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Using complex networks towards information retrieval and diagnostics in multidimensional imaging

Soumya Jyoti Banerjee, Mohammad Azharuddin, Debanjan Sen, Smruti Savale, Himadri Datta, Anjan Kr Dasgupta, Soumen Roy
<span title="">2015</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tnqhc2x2aneavcd3gx5h7mswhm" style="color: black;">Scientific Reports</a> </i> &nbsp;
We present a fresh and broad yet simple approach towards information retrieval in general and diagnostics in particular by applying the theory of complex networks on multidimensional, dynamic images.  ...  We also propose a general framework for the transformation of multidimensional images to networks for futuristic biometry.  ...  Acknowledgements SJB and MA thank Council of Scientific and Industrial research, India and University Grants Commission, India respectively for financial support.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/srep17271">doi:10.1038/srep17271</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26626047">pmid:26626047</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4667282/">pmcid:PMC4667282</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/i74vu5ml7zggvpg7eyodxivxsa">fatcat:i74vu5ml7zggvpg7eyodxivxsa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200511060840/https://www.nature.com/articles/srep17271.pdf?error=cookies_not_supported&amp;code=c369a015-36e1-49d8-800b-b489bea67d9e" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/05/f0/05f0874e76700e422fb3c4341c68e1652af099c7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/srep17271"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4667282" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Content-Based Medical Image Retrieval: A Survey of Applications to Multidimensional and Multimodality Data

Ashnil Kumar, Jinman Kim, Weidong Cai, Michael Fulham, Dagan Feng
<span title="2013-07-12">2013</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7mxsagdhtrbahmfd6mjpsonp7a" style="color: black;">Journal of digital imaging</a> </i> &nbsp;
We use these categories as a framework for discussing the state of the art, focusing on the characteristics and modalities of the information used during medical image retrieval.  ...  Medical imaging is fundamental to modern healthcare, and its widespread use has resulted in the creation of image databases, as well as picture archiving and communication systems.  ...  This work was supported in part by ARC grants.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10278-013-9619-2">doi:10.1007/s10278-013-9619-2</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/23846532">pmid:23846532</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3824925/">pmcid:PMC3824925</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5hasvmf7uncjtkpip4w4keea5m">fatcat:5hasvmf7uncjtkpip4w4keea5m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810120530/http://rp-www.cs.usyd.edu.au/~tomc/selected-publications/JDI-2013-KKCFF.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1c/16/1c167cf96f8dda997fd002f812c68841ed124d4b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10278-013-9619-2"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3824925" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Content-Based Image Retrieval in Radiology: Current Status and Future Directions

Ceyhun Burak Akgül, Daniel L. Rubin, Sandy Napel, Christopher F. Beaulieu, Hayit Greenspan, Burak Acar
<span title="2010-04-08">2010</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7mxsagdhtrbahmfd6mjpsonp7a" style="color: black;">Journal of digital imaging</a> </i> &nbsp;
Diagnostic radiology requires accurate interpretation of complex signals in medical images.  ...  KEY WORDS: Content-based image retrieval, imaging informatics, information storage and retrieval, digital image management, decision support From the Electrical and Electronics Engineering Department,  ...  ACKNOWLEDGMENTS This work has partly been supported by NIH CA72023 and TÜBİTAK KARİYER-DRESS (104E035).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10278-010-9290-9">doi:10.1007/s10278-010-9290-9</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/20376525">pmid:20376525</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3056970/">pmcid:PMC3056970</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/54efjsvb2vdxhecunbmv7pazei">fatcat:54efjsvb2vdxhecunbmv7pazei</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170811212116/http://www.cba-research.com/pdfs/cbir_in_radiology_jdi2011.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/bf/2b/bf2bac9006d0d1c292caf93f4281a57d4b83c9c4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10278-010-9290-9"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3056970" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Intermediate Annotationless Dynamical Object-Index-Based Query in Large Image Archives with Holographic Representation

Javed I. Khan
<span title="">1996</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kekp3nlexfexzm4yg4msrqoove" style="color: black;">Journal of Visual Communication and Image Representation</a> </i> &nbsp;
The paper presents the mechanism, architecture and performance of an image archival and retrieval system realized with this new network.  ...  This paper presents a new parallel and distributed associative network based technique for content-based image retrieval (CBIR) with dynamic indices.  ...  Nature of Image Information: Image information is representationally sparse and distributed and the process of it's perceptualization involves complex abstraction.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1006/jvci.1996.0033">doi:10.1006/jvci.1996.0033</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/c6u52bcfcrdtflct43inog2kqq">fatcat:c6u52bcfcrdtflct43inog2kqq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20100701152357/http://medianet.kent.edu/publications/JVCIR96DL-cbir-KHAN.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fb/4e/fb4eb43efdff767a2fa7bd18a7c05bd4b0cf7e7e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1006/jvci.1996.0033"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Big Data Analytics in Healthcare

Ashwin Belle, Raghuram Thiagarajan, S. M. Reza Soroushmehr, Fatemeh Navidi, Daniel A. Beard, Kayvan Najarian
<span title="">2015</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/icbhosh775h7bgzgot6avm3cua" style="color: black;">BioMed Research International</a> </i> &nbsp;
In this paper, we discuss some of these major challenges with a focus on three upcoming and promising areas of medical research: image, signal, and genomics based analytics.  ...  Big data analytics has been recently applied towards aiding the process of care delivery and disease exploration.  ...  A prototype system has been implemented in [58] to handle standard store/query/retrieve requests on a database of Digital Imaging and Communications in Medicine (DICOM) images.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2015/370194">doi:10.1155/2015/370194</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26229957">pmid:26229957</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4503556/">pmcid:PMC4503556</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aicdxzoexnbarlnfyzjavm47ie">fatcat:aicdxzoexnbarlnfyzjavm47ie</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190303144206/http://pdfs.semanticscholar.org/b726/e53bec31787316d1d000b4559e4283b60a09.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b7/26/b726e53bec31787316d1d000b4559e4283b60a09.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2015/370194"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4503556" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Open-source software in medical imaging: development of OsiriX

Osman Ratib, Antoine Rosset
<span title="2006-11-15">2006</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ohr6juw5xrcrzgnsati6eq3edq" style="color: black;">International Journal of Computer Assisted Radiology and Surgery</a> </i> &nbsp;
Materials and methods OsiriX is an oss for the Apple Macintosh under Mac OS X v10.4 or higher specifically designed for navigation and visualization of multimodality and multidimensional images: 2D Viewer  ...  OsiriX was developed using the Apple Xcode development environment and Cocoa framework as both a DICOM PACS workstation for medical imaging and an image processing software package for medical research  ...  It is an ANSI C library [18] . (6) "DICOM Offis" for DICOM network functions: This library offers network functions to query, send, retrieve and receive DICOM images in a PACS network.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11548-006-0056-2">doi:10.1007/s11548-006-0056-2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/px553mvucjgw3e47h5jrktpyhu">fatcat:px553mvucjgw3e47h5jrktpyhu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190314034342/https://core.ac.uk/download/pdf/159157190.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/47/0f/470f5352f2b3aeaef27aa810e8c8725acdc35d6b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11548-006-0056-2"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Current trends in medical imaging acquisition and communication

A. Stoian, R. Ivan, I. Stoian, A. Marichescu
<span title="">2008</span> <i title="IEEE"> 2008 IEEE International Conference on Automation, Quality and Testing, Robotics </i> &nbsp;
PACS enables radiologist to retrieve, display, store and transmit medical images throughout interfaces that are used to present data to the user via a choice of viewing tools.  ...  Imaging informatics refers to how medical information images are acquired and distributed within a medical enterprise.  ...  These advances have led to new two-three and multidimensional imaging modalities that have become important clinical tools in diagnostic radiology.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/aqtr.2008.4588890">doi:10.1109/aqtr.2008.4588890</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wmx5jq2iqzavtoaxx67u5lh7eu">fatcat:wmx5jq2iqzavtoaxx67u5lh7eu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20140403022503/http://www.gigapaper.ir/Articles/2gig/Current%20trends%20in%20medical%20imaging%20acquisition%20and%20communication.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d6/30/d6305eeb848dbbaacbba525fe012e12faaabc205.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/aqtr.2008.4588890"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Paradigm shift: semantic memory decline as a biomarker of preclinical Alzheimer's disease

Annalena Venneri, Micaela Mitolo, Matteo De Marco
<span title="">2016</span> <i title="Future Medicine Ltd"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4qnglatiwfdvznlhdbzx52atda" style="color: black;">Biomarkers in Medicine</a> </i> &nbsp;
., Mitolo, M. and De Marco, M. (2016) Paradigm shift: semantic memory decline as a biomarker of preclinical Alzheimer's disease.  ...  On this note, the use of cognitive tests is among the most proficient sources of clinical information in the early phases of AD, due to their validity, reliability, and simplicity/immediateness.  ...  in tests assessing episodic retrieval would represents a multi-domain ensemble which (as soon as TAU imaging is made routinely available) will be extremely powerful in the clinical setting for a diagnosis  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2217/bmm.15.53">doi:10.2217/bmm.15.53</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26642376">pmid:26642376</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2asmo44gzrcdzfdf4nrjciwgoa">fatcat:2asmo44gzrcdzfdf4nrjciwgoa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190218140707/http://pdfs.semanticscholar.org/0e19/ff870d42fe9fb11a273da3ba8598a3b39b4d.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0e/19/0e19ff870d42fe9fb11a273da3ba8598a3b39b4d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2217/bmm.15.53"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

The future of PACS in healthcare enterprises

Lorenzo Faggioni, Emanuele Neri, Carlo Castellana, Davide Caramella, Carlo Bartolozzi
<span title="">2011</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dhyy6gwaarhlxbjzwzrqjgor24" style="color: black;">European Journal of Radiology</a> </i> &nbsp;
system storing diagnostic imaging information that often reaches far beyond Radiology.  ...  The continuous evolution of PACS technology has led to a gradual broadening of its applications, ranging from teleradiology to CAD (Computer-Assisted Diagnosis) and multidimensional imaging, and is moving  ...  As diagnostic imaging data obtained with CT and MR imaging increase in spatial and temporal resolution as well as in overall complexity, the amount of data stored per patient also increases dramatically  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ejrad.2010.06.043">doi:10.1016/j.ejrad.2010.06.043</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/20634012">pmid:20634012</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5k2u7wyg5zh45frd65taqttkxu">fatcat:5k2u7wyg5zh45frd65taqttkxu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809082956/http://www.algom.com/DrOleg/MI/07.Telerad/Reading3/PACSfuture.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/76/bf/76bfd6c6ed8fb670609b5dcaae6afbeda9ffdcdd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ejrad.2010.06.043"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Imaging Informatics: from Image Management to Image Navigation

O. Ratib
<span title="">2009</span> <i title="Georg Thieme Verlag KG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/25ybzim6mvglde3zgjvka7ehii" style="color: black;">IMIA Yearbook of Medical Informatics</a> </i> &nbsp;
networks of image distribution allowing radiologists and physicians to access and review images digitally.  ...  world of interactive navigation in large sets of multidimensional data.  ...  In an effort to better handle image access in large and complex system, some advanced and innovative context-based image retrieval (CBIR) based on ontology were developed [21, 22] to enrich the core  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1055/s-0038-1638658">doi:10.1055/s-0038-1638658</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/t7sg46hg6ncx5hijviav4gjgca">fatcat:t7sg46hg6ncx5hijviav4gjgca</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190430162029/https://www.thieme-connect.de/products/ejournals/pdf/10.1055/s-0038-1638658.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9c/a3/9ca33357b07944ffde0d400024bfe79ba8971eee.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1055/s-0038-1638658"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Hierarchical visual case-based reasoning for supporting breast cancer therapy

Jean-Baptiste Lamy, Boomadevi Sekar, Gilles Guézennec, Jacques Bouaud, Brigitte Séroussi
<span title="2019-10-19">2019</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Breast cancer therapy is particularly complex.  ...  In a previous work, we proposed a visual CBR approach for helping clinicians to choose a treatment between four main categories (surgery, chemother- apy,...).  ...  The scatter plot is a 2D projection of a multidimensional space, and thus some information is lost in the process.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3353731">doi:10.5281/zenodo.3353731</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ssiifxdrmngzpjbrnzzt6nhy2a">fatcat:ssiifxdrmngzpjbrnzzt6nhy2a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201224181034/https://zenodo.org/record/3353732/files/ICABME19_1_Hierarchical%20visual%20case-based%20reasoning%20for%20supporting%20breast%20cancer%20therapy_JB.Lamy_Oct19.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/36/23/3623a5a30dc467f30cffe82c1b1845d8fda55609.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3353731"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Soft Computing Based Retrieval System For Medical Applications

Pardeep Singh, Sanjay Sharma
<span title="2010-07-27">2010</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Diagnostic rules and information on features are extracted from clinical databases on diseases of congenital anomaly.  ...  With increasing data in medical databases, medical data retrieval is growing in popularity.  ...  The region extracted using the feature vectors represented in the form of pixel descriptor are fed as input to a neural network, which is trained for classification of images using genetic algorithm.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1079811">doi:10.5281/zenodo.1079811</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/z7s6iyxuorgsbbiyxmt4gfywia">fatcat:z7s6iyxuorgsbbiyxmt4gfywia</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220131092140/https://zenodo.org/record/1079812/files/12761.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/35/31/3531465766edd7386a77bc6d4b9f46ba39d0b153.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1079811"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Radiological images and machine learning: Trends, perspectives, and prospects

Zhenwei Zhang, Ervin Sejdić
<span title="2019-02-27">2019</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wdwg5aetkjbgpga7kn2jevifmi" style="color: black;">Computers in Biology and Medicine</a> </i> &nbsp;
and neurological disease diagnosis, as well as computer-aided systems, image registration, and content-based image retrieval systems.  ...  Recent advances in machine learning have the potential to recognize and classify complex patterns from different radiological imaging modalities such as x-rays, computed tomography, magnetic resonance  ...  The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.compbiomed.2019.02.017">doi:10.1016/j.compbiomed.2019.02.017</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31054502">pmid:31054502</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6531364/">pmcid:PMC6531364</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tcyorm6g3ff6dg7ty2ubtqorjq">fatcat:tcyorm6g3ff6dg7ty2ubtqorjq</a> </span>
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Computer Aided Evaluation (CAE) of Morphologic Changes in Pigmented Skin Lesions [chapter]

Maria Rizzi, Matteo D'Aloia, Gianpaolo Cice
<span title="">2015</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
The method performs image matching and changes evaluation adopting a three stage artificial neural network and provides as output a risk indicator related to the morphology changes of the skin lesion.  ...  The implemented method receives in input two segmented images of the same pigmented skin lesion corresponding to the actual image and to the image before the last period under test.  ...  Health service quality depends on information quality in hospital complex or in diagnostic center.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-23222-5_31">doi:10.1007/978-3-319-23222-5_31</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qwovcltfuzcfnop6xcbroeqkk4">fatcat:qwovcltfuzcfnop6xcbroeqkk4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200326204559/https://link.springer.com/content/pdf/10.1007%2F978-3-319-23222-5_31.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/aa/07/aa077888a5f99a49df1f07bbf3e0be9f424b3ef6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-23222-5_31"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

A Network-Based Perspective in Alzheimer's Disease: Current State and an Integrative Framework

<span title="">2018</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q2z26obphvchndqieqd65vltle" style="color: black;">IEEE journal of biomedical and health informatics</a> </i> &nbsp;
Our perspective is rooted in network medicine and summarizes the pipelines for identifying network-based biomarkers, as well as the benefits of integrating genotype and brain phenotype information for  ...  The complex etiology of AD warrants a systems-based approach supporting the integration of multimodal and multilevel data, while network-based modeling provides the scaffolding for methods revealing complex  ...  While in the present review we focus on diagnostic biomarkers in early AD, network-based biomarkers have the potential to find wider use in AD biomarker research.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jbhi.2018.2863202">doi:10.1109/jbhi.2018.2863202</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/30080151">pmid:30080151</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vtub3nvgpvbflersyeaciftoxy">fatcat:vtub3nvgpvbflersyeaciftoxy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201108195157/https://ieeexplore.ieee.org/ielx7/6221020/8602373/08424818.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/46/29/4629661519f1598c3284ad7eec5d8f2c588081d7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jbhi.2018.2863202"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>
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