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Author : Yu-Jen Chen
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (135 download)
Download or read book Diagnosis of Prostate Cancer Using Diffusion MRI and Dynamic Contrast-Enhanced MRI. written by Yu-Jen Chen and published by . This book was released on 2012 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Robert L. Bard
Publisher : Springer Science & Business Media
ISBN 13 : 3540784233
Total Pages : 179 pages
Book Rating : 4.5/5 (47 download)
Download or read book Dynamic Contrast-Enhanced MRI Atlas of Prostate Cancer written by Robert L. Bard and published by Springer Science & Business Media. This book was released on 2009-04-05 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: MRI Atlas of Prostate Cancer analyses high-resolution MRI scanning and dynamic contrast-enhanced (DCE) MRI. This combination improves the diagnosis and staging of prostate cancer and may soon replace PSA testing and digital rectal examination. The first two chapters focus on normal anatomy, anatomic variations, benign disease and intraprostatic tumors. The subsequent chapters on MRI of extracapsular disease create a useful atlas of pathologic anatomy. This is the first text of its kind to show color-coded DCE-MRI scans of prostate cancer and to correlate these imaging findings with tumor grading. The chapters on the post-treatment prostate clearly display the increasing incidence of post-therapy recurrences. This book is intended for internists, radiologists, radiotherapists, oncologists, urologists, family practitioners, and general surgeons. Ultrasound, MRI, and radiotherapy technicians will find it extremely useful as a reference guide.
Author : Ayman El-Baz
Publisher : CRC Press
ISBN 13 : 0429784678
Total Pages : 362 pages
Book Rating : 4.4/5 (297 download)
Download or read book Prostate Cancer Imaging written by Ayman El-Baz and published by CRC Press. This book was released on 2018-10-31 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers novel strategies and state of the art approaches for automated non-invasive systems for early prostate cancer diagnosis. Prostate cancer is the most frequently diagnosed malignancy after skin cancer and the second leading cause of cancer related male deaths in the USA after lung cancer. However, early detection of prostate cancer increases chances of patients’ survival. Generally, The CAD systems analyze the prostate images in three steps: (i) prostate segmentation; (ii) Prostate description or feature extraction; and (iii) classification of the prostate status. Explores all of the latest research and developments in state-of-the art imaging of the prostate from world class experts. Contains a comprehensive overview of 2D/3D Shape Modeling for MRI data. Presents a detailed examination of automated segmentation of the prostate in 3D imaging. Examines Computer-Aided-Diagnosis through automated techniques. There will be extensive references at the end of each chapter to enhance further study.
Author : Bartłomiej W. Papież
Publisher : Springer Nature
ISBN 13 : 3030804321
Total Pages : 566 pages
Book Rating : 4.0/5 (38 download)
Download or read book Medical Image Understanding and Analysis written by Bartłomiej W. Papież and published by Springer Nature. This book was released on 2021-07-06 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 25th Conference on Medical Image Understanding and Analysis, MIUA 2021, held in July 2021. Due to COVID-19 pandemic the conference was held virtually. The 32 full papers and 8 short papers presented were carefully reviewed and selected from 77 submissions. They were organized according to following topical sections: biomarker detection; image registration, and reconstruction; image segmentation; generative models, biomedical simulation and modelling; classification; image enhancement, quality assessment, and data privacy; radiomics, predictive models, and quantitative imaging.
Author : Andrew B. Rosenkrantz
Publisher : Thieme
ISBN 13 : 1626232695
Total Pages : 586 pages
Book Rating : 4.6/5 (262 download)
Download or read book MRI of the Prostate written by Andrew B. Rosenkrantz and published by Thieme. This book was released on 2016-12-20 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn the fundamental principles and clinical applications of the diagnostic and risk assessment imaging test of choice for prostate cancer: prostate MRI Although prostate cancer is the second leading cause of cancer death in men in the USA, it can be treated successfully if detected early. Disease management has gradually changed to a paradigm that relies on close monitoring through active surveillance in select patients, as well as ongoing refinements in treatment interventions, including minimally invasive procedures. This has resulted in a critical need for a more exacting methodology for performing targeted biopsies, assessing risk levels, and devising treatment strategies. Prostate MRI has emerged as the most precise, state-of-the-art imaging modality for prostate cancer diagnosis and management, thereby creating an immediate demand for radiologists to become proficient in its use. Conceived and edited by a leading authority, with contributions from renowned experts in the field, MRI of the Prostate: A Practical Approach is the first book to tackle this important topic. It provides an overview of the fundamentals of prostate MRI acquisition, interpretation, and reporting. Readers will benefit from a wide range of insightful perspectives gleaned from years of hands-on experience. Key Highlights Prostate Imaging Reporting and Data System (PI-RADS) for prostate MRI interpretation and cancer risk scoring Clinical pearls on the optimization and application of prostate MRI for risk assessment, disease staging, MRI-targeted biopsy, recurrent disease, and active surveillance The emerging utilization of PET and PET/MRI for primary prostate cancer evaluation More than 700 illustrations with one entirely image-based chapter featuring educational case studies Radiologists will learn how to optimally perform and interpret prostate MRI, and referring physicians will learn to integrate it into day-to-day practice. This book is an essential resource for radiologists and radiology residents, as well as urologists, oncologists, MRI technicians, and other medical practitioners who treat patients with genitourinary disorders.
Author : Andrew Rosenkrantz
Publisher : Thieme
ISBN 13 : 1638531668
Total Pages : 586 pages
Book Rating : 4.6/5 (385 download)
Download or read book MRI of the Prostate written by Andrew Rosenkrantz and published by Thieme. This book was released on 2016-12-20 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn the fundamental principles and clinical applications of the diagnostic and risk assessment imaging test of choice for prostate cancer: prostate MRI Although prostate cancer is the second leading cause of cancer death in men in the USA, it can be treated successfully if detected early. Disease management has gradually changed to a paradigm that relies on close monitoring through active surveillance in select patients, as well as ongoing refinements in treatment interventions, including minimally invasive procedures. This has resulted in a critical need for a more exacting methodology for performing targeted biopsies, assessing risk levels, and devising treatment strategies. Prostate MRI has emerged as the most precise, state-of-the-art imaging modality for prostate cancer diagnosis and management, thereby creating an immediate demand for radiologists to become proficient in its use. Conceived and edited by a leading authority, with contributions from renowned experts in the field, MRI of the Prostate: A Practical Approach is the first book to tackle this important topic. It provides an overview of the fundamentals of prostate MRI acquisition, interpretation, and reporting. Readers will benefit from a wide range of insightful perspectives gleaned from years of hands-on experience. Key Highlights Prostate Imaging Reporting and Data System (PI-RADS) for prostate MRI interpretation and cancer risk scoring Clinical pearls on the optimization and application of prostate MRI for risk assessment, disease staging, MRI-targeted biopsy, recurrent disease, and active surveillance The emerging utilization of PET and PET/MRI for primary prostate cancer evaluation More than 700 illustrations with one entirely image-based chapter featuring educational case studies Radiologists will learn how to optimally perform and interpret prostate MRI, and referring physicians will learn to integrate it into day-to-day practice. This book is an essential resource for radiologists and radiology residents, as well as urologists, oncologists, MRI technicians, and other medical practitioners who treat patients with genitourinary disorders.
Author : Nicola Schieda
Publisher : Elsevier Health Sciences
ISBN 13 : 0443183570
Total Pages : 217 pages
Book Rating : 4.4/5 (431 download)
Download or read book Prostate Imaging, An Issue of Radiologic Clinics of North America, E-Book written by Nicola Schieda and published by Elsevier Health Sciences. This book was released on 2023-11-17 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this issue of Radiologic Clinics, guest editors Drs. Nicola Schieda and Andrei Purysko bring their considerable expertise to the topic of Prostate Imaging. Worldwide, prostate cancer is the second most common cancer diagnosed in males, and MRI scans can give doctors a very clear picture of the prostate and nearby areas. In this issue, top experts discuss key topics such as a contemporary approach to prostate imaging and data reporting system score 3 lesions; the expanding role of MRI and use of PRECISE criteria in the active surveillance of prostate cancer; MRI-guided prostate cancer therapies; and more. Contains 12 relevant, practice-oriented topics, including update on optimization of prostate MRI technique and image quality; prostate imaging and data reporting system (PI-RADS) Version 2.1 pitfalls in prostate MRI interpretation; prostate cancer staging with MRI; PSMA PET: pearls and pitfalls; and more. Provides in-depth clinical reviews on prostate imaging, offering actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.
Author : Joan C. Vilanova
Publisher : Springer
ISBN 13 : 3319617869
Total Pages : 164 pages
Book Rating : 4.3/5 (196 download)
Download or read book Atlas of Multiparametric Prostate MRI written by Joan C. Vilanova and published by Springer. This book was released on 2017-09-28 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: This atlas provides a comprehensive, state of the art review of the use of multiparametric MRI (mpMRI) for the imaging of prostate cancer, covering aspects from diagnosis and loco-regional staging through to the role of the technique after treatment and follow-up. The book contains a wealth of high-resolution images, many of them in color, and displays the anatomical-MRI–pathological correlation whenever appropriate. Readers will find a helpful overview on the current standardized method for reading and reporting on mpMRI, the Prostate Imaging Reporting and Data System (PI-RADS), version 2. Dedicated chapters focus on differential diagnosis and imaging pitfalls, and the inclusion of helpful diagrams and algorithms will further assist in image interpretation, enabling readers to ease and improve their use of mpMRI. Edited and written by very experienced radiologists, pathologists, and urologists; the Atlas of Multiparametric Prostate MRI will serve as a unique source of clinically relevant information and an aid to disease management for radiologists, urologists, pathologists, radiotherapists, and oncologists.
Author : Ruiming Cao
Publisher :
ISBN 13 :
Total Pages : 77 pages
Book Rating : 4.:/5 (11 download)
Download or read book Prostate Cancer Diagnosis from Multi-parametric Magnetic Resonance Imaging Via Deep Learning written by Ruiming Cao and published by . This book was released on 2019 with total page 77 pages. Available in PDF, EPUB and Kindle. Book excerpt: Prostate cancer (PCa) is one of the most common cancer-related diseases among men in the United States. Multi-parametric magnetic resonance imaging (mp-MRI) is considered the best non-invasive imaging modality for diagnosing PCa. The core components of mp-MRI include T2-weighted imaging (T2w), diffusion-weighted imaging (DWI), and dynamic contrast-enhanced imaging (DCE), each of which provides distinct anatomical or functional information. However, mp-MRI for PCa diagnosis is currently limited by the qualitative or semi-quantitative interpretation criteria, leading to inter-reader variability and a suboptimal ability to assess lesion aggressiveness. Deep learning is a class of methods designed to automatically learn multi-layer artificial neural networks from the training data for various tasks, including image classification, object detection, and segmentation. Here, deep learning methods specific to multi-parametric imaging were proposed to detect, segment PCa lesion and assess the lesion aggressiveness. In addition, an alternative learning method using unannotated dataset was designed, due to the inaccessibility of accurate annotated dataset in many institutions.
Author : Ahmad Abdusalam Firjani
Publisher :
ISBN 13 :
Total Pages : 133 pages
Book Rating : 4.:/5 (923 download)
Download or read book A Non-invasive Image Based System for Early Diagnosis of Prostate Cancer written by Ahmad Abdusalam Firjani and published by . This book was released on 2014 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: Prostate cancer is the second most fatal cancer experienced by American males. The average American male has a 16.15% chance of developing prostate cancer, which is 8.38% higher than lung cancer, the second most likely cancer. The current in-vitro techniques that are based on analyzing a patients blood and urine have several limitations concerning their accuracy. In addition, the prostate Specific Antigen (PSA) blood-based test, has a high chance of false positive diagnosis, ranging from 28%-58%. Yet, biopsy remains the gold standard for the assessment of prostate cancer, but only as the last resort because of its invasive nature, high cost, and potential morbidity rates. The major limitation of the relatively small needle biopsy samples is the higher possibility of producing false positive diagnosis. Moreover, the visual inspection system (e.g., Gleason grading system) is not quantitative technique and different observers may classify a sample differently, leading to discrepancies in the diagnosis. As reported in the literature that the early detection of prostate cancer is a crucial step for decreasing prostate cancer related deaths. Thus, there is an urgent need for developing objective, non-invasive image based technology for early detection of prostate cancer. The objective of this dissertation is to develop a computer vision methodology, later translated into a clinically usable software tool, which can improve sensitivity and specificity of early prostate cancer diagnosis based on the well-known hypothesis that malignant tumors are will connected with the blood vessels than the benign tumors. Therefore, using either Diffusion Weighted Magnetic Resonance imaging (DW-MRI) or Dynamic Contrast Enhanced Magnetic Resonance Imaging (DCE-MRI), we will be able to interrelate the amount of blood in the detected prostate tumors by estimating either the Apparent Diffusion Coefficient (ADC) in the prostate with the malignancy of the prostate tumor or perfusion parameters. We intend to validate this hypothesis by demonstrating that automatic segmentation of the prostate from either DW-MRI or DCE-MRI after handling its local motion, provides discriminatory features for early prostate cancer diagnosis. The proposed CAD system consists of three majors components, the first two of which constitute new research contributions to a challenging computer vision problem. The three main components are: (1) A novel Shape-based segmentation approach to segment the prostate from either low contrast DW-MRI or DCE-MRI data; (2) A novel iso-contours-based non-rigid registration approach to ensure that we have voxel-on-voxel matches of all data which may be more difficult due to gross patient motion, transmitted respiratory effects, and intrinsic and transmitted pulsatile effects; and (3) Probabilistic models for the estimated diffusion and perfusion features for both malignant and benign tumors. Our results showed a 98% classification accuracy using Leave-One-Subject-Out (LOSO) approach based on the estimated ADC for 30 patients (12 patients diagnosed as malignant; 18 diagnosed as benign). These results show the promise of the proposed image-based diagnostic technique as a supplement to current technologies for diagnosing prostate cancer.
Author : Dow-Mu Koh
Publisher : Springer Science & Business Media
ISBN 13 : 3540785760
Total Pages : 299 pages
Book Rating : 4.5/5 (47 download)
Download or read book Diffusion-Weighted MR Imaging written by Dow-Mu Koh and published by Springer Science & Business Media. This book was released on 2010-01-13 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is a great privilege to introduce this book devoted to the current and future roles in research and clinical practice of another exciting new development in MRI: Diffusi- weighted MR imaging. This new, quick and non-invasive technique, which requires no contrast media or i- izing radiation, offers great potential for the detection and characterization of disease in the body as well as for the assessment of tumour response to therapy. Indeed, whereas DW-MRI is already ? rmly established for the study of the brain, progress in MR techn- ogy has only recently enabled its successful application in the body. Although the main focus of this book is on the role of DW-MRI in patients with malignant tumours, n- oncological emerging applications in other conditions are also discussed. The editors of this volume, Dr. D. M. Koh and Prof. H. Thoeny, are internationally well known for their pioneering work in the ? eld and their original contributions to the l- erature on DW-MRI of the body. I am very much indebted to them for the enthusiasm and engagement with which they prepared and edited this splendid volume in a record short time for our series Medical Radiology – Diagnostic section.
Author : Juerg Hodler
Publisher : Springer
ISBN 13 : 3319750194
Total Pages : 262 pages
Book Rating : 4.3/5 (197 download)
Download or read book Diseases of the Abdomen and Pelvis 2018-2021 written by Juerg Hodler and published by Springer. This book was released on 2018-03-20 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book deals with imaging of the abdomen and pelvis, an area that has seen considerable advances over the past several years, driven by clinical as well as technological developments. The respective chapters, written by internationally respected experts in their fields, focus on imaging diagnosis and interventional therapies in abdominal and pelvic disease; they cover all relevant imaging modalities, including magnetic resonance imaging, computed tomography, and positron emission tomography. As such, the book offers a comprehensive review of the state of the art in imaging of the abdomen and pelvis. It will be of interest to general radiologists, radiology residents, interventional radiologists, and clinicians from other specialties who want to update their knowledge in this area.
Author : Ehsan A. Haider
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (116 download)
Download or read book Prospective Evaluation of the Value of Dynamic Contrast-Enhanced (DCE) Imaging for Prostate Cancer Detection and Staging with Pathology Correlation written by Ehsan A. Haider and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Objective:The main aim is to evaluate the value of dynamic contrast-enhanced (DCE) imaging in multi-parametric prostate MRI (mpMRI) for the detection and staging of prostate cancer in comparison with T2W and DWI images alone in biparametric MRI (bpMRI), in treatment nau00efve patients.Methods:One hundred consecutive patients who underwent a prostate MRI at our institution from June-August 2017, as well as a systematic ultrasound-guided prostate biopsy or prostatectomy, were included. Strictly following the PIRADSv2, the MRI studies were independently interpreted by a body radiologist and a body-imaging fellow on two different occasions 8-10 weeks apart. Initially, with all mpMRI sequences and then without the DCE sequence (bpMRI). The readers were blinded to the clinical information. Ethics approval was obtained.Results/Discussion:One hundred treatment-nau00efve patients were included (median age 64, age range 48-81, mean PSA 10.3). There was excellent intra-observer agreement of the mpMRI versus bpMRI for both readers [Cohenu2019s Kappa (k) 0.88-0.86] and very good inter-observer agreement (k=0.74 for mpMRI and 0.76 for bpMRI). The sensitivity and specificity did not significantly change between the multi-parametric and bi-parametric MRI (Sensitivity 91.7% and 90%, Specificity of 85.5% and 85% for mpMRI and bpMRI, respectively).Conclusion:Prostate MRI without DCE (bpMRI) is of comparable diagnostic accuracy to mpMRI in treatment-nau00efve patients. Performing prostate MRI without DCE (bpMRI) will reduce acquisition time, decrease cost and potentially improve patient safety.
Author : Huyen Thanh Nguyen
Publisher :
ISBN 13 :
Total Pages : 100 pages
Book Rating : 4.:/5 (952 download)
Download or read book Dynamic Contrast-enhanced MRI and Diffusion-weighted MRI for the Diagnosis of Bladder Cancer written by Huyen Thanh Nguyen and published by . This book was released on 2013 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thirty-six patients were included in the analysis of DCE-MRI for bladder cancer detection. The results demonstrated that the maps of DCE-MRI pharmacokinetic parameters can better visualize small malignant tumors and the tumors within bladder wall thickenings to improve the detection of bladder cancer compared to conventional T2-weighted MRI alone. Twenty-five patients were included in the analysis of DCE-MRI for early prediction of chemotherapeutic response in bladder cancer. Using k-means clustering of DCE-MRI pharmacokinetic parameters, each bladder tumor was divided into three clusters of different microcirculation characteristics, thus, different chemotherapeutic responses. These differences enabled to classify a bladder cancer patient as a responder or a non-responder at the mid-cycle time point of therapy. Eighteen patients were included in the DWI data for T staging of bladder cancer. The ADC referenced to the individual bladder urine was found to be associated with the tumor stage. The group of stage T1 or lower (Ta, Tis, T1) had a significantly lower relative ADC than the group of stage T2 (P
Author : Satish Easwar Viswanath
Publisher :
ISBN 13 :
Total Pages : 134 pages
Book Rating : 4.:/5 (89 download)
Download or read book A Quantitative Data Representation Framework for Structural and Functional MR Imaging with Application to Prostate Cancer Detection written by Satish Easwar Viswanath and published by . This book was released on 2012 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: Prostate cancer (CaP) is currently the second leading cause of cancer-related deaths in the United States among men, but there is a paucity of non-invasive image-based information for CaP detection and staging in vivo. Studies have shown the utility of multi-protocol magnetic resonance imaging (MRI) to improve CaP detection accuracy by using both T2-weighted (T2w), dynamic contrast enhanced (DCE), and diffusion weighted (DWI) MRI information. In this thesis, we present methods for quantitative representation of structural and functional imaging data with the objective of building automated classifiers to improve CaP detection accuracy in vivo. In vivo disease presence was quantified via extraction of textural signatures from T2w MRI. Evaluation of these signatures showed that CaP appearance within each of the two dominant prostate regions (central gland, peripheral zone) is significantly different. A classifier trained on zone-specific features also yielded a higher detection accuracy compared to a simpler, monolithic combination of all the texture features. While a number of automated classifiers are available, classifier choice must account for limitations in dataset size and annotation (such as with in vivo prostate MRI). A comprehensive evaluation of different classifier schemes was undertaken for the specific problem of automated CaP detection via T2w MRI on a zonewise basis. It was found that simple classifiers yielded significantly improved CaP detection accuracies compared to complex classifiers. Fundamental differences must be overcome when constructing a unified quantitative representation of structural (T2w) and functional (DCE, DWI) MRI. We present a novel technique, referred to as consensus embedding, which constructs a lower dimensional representation (embedding) from a high dimensional feature space such that information (class-based or otherwise) is optimally preserved. Consensus embedding is shown to result in an improved representation of the data compared to alternative DR-based strategies in a variety of experimental domains. A unified quantitative representation of T2w, DCE, and DWI prostate MRI was constructed via the consensus embedding framework. This yielded an integrated classifier which was more accurate for CaP detection in vivo as compared to using structural and functional information individually, or using a naive combination of such differing types of information.
Author : Antonio Luna
Publisher : Elsevier Health Sciences
ISBN 13 : 0323416993
Total Pages : 313 pages
Book Rating : 4.3/5 (234 download)
Download or read book Functional and Molecular Imaging in Oncology, An Issue of Magnetic Resonance Imaging Clinics of North America written by Antonio Luna and published by Elsevier Health Sciences. This book was released on 2016-01-19 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: This issue of MRI Clinics of North America focuses on Functional MRI in Oncology. Articles will include: Functional MRI techniques in oncology in the era of personalized medicine, MRI biomarkers and surrogate endpoints in oncology clinical trials, Therapy monitoring with functional MRI, Multiparametric MRI in the assessment of brain tumors, Multiparametric MRI of breast cancer, Functional MRI in chest malignancies, Multiparametric MRI in abdominal malignancies, Assessment of musculoskeletal malignancies with functional MRI, Evaluation of head and neck tumors with functional MRI, Role of multiparametric MRI in malignancies of the urogenital tract, Diffusion-weighted imaging in oncology, Functional MRI in gynecologic cancer, Assessment of angiogenesis with MRI: DCE-MRI and beyond, Imaging of tumor metabolism: MR spectroscopy, and more!
Author : Michael A. Blake
Publisher : Springer Science & Business Media
ISBN 13 : 038775587X
Total Pages : 563 pages
Book Rating : 4.3/5 (877 download)
Download or read book Imaging in Oncology written by Michael A. Blake and published by Springer Science & Business Media. This book was released on 2008-03-23 with total page 563 pages. Available in PDF, EPUB and Kindle. Book excerpt: This pertinently illustrated and well referenced text serves as an up-to-date, attractive book of oncologic imaging for radiologists, oncologists, radiation therapists and others involved in oncologic care. This volume, with chapter contributions from world-renowned experts, provides clinical and research information that underpins accurate interpretation and sensible use of cancer imaging. The book also highlights new developments and advances in oncologic imaging.
