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Deep Learning-Based Automatic Detection of Poorly Positioned Mammograms to Minimize Patient Return Visits for Repeat Imaging: A Real-World Application [article]

Vikash Gupta and Clayton Taylor and Sarah Bonnet and Luciano M. Prevedello and Jeffrey Hawley and Richard D White and Mona G Flores and Barbaros Selnur Erdal
2020 arXiv   pre-print
Therefore, breast-imaging radiologists must assess each mammogram for the adequacy of positioning before providing a final interpretation of the examination; this often necessitates return patient visits  ...  In this paper, we propose a deep learning-algorithm method that mimics and automates this decision-making process to identify poorly positioned mammograms.  ...  Acknowledgments The authors would like to thank Dr. Ratnesh Kumar for his invaluable support and insights during the course of this project.  ... 
arXiv:2009.13580v1 fatcat:l4ge5t2oczad7jmlb5trblmkjm

Digital imaging: Digital Mammography Imaging Screening Trial Project

M Rebner
2004 Breast Cancer Research  
Twenty-five years after its first description the p53 protein has been shown to play a key role in both cancer and ageing.  ...  The pharmaceutical regulation of the p53 pathway offers great hope for improved treatment of human cancer.  ...  The Sloane Project does not exclude any screen-detected patient, it actively encourages trial recruitment but its potential is to be the largest audit of noninvasive screen-detected cancer in the world  ... 
doi:10.1186/bcr852 fatcat:rmpjr7c5fjay5ghg73ytfuedhu

Digital imaging: technical developments and UK perspective

K Young
2004 Breast Cancer Research  
Twenty-five years after its first description the p53 protein has been shown to play a key role in both cancer and ageing.  ...  The pharmaceutical regulation of the p53 pathway offers great hope for improved treatment of human cancer.  ...  The Sloane Project does not exclude any screen-detected patient, it actively encourages trial recruitment but its potential is to be the largest audit of noninvasive screen-detected cancer in the world  ... 
doi:10.1186/bcr853 fatcat:yelklsyt5ndgljdnfq4muli63i

The amalgamation of two breast imaging units in Leeds

ME Fletcher, P Hardy
2004 Breast Cancer Research  
Twenty-five years after its first description the p53 protein has been shown to play a key role in both cancer and ageing.  ...  The pharmaceutical regulation of the p53 pathway offers great hope for improved treatment of human cancer.  ...  The Sloane Project does not exclude any screen-detected patient, it actively encourages trial recruitment but its potential is to be the largest audit of noninvasive screen-detected cancer in the world  ... 
doi:10.1186/bcr864 fatcat:ildrdugtnrcvhbcy5bgpsbc7vi

Image-guided interventional procedures of the breast: the development and delivery of a postgraduate programme of study from an academic and clinical perspective

ME Fletcher, JL Horrocks
2004 Breast Cancer Research  
Twenty-five years after its first description the p53 protein has been shown to play a key role in both cancer and ageing.  ...  The pharmaceutical regulation of the p53 pathway offers great hope for improved treatment of human cancer.  ...  The Sloane Project does not exclude any screen-detected patient, it actively encourages trial recruitment but its potential is to be the largest audit of noninvasive screen-detected cancer in the world  ... 
doi:10.1186/bcr861 fatcat:n7hightq6ba4jhkukwet7xas6u

Images in Emergency Medicine: Phlegmasia Cerulea Dolens

Joel Levis
2013 The Permanente Journal  
The Permanente Journal/ Winter 2013/ Volume 17 No. 1 REVIEW ARTICLE Meta-Analysis of the Use of Narrative Exposure Therapy for the Effects of Trauma Among Refugee Populations Acknowledgment Leslie  ...  Acknowledgments The author acknowledges Ariel K Hill, MS, who provided research assistance for this project. Kathleen Louden, ELS, of Louden Health Communications provided editorial assistance.  ...  The high number of ungradable images made it necessary for patients to return to Chicago Family for repeat screening, which may have been a ORIGINAL RESEARCH & CONTRIBUTIONS Operational Challenges  ... 
doi:10.7812/tpp/12-036 pmid:23596373 pmcid:PMC3627786 fatcat:u5qh3b2r3ndqjnmvs65vbstxpa

ECR 2015 Book of Abstracts - A - Postgraduate Educational Programme

2015 Insights into Imaging  
repeated imaging in young patients.  ...  Sensor-based registration consists of tracking in real time the TRUS probe with a magnetic device, achieving a global positioning system which overlays in real time prostate image on both modalities.  ...  We are about to enter a new world in which genomics will play a major role in the diagnosis and treatment of patients.  ... 
doi:10.1007/s13244-015-0386-0 pmid:25708993 pmcid:PMC4349897 fatcat:m7eyvqcwojfpvf3lr5hy6dwjb4

ECR 2013 Book of Abstracts - A - Postgraduate Educational Programme

2013 Insights into Imaging  
repeated imaging in young patients.  ...  Sensor-based registration consists of tracking in real time the TRUS probe with a magnetic device, achieving a global positioning system which overlays in real time prostate image on both modalities.  ...  We are about to enter a new world in which genomics will play a major role in the diagnosis and treatment of patients.  ... 
doi:10.1007/s13244-013-0227-y pmid:23468009 pmcid:PMC3666656 fatcat:yitsk227mba2pl7wcypouf6tz4

ECR 2016 Book of Abstracts - A - Postgraduate Educational Programme

2016 Insights into Imaging  
repeated imaging in young patients.  ...  Sensor-based registration consists of tracking in real time the TRUS probe with a magnetic device, achieving a global positioning system which overlays in real time prostate image on both modalities.  ...  We are about to enter a new world in which genomics will play a major role in the diagnosis and treatment of patients.  ... 
doi:10.1007/s13244-016-0474-9 pmid:26873353 pmcid:PMC4762839 fatcat:itxslbcacjhh3kixfkcwmdbt44

ECR 2011 Book of Abstracts - A - Postgraduate Educational Programme

2011 Insights into Imaging  
repeated imaging in young patients.  ...  Sensor-based registration consists of tracking in real time the TRUS probe with a magnetic device, achieving a global positioning system which overlays in real time prostate image on both modalities.  ...  We are about to enter a new world in which genomics will play a major role in the diagnosis and treatment of patients.  ... 
doi:10.1007/s13244-011-0078-3 pmid:23100070 pmcid:PMC3533621 fatcat:qa3ln4hhvve2hhumgwwnmykgoe

ECR 2012 Book of Abstracts - A - Postergraduate Educational Programme

2012 Insights into Imaging  
To know how to choose the appropriate imaging modality. 2. To be familiar with the patterns of distribution and appearance in imaging. 3. To learn how to differentiate ischaemia from inflammation.  ...  To understand the multimodality approach to MI based on PET-CT-MRI. 2. To learn about the different radiotracers that can be used with multimodality equipment. 3.  ...  To learn a step-by-step evidence-based approach to distending the colon (including spasmolytic agents, patient positioning, insufflation technique). 3.  ... 
doi:10.1007/s13244-012-0153-4 pmid:22696127 pmcid:PMC3481066 fatcat:te6ctbtakzh5njsw43geghw3ta

Posters

2013 Clinical and translational imaging  
), were submitted to [ 18 F]FDG PET/CT and CT with contrast agent 9-12 weeks after the end of RT or RCT to minimize the number of false negatives (FNs) and false positives (FPs). 18 patients with suspected  ...  Patients (i.e. lesions) were referred for surgery or radiotherapy if all three criteria were positive for progression [+++, Group A].  ...  In 10% of cases, patients return for a second treatment. A limited number of them has undergone up to six treatments with a cumulated activity of up to 25 GBq.  ... 
doi:10.1007/s40336-013-0002-6 fatcat:jfrptu6wuvhjvfss4iobwqfk2q

ECR 2011 Book of Abstracts - B - Scientific Sessions

2011 Insights into Imaging  
MR imaging revealed a higher (P < 0.05) HCC conspicuity than CT (median CNR, 164±145 vs 89±45, MR vs CT) during arterial phase.  ...  Purpose: To compare the HCC nodule conspicuity during the arterial phase between contrast-enhanced 64-row multidetector CT with bolus tracking and MR imaging with bolus chase.  ...  background of the micro-CT images compared with mammograms.  ... 
doi:10.1007/s13244-011-0077-4 pmid:23100071 pmcid:PMC3533624 fatcat:lytbu2vohbhhnorjqlpogl77iu

SU-EE-A3-06: An Efficient Algorithm for Image-Based Dose Deformation and Accumulation

M Kaus, V Pekar, T McNutt, K Bzdusek
2005 Medical Physics (Lancaster)  
The treatment couch was moved automatically based on this analysis. Post-shift MV/KV images were acquired to reconfirm patient positioning.  ...  Strategic integration of results from multiple templates can further minimize the false positive rate while maintaining a 100% detection rate.  ...  The method of patient positioning would acquire a portal image, adjust the patient based on the image and then treat that single field.  ... 
doi:10.1118/1.1997464 fatcat:zue2hfmc5ze6ziwu332w3u2lue

Breast screening radiographers and radiologists: performance and confidence levels on the PERFORMS film sets

HJ Scott, AG Gale, CE Griffiths
2004 Breast Cancer Research  
Twenty-five years after its first description the p53 protein has been shown to play a key role in both cancer and ageing.  ...  The pharmaceutical regulation of the p53 pathway offers great hope for improved treatment of human cancer.  ...  The Sloane Project does not exclude any screen-detected patient, it actively encourages trial recruitment but its potential is to be the largest audit of noninvasive screen-detected cancer in the world  ... 
doi:10.1186/bcr829 fatcat:mrzj6wlf5zax5l6u77eyif546i
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