method. This was further confirmed by improved CT value accuracy and reduced image noise. Conclusions: The PS approach based on prior implant information provides image quality which is superior to TS-based MAR, especially when the shape of the metallic implant is complex. The new approach can be useful for improving MAR methods and dose calculations within radiation therapy based on the MAR corrected CT images.


High-resolution low-dose breast CT performance tests on surgical specimens in comparison with digital mammography and breast tomosynthesis

December 2016

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39 Reads

PURPOSE Using dedicated breast computed tomography (bCT) for detection and diagnosis of breast cancer is a novel approach in breast imaging. Existing bCT systems showed comparable performance to digital mammography (DM) and breast tomosynthesis (BT) in detection of lesions especially if contrast media were applied but do not have sufficient resolution to detect microcalcifications (µCa) smaller than 300 µm. The purpose of the study was to compare a novel high-resolution low-dose bCT system to clinical DM and BT. METHOD AND MATERIALS 30 surgical specimens were evaluated for this study. 14 of the specimens were lumpectomies, 16 total mastectomies. All women had a pre-operatively diagnosed breast cancer or DCIS. Specimens were investigated directly after surgery with DM, BT, bCT and pathology examination (ground truth). DM and BT were used with standard clinical settings, bCT with a tube voltage of 60 kV. Dose was kept below 5 mGy for bCT. 3 breast imaging experts examined the randomized data sets. Time for image viewing was recorded. Sensitivity and specificity for detection of lesions and calcifications were calculated. RESULTS Histology revealed 17 invasive cancers and 10 DCIS in the specimens (27 lesions in total). 16 of the specimens contained calcifications. 73 % of the specimens were rated as heterogeneously or extremely dense in DM. Mean time for image viewing was 77 s for DM, 122 s for BT and 131 s for BCT. Sensitivity for lesions was 41 % for DM, 52 % for BT and 70 % for bCT. Sensitivity for calcifications was 75 % for DM, 69 % for BT and 94 % for bCT. Specificity for lesions was 71 % for DM, 29 % for BT and 71 % for bCT. Specificity for calcifications was 67 % for all modalities. CONCLUSION For detection of lesions as well as calcifications, bCT showed superior sensitivity compared to DM and BT. Radiologists are not used to inspect bCT images in clinical routine, viewing times nevertheless were still comparable to those of BT. Sensitivity and specificity for lesion detection could potentially be increased further using contrast media. CLINICAL RELEVANCE/APPLICATION Dedicated high-resolution low-dose bCT proved to be superior to DM and BT especially for detection of calcifications and lesions in dense breasts.


Performance of Photon-Counting Breast Computed Tomography, Digital Mammography, and Digital Breast Tomosynthesis in Evaluating Breast Specimens

November 2016

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68 Reads

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29 Citations

Academic Radiology

Rationale and objectives: This study compared a novel photon-counting breast computed tomography (pcBCT) system with digital mammography (DM) and digital breast tomosynthesis (DBT) systems. For this reason, surgical specimens were examined with all three techniques and rated by three observers. Materials and methods: A total of 30 surgical specimens were investigated with DM, DBT, and pcBCT; the associated images were shown to three experienced radiologists. Findings (22 microcalcifications and 23 mass lesions) were recorded and compared to the results of the pathological examination. Sensitivity and specificity for detection of microcalcifications and lesions were calculated and displayed using receiver operating characteristic curves. Results: Sensitivity for microcalcifications was 82% for DM, 70% for DBT, and 85% for pcBCT. Specificity for microcalcifications was 71% for DM, 75% for DBT, and 83% for pcBCT. Sensitivity for lesions was 45% for DM, 62% for DBT, and 65% for pcBCT. Specificity for lesions was 76% for DM, 62% for DBT, and 76% for pcBCT. Conclusions: pcBCT showed a comparable or superior performance compared to the clinically approved DM and DBT systems. Mass lesion detectability can be increased further by the use of contrast media.


Securing safe and informative thoracic CT examinations—Progress of radiation dose reduction techniques

October 2016

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26 Reads

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19 Citations

European Journal of Radiology

The increase in the radiation exposure from CT examinations prompted the investigation on the various dose-reduction techniques. Significant dose reduction has been achieved and the level of radiation exposure of thoracic CT is expected to reach the level equivalent to several chest X-ray examinations. With more scanners with advanced dose reduction capability deployed, knowledge on the radiation dose reduction methods has become essential to clinical practice as well as academic research. This article reviews the history of dose reduction techniques, ongoing changes brought by newer technologies and areas of further investigation.


Dose Optimization for Computed Tomography Localizer Radiographs for Low-Dose Lung Computed Tomography Examinations

August 2016

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42 Reads

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17 Citations

Investigative Radiology

Introduction: Recent studies have shown a substantial reduction of radiation dose from computed tomography (CT) scans down to 0.1 mSv for lung cancer screening and cardiac examinations, when applying optimization techniques. Hence, CT localizer radiographs (LRs) might now be considered a significant contributor to the total dose of the CT examination. We investigated in our study the potential for reducing dose of the LRs by adapting the patient-specific acquisition parameters of the LR. Materials and methods: Localizer radiographs covering the lungs were acquired on 2 clinical scanners (64 slices, conventional detector [CD]; 96 slices, fully integrated detector [ID]) for 3 semianthropomorphic phantoms, representing a slim, a normal, and an obese adult. Starting at 120-kV tube voltage and 250-mA current were reduced until the image quality of the LR, and thereby the accuracy of the automatic exposure control was compromised; this was defined as a deviation of measured attenuation values in the center of the LR of more than 5% from the reference values measured at the highest tube voltage and current. Subsequent Monte Carlo calculations on anthropomorphic phantoms were performed to calculate organ and effective dose values for the respective optimal settings. In addition, effective dose values normalized to CTDIvol for tube voltages ranging from 60 to 160 kV were determined for the different combinations of phantom sizes, sexes, and LR views to evaluate dose efficiency. Results: For the CD scanner, the optimal LR settings depended strongly on phantom size. Higher tube voltage and current were necessary for the larger phantoms. The ID scanner showed uncompromised LR quality for all phantoms using the lowest possible tube voltage-tube current combination of 80 kV and 20 mA. Depending on patient size and LR direction, effective dose values for the optimal settings ranged from 6 to 53 μSv and 3 to 11 μSv for the CD and ID scanner, respectively. For the example of an anterior-posterior LR on a normal patient, using the optimal settings instead of the standard settings on the ID scanner reduced LR dose from 53 μSv (120 kV, 30 mA) to 10 μSv (80 kV, 20 mA). The simulations for the different tube voltages show that effective dose and CTDIvol behave similarly for different views and patient sizes. However, the tube voltage level itself impacts the relationship between CTDIvol and effective dose, by up to a factor of 2. Discussion: Dose from LRs may contribute significantly to the total effective dose of low-dose CT examinations such as lung cancer screening. Optimal LR settings can reduce LR dose substantially, but adaptations have to consider scanner characteristics, detector technology, and patient size. Thus, for low-dose CT examinations, such as cardiac examinations and lung cancer screening, LR optimization may result in a significant dose reduction and thereby in a substantial reduction of total dose.



Future Developments for CT of the Thorax

July 2016

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23 Reads

This final chapter of the book discusses possible or likely developments in technology needed for the thoracic region, i.e. for lung, cardiac and even breast imaging by CT. Respective activities related to hardware, software and applications are addressed in the next two sections. Considerations on image quality and dose will point out some basic physics constraints that have to be kept in mind. Application-related aspects are taken into account throughout the chapter.


Citations (62)


... As the kids grow from infants to obese teenagers, their weight can fluctuate significantly, therefore it is critical to select the right CT scanning parameters and maximize radiation protection. [20][21][22][23][24][25] In order to illustrate the radiation doses, the International Electrochemical Commission (IEC) requires all the scan manufacturers to display radiation output with descriptors such as Volume CTD1 vol and DLP before and after the examination in the form of a dose sheet or image. One of the primary drawbacks of CTD1 vol is its inability to accurately provide radiation risk and due to its disregard for the size and varying attenuation of different patients. ...

Reference:

size specific dose estimate and effective dose for.24
Dose in x-ray computed tomography

... IQon spectral CT uses iodine densitometry to properly evaluate tiny metastatic lesions. Additionally, replacing real plain scans with virtual plain scans that are created by removing iodine reduces radiation exposure (1). This study sought to investigate the diagnostic value of IQon spectral CT for patients with breast tumors in a clinical setting. ...

Investigation of spectral performance for single‐scan contrast‐enhanced breast CT using photon‐counting technology: A phantom study

... All measurements are 5 x 5 binned, resulting in an effective pixel size of 281.5 mm. The pixel size is chosen to closer match the resolution used in medical imaging, at around 300 mm 18,19 . ...

Dedicated Breast Computed Tomography With a Photon-Counting Detector: Initial Results of Clinical In Vivo Imaging
  • Citing Article
  • March 2019

Investigative Radiology

... As beam hardening is also a relevant source of error in medical and industrial applications, a number of mitigation strategies have been developed. In medical CT, the presence of metals, such as implants [17] or dental fillings [18], causes severe artefacts, and different metal artefact reduction strategies are proposed [17,19]. Besides this, even the density difference between bone and tissue leads to beam hardening errors. ...

Metal Artifact Reduction in X-ray Computed Tomography Using Computer-Aided Design Data of Implants as Prior Information
  • Citing Article
  • January 2017

Investigative Radiology

... Additionally, their use in mammography has shown promise in differentiating type I and type II breast microcalcifications associated with benign and malignant tumors, respectively [28]. dBCT systems equipped with PCDs exhibit high spatial resolution and improved capability in detecting breast microcalcifications and characterizing breast lesions [29], [30], [31], [32], [33]. ...

Performance of Photon-Counting Breast Computed Tomography, Digital Mammography, and Digital Breast Tomosynthesis in Evaluating Breast Specimens
  • Citing Article
  • November 2016

Academic Radiology

... In addition, the proposition by ESTI and ESR for COVID-19 imaging followup discourages the use of extremely low-dose CT protocols, because it might impair the evaluation of ground glass opacities (GGO) and such ULDCT protocols were not explored at that time [3]. However, advances in CT imaging technology, such as new detectors, new reconstruction algorithms and filtering techniques such as spectral shaping, constantly improve image quality while reducing radiation dose and pushing the boundaries of acceptable dose levels [4][5][6][7][8]. The consequently emerging new evidence that explores these advances, such as our article, is crucial, as they might be part of the basis for potentially updated or new guidelines in the future. ...

Securing safe and informative thoracic CT examinations—Progress of radiation dose reduction techniques
  • Citing Article
  • October 2016

European Journal of Radiology

... Although organ dose was not estimated in the present study, patient age and size showed weak negative correlations with the localizer radiograph DLP proportion in the 20 mA-group (Table 2). Consequently, it is imperative to make the acquisition settings of a CT localizer optimal and adaptive based on patient size [11,12]. In this respect, the use of 70 kV with minimal tube current, if available, would be beneficial for newborns and small infants. ...

Dose Optimization for Computed Tomography Localizer Radiographs for Low-Dose Lung Computed Tomography Examinations
  • Citing Article
  • August 2016

Investigative Radiology

... Photon-counting detectors (PCDs) are utilized across various domains, including material science, astronomy, communication, optical imaging, and medical imaging (Robinson et al 2006, Verhoeve 2008, Bergamaschi et al 2009, Isbaner et al 2016, Kalender et al 2017. X-ray PCDs have recently gained attention in medical imaging due to their ability to discriminate photons by energy levels. ...

Technical feasibility proof for high-resolution low-dose photon-counting CT of the breast
  • Citing Article
  • June 2016

European Radiology

... Consequently, within the 50-70 keV energy range, hafnium's attenuation outpaces that of iodine and gadolinium, leading to a higher HU for HfO 2 NPs in contrast to other two conventional CAs. Aligning with prior research, our results concur with those of Dekrafft et al. and Roessler et al. [26,27], revealing HU augmentation with increasing CA concentration. The findings further underscore that elevated CA concentration correlates with enhanced image quality in terms of CNR. ...

High Atomic Number Contrast Media Offer Potential for Radiation Dose Reduction in Contrast-Enhanced Computed Tomography
  • Citing Article
  • November 2015

Investigative Radiology

... Accordingly, HTA from different perspectives and considering large scales assist company managers and health system directors in deciding on preventing unreasonable investments by optimizing or rejecting an innovative product Extended author information available on the last page of the article through the simulation of a newly emerged product outcomes [12]. ...

Screening for breast cancer with Breast-CT in a ProHTA simulation
  • Citing Article
  • November 2015

Journal of Comparative Effectiveness Research