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Featured researches published by Karin Herrmann.


European Radiology | 2013

N staging of lung cancer patients with PET/MRI using a three-segment model attenuation correction algorithm: initial experience.

Andres Kohan; Jeffrey A. Kolthammer; Jose Vercher-Conejero; Christian Rubbert; Sasan Partovi; R. Jones; Karin Herrmann; Peter Faulhaber

AbstractObjectivesEvaluate the performance of PET/MRI at tissue interfaces with different attenuation values for detecting lymph node (LN) metastases and for accurately measuring maximum standardised uptake values (SUVmax) in lung cancer patients.Materials and MethodEleven patients underwent PET/CT and PET/MRI for staging, restaging or follow-up of suspected or known lung cancer. Four experienced readers determined the N stage of the patients for each imaging method in a randomised blinded way. Concerning metastases, SUVmax of FDG-avid LNs were measured in PET/CT and PET/MRI in all patients. A standard of reference was created with a fifth experienced independent reader in combination with a chart review. Results were analysed to determine interobserver agreement, SUVmax correlation between CT and MRI (three-segment model) attenuation correction and diagnostic performance of the two techniques.ResultsOverall interobserver agreement was high (κ = 0.86) for PET/CT and substantial (κ = 0.70) for PET/MRI. SUVmax showed strong positive correlation (Spearman’s correlation coefficient = 0.93, P < 0.001) between the two techniques. Diagnostic performance of PET/MRI was slightly inferior to that of PET/CT, without statistical significance (P > 0.05).ConclusionsPET/MRI using three-segment model attenuation correction for LN staging in lung cancer shows a strong parallel to PET/CT in terms of SUVmax, interobserver agreement and diagnostic performance.Key Points•F18-FDG PET/MRI shows similar performance to F18-FDG PET/CT in lung cancer N staging. •PET/MRI has substantial interobserver agreement in N staging. •A three-segment model attenuation correction is reliable for assessing the mediastinum.


Medical Physics | 2015

Generation of brain pseudo-CTs using an undersampled, single-acquisition UTE-mDixon pulse sequence and unsupervised clustering.

Kuan Hao Su; Lingzhi Hu; Christian Stehning; Michael Helle; Pengjiang Qian; Cheryl L. Thompson; Gisele C. Pereira; David W. Jordan; Karin Herrmann; Melanie Traughber; Raymond F. Muzic; Bryan Traughber

PURPOSE MR-based pseudo-CT has an important role in MR-based radiation therapy planning and PET attenuation correction. The purpose of this study is to establish a clinically feasible approach, including image acquisition, correction, and CT formation, for pseudo-CT generation of the brain using a single-acquisition, undersampled ultrashort echo time (UTE)-mDixon pulse sequence. METHODS Nine patients were recruited for this study. For each patient, a 190-s, undersampled, single acquisition UTE-mDixon sequence of the brain was acquired (TE = 0.1, 1.5, and 2.8 ms). A novel method of retrospective trajectory correction of the free induction decay (FID) signal was performed based on point-spread functions of three external MR markers. Two-point Dixon images were reconstructed using the first and second echo data (TE = 1.5 and 2.8 ms). R2(∗) images (1/T2(∗)) were then estimated and were used to provide bone information. Three image features, i.e., Dixon-fat, Dixon-water, and R2(∗), were used for unsupervised clustering. Five tissue clusters, i.e., air, brain, fat, fluid, and bone, were estimated using the fuzzy c-means (FCM) algorithm. A two-step, automatic tissue-assignment approach was proposed and designed according to the prior information of the given feature space. Pseudo-CTs were generated by a voxelwise linear combination of the membership functions of the FCM. A low-dose CT was acquired for each patient and was used as the gold standard for comparison. RESULTS The contrast and sharpness of the FID images were improved after trajectory correction was applied. The mean of the estimated trajectory delay was 0.774 μs (max: 1.350 μs; min: 0.180 μs). The FCM-estimated centroids of different tissue types showed a distinguishable pattern for different tissues, and significant differences were found between the centroid locations of different tissue types. Pseudo-CT can provide additional skull detail and has low bias and absolute error of estimated CT numbers of voxels (-22 ± 29 HU and 130 ± 16 HU) when compared to low-dose CT. CONCLUSIONS The MR features generated by the proposed acquisition, correction, and processing methods may provide representative clustering information and could thus be used for clinical pseudo-CT generation.


Current Radiology Reports | 2013

PET/MRI: Applications in Clinical Imaging

Karin Herrmann; Andres Kohan; Maria Gaeta; Christian Rubbert; Jose Vercher-Conejero; Raj Mohan Paspulati; Kalemis Antonis; Bahar Mansoori; Peter Faulhaber; Norbert Avril; Pablo R. Ros

PET/MRI is a new hybrid modality which is increasingly being used in clinical settings, although both clinical evaluation and technical optimization are still an ongoing process. Initial experience with this new imaging device proves promising for oncologic applications. Other clinical indications in the field of cardiac imaging and neuroimaging are also being explored. This article aims to review the current status of PET/MRI and its value in oncologic applications, and summarizes our own preliminary experience in this field.


Frontiers in Oncology | 2016

Phase I Trial of Carboplatin and Gemcitabine Chemotherapy and Stereotactic Ablative Radiosurgery for the Palliative Treatment of Persistent or Recurrent Gynecologic Cancer.

Charles A. Kunos; Tracy M. Sherertz; Mazen Mislmani; Simon S. Lo; Steven Waggoner; Kristine Zanotti; Karin Herrmann; Robert Debernardo

Background We conducted a phase I trial to determine the safety of systemic chemotherapy prior to abdominopelvic robotic stereotactic ablative radiotherapy (SABR) in women with persistent or recurrent gynecologic cancers. Methods Patients were assigned to dose-finding cohorts of day 1 carboplatin (AUC 2 or 4) and gemcitabine (600 or 800 mg/m2) followed by day 2 to day 4 Cyberknife SABR (8 Gy × three consecutive daily doses). Toxicities were graded prospectively by common terminology criteria for adverse events, version 4.0. SABR target and best overall treatment responses were recorded according to response evaluation criteria in solid tumors, version 1.1. Findings The maximum tolerated dose of chemotherapy preceding SABR was carboplatin AUC 4 and gemcitabine 600 mg/m2. One patient experienced manageable, dose-limiting grade 4 neutropenia, grade 4 hypokalemia, and grade 3 nausea attributed to study treatment. One patient had a late grade 3 rectovaginal fistula 16 months after trial therapy. Among 28 SABR targets, 22 (79%) showed a partial response and 6 (21%) remained stable. Interpretation Systemic chemotherapy may be given safely prior to abdominopelvic robotic SABR with further investigation warranted.


Seminars in Roentgenology | 2014

Artifacts and diagnostic pitfalls in positron emission tomography-magnetic resonance imaging.

Claudia Martinez-Rios; Raymond F. Muzic; Frank P. DiFilippo; Lingzhi Hu; Christian Rubbert; Karin Herrmann

Introduction Positron emission tomography-magnetic resonance (PETMR) is a new hybrid imaging modality that has recently been introduced in clinical practice for oncologic imaging and is increasingly being used in various clinical indications. PET-MR unifies the complementary capabilities of magnetic resonance imaging (MRI) and PET in a single imaging modality. Excellent anatomical and morphologic information with high soft tissue resolution and contrast from MRI and the best possible molecular, functional, and physiological information fromPET are complementary andhave the potential to provide maximum diagnostic information in a single procedure. However, the incremental diagnostic value of PET-MRover the current standard imaging procedures in various clinical scenarios is still under investigation. Initial results indicate that PET-MR is particularly promising in oncologic diseases and is at least equivalent to PET-computed tomography (PETCT) in lesion detection. Besides the hope for improved clinical and diagnostic performance, there are further expected benefits of PET-MR over current conventional imaging techniques: PET-MR harbors the potential to improve the patients’ workflow and save the patient and the administrative organization the implications of numerous appointments for multiple imaging procedures. As such “one-stop-shop” imaging modality, PET-MRmaybemore time efficient than conventional imaging techniques, such as CT or even PET-CT. Furthermore, there is the potential to decrease the overall radiation exposure to the patient from diagnostic imaging; an issue that gains particular relevance in the world of pediatric patients and young adult patients with a need for repetitive imaging follow-up. Although, both PET and MRI have been well-established individual standalone imaging modalities for decades, the marriage of the 2 components in 1 device came along with significant hardware and software adjustments. Inherent to such adjustments is the risk and likelihood for new imaging effects and artifacts that need to be addressed to guarantee appropriate, reliable, and reproducible diagnostic interpretation. The fact that today’s commercially available models of PET-MR devices operate with significant vendor-dependent technical differences adds complexity to these systems. Differences in the technical approach to PET-MRI increases the necessity to identify, improve, or if not possible at least, describe technology-related imaging artifacts and effects and bring these effects to the attention of the ultimate user of this new technology. The present review first aims to provide an overview over the most common artifacts and pitfalls encountered with PET-MR. It describes their imaging characteristics and discusses the technical background and potential ways of mitigating these issues. It focuses on the potential clinical implications of these artifacts to increase the awareness of these challenges and helps avoid interpretation errors in the clinical use. Secondly, this review addresses the challenges in workflow and in setting up appropriate functional and practical imaging protocols for the use of this complex combined hybrid imaging modality. It will provide suggestions and examples of practical approaches.


Scientific Reports | 2017

Computational imaging reveals shape differences between normal and malignant prostates on MRI

Mirabela Rusu; Andrei S. Purysko; Sadhna Verma; Jonathan E. Kiechle; Jay Gollamudi; Soumya Ghose; Karin Herrmann; Vikas Gulani; Raj Mohan Paspulati; Lee E. Ponsky; Maret Böhm; Anne Maree Haynes; Daniel Moses; Ron Shnier; Warick Delprado; James Thompson; Anant Madabhushi

We seek to characterize differences in the shape of the prostate and the central gland (combined central and transitional zones) between men with biopsy confirmed prostate cancer and men who were identified as not having prostate cancer either on account of a negative biopsy or had pelvic imaging done for a non-prostate malignancy. T2w MRI from 70 men were acquired at three institutions. The cancer positive group (PCa+) comprised 35 biopsy positive (Bx+) subjects from three institutions (Gleason scores: 6–9, Stage: T1–T3). The negative group (PCa−) combined 24 biopsy negative (Bx−) from two institutions and 11 subjects diagnosed with rectal cancer but with no clinical or MRI indications of prostate cancer (Cl−). The boundaries of the prostate and central gland were delineated on T2w MRI by two expert raters and were used to construct statistical shape atlases for the PCa+, Bx− and Cl− prostates. An atlas comparison was performed via per-voxel statistical tests to localize shape differences (significance assessed at p < 0.05). The atlas comparison revealed central gland hypertrophy in the Bx− subpopulation, resulting in significant volume and posterior side shape differences relative to PCa+ group. Significant differences in the corresponding prostate shapes were noted at the apex when comparing the Cl− and PCa+ prostates.


Medical Physics | 2015

SU-E-T-237: Deformable Image Registration and Deformed Dose Composite for Volumetric Evaluation of Multimodal Gynecological Cancer Treatments

D Albani; J Cantley; T Sherertz; Karin Herrmann; Tarun Kanti Podder

Purpose: Radiotherapy plans for patients with cervical cancer treated with EBRT followed by HDR brachytherapy are optimized by constraining dose to organs at risk (OARs). Risk of treatment related toxicities is estimated based on the dose received to the hottest 2cc (D2cc) of the bladder, bowel, rectum, and sigmoid. To account for intrafractional variation in OAR volume and positioning, a dose deformation method is proposed for more accurate evaluation of dose distribution for these patients. Methods: Radiotherapy plans from five patients who received 50.4Gy pelvic EBRT followed by 30Gy in five fractions of HDR brachytherapy, using split-ring and tandem applicators, were retrospectively evaluated using MIM Software version 6.0. Dose accumulation workflows were used for initial deformation of EBRT and HDR planning CTs onto a common HDR planning CT. The Reg Refine tool was applied with user-specified local alignments to refine the deformation. Doses from the deformed images were transferred to the common planning CT. Deformed doses were scaled to the EQD2, following the linear-quadratic BED model (considered α/β ratio for tumor as 10, and 3 for rest of the tissues), and then combined to create the dose composite. MIM composite doses were compared to the clinically-reported plan assessments based upon the American Brachytherapy Society (ABS) guidelines for cervical HDR brachytherapy treatment. Results: Bladder D2cc exhibited significant reduction (−11.4%±3.85%, p 0.05 for all) relative to the calculated values used clinically. Conclusion: Application of deformable dose composite techniques may lead to more accurate total dose reporting and can allow for elevated dose to target structures with the assurance of not exceeding dose to OARs. Further study into deformable dose composition and correlation with clinical outcomes is warranted.


Seminars in Roentgenology | 2014

Potential Role of Positron Emission Tomography/Magnetic Resonance Imaging in Gastrointestinal and Abdominal Malignancies: Preliminary Experience

Sara Reis Teixera; Andres A. Kohan; Raj Mohan Paspulati; Rong Rong; Karin Herrmann

Introduction Positron emission tomography-magnetic resonance imaging (PET-MRI) is increasingly used in the clinical setting of oncologic malignancies. Comparing PET/computed tomography (CT) and PET-MR in oncologic diseases, an overall good to excellent correlation is reported by most published articles in this field. The individual value of PET-MR for distinct oncologic diseases in the abdomen, however, is still under investigation. This article (1) reviews the established role and value of PET and MRI as individual imaging modalities in the workup of certain oncologic diseases within the abdomen and (2) reports our initial experience in this field to provide a perspective of the potential future role and expected value of PET-MR in these clinical scenarios.


Medical Physics | 2014

SU-F-19A-12: Split-Ring Applicator with Interstitial Needle for Improved Volumetric Coverage in HDR Brachytherapy for Cervical Cancer

T Sherertz; Valdir Colussi; M Mislmani; Bryan Traughber; Karin Herrmann; Tarun Kanti Podder

PURPOSE To evaluate volumetric coverage of a Mick Radionuclear titanium Split-Ring applicator (SRA) with/without interstitial needle compared to an intracavitary Vienna applicator (VA), interstitial-intracavitary VA, and intracavitary ring and tandem applicator (RTA). METHODS A 57 year-old female with FIGO stage IIB cervical carcinoma was treated following chemoradiotherapy (45Gy pelvic and 5.4Gy parametrial boost) with highdose- rate (HDR) brachytherapy to 30Gy in 5 fractions using a SRA. A single interstitial needle was placed using the Ellis Interstitial Cap for the final three fractions to increase coverage of left-sided gross residual disease identified on 3T-MRI. High-risk (HR) clinical target volume (CTV) and intermediate-risk (IR) CTV were defined using axial T2-weighted 2D and 3D MRI sequences (Philips PET/MRI unit). Organs-at-risks (OARs) were delineated on CT. Oncentra planning system was used for treatment optimization satisfying GEC-ESTRO guidelines for target coverage and OAR constraints. Retrospectively, treatment plans (additional 20 plans) were simulated using intracavitary SRA (without needle), intracavitary VA (without needle), interstitial-intracavitary VA, and intracavitary RTA with this same patient case. Plans were optimized for each fraction to maintain coverage to HR-CTV. RESULTS Interstitial-intracavitary SRA achieved the following combined coverage for external radiation and brachytherapy (EQD2): D90 HR-CTV =94.6Gy; Bladder_2cc =88.9Gy; Rectum_2cc =65.1Gy; Sigmoid_2cc =48.9Gy; Left vaginal wall (VW) =103Gy, Right VW =99.2Gy. Interstitial-intracavitary VA was able to achieve identical D90 HR-CTV =94.6Gy, yet Bladder_2cc =91.9Gy (exceeding GEC-ESTRO recommendations of 2cc<90Gy) and Left VW =120.8Gy and Right VW =115.5Gy. Neither the SRA nor VA without interstitial needle could cover HR-CTV adequately without exceeding dose to Bladder_2cc. Conventional RTA was unable to achieve target coverage for the HR-CTV >80Gy without severely overdosing OARs. CONCLUSION The Ellis Interstitial Cap for the SRA offered superior dosimetric coverage as compared to the interstitialintracavitary VA. This represents the first reported use for this devise, and further investigation is warranted.


Clinical Imaging | 2018

(18F)-FDG-PET/MRI of unicentric retroperitoneal Castleman disease in a pediatric patient

Negin Rassouli; Verena C. Obmann; Linda M. Sandhaus; Karin Herrmann

Castleman disease (CD) is a rare lymphoproliferative disorder of unknown etiology that may occur anywhere in the lymphatic system. Imaging plays an important role in detecting and staging this disease. Positron Emission Tomography/Magnetic Resonance Imaging (PET/MRI) combines the metabolic information derived from nuclear medical imaging with the high soft tissue resolution from MRI. We review the features of CD in standard diagnostic imaging, analyze the specific imaging findings of CD in FDG-PET/MRI and discuss a potential benefit of PET/MRI based on the case of a 15-year-old female patient with retroperitoneal CD.

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Raj Mohan Paspulati

Case Western Reserve University

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Bryan Traughber

Case Western Reserve University

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Tarun Kanti Podder

Case Western Reserve University

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Kristine Zanotti

Case Western Reserve University

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Raymond F. Muzic

Case Western Reserve University

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Steven Waggoner

Case Western Reserve University

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Valdir Colussi

Case Western Reserve University

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Bahar Mansoori

Case Western Reserve University

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C. Nagel

Case Western Reserve University

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