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A Review of Generative Adversarial Networks in Cancer Imaging: New Applications, New Solutions
A Review of Generative Adversarial Networks in Cancer Imaging: New Applications, New Solutions Richard Osualaa,∗, Kaisar Kushibara, Lidia Garruchoa, Akis Linardosa, Zuzanna Szafranowskaa, Stefan Kleinb, Ben Glockerc, Oliver Diaza,∗∗, Karim Lekadira,∗∗ aArtificial Intelligence in Medicine Lab (BCN-AIM), Faculty of Mathematics and Computer Science, University of Barcelona, Spain bBiomedical Imaging Group Rotterdam, Department of Radiology & Nuclear Medicine, Erasmus MC, Rotterdam, The Netherlands cBiomedical Image Analysis Group, Department of Computing, Imperial College London, UK Abstract Despite technological and medical advances, the detection, interpretation, and treatment of cancer based on imaging data continue to pose significant challenges. These include high inter-observer variability, difficulty of small-sized le- sion detection, nodule interpretation and malignancy determination, inter- and intra-tumour heterogeneity, class imbal- ance, segmentation inaccuracies, and treatment effect uncertainty. The recent advancements in Generative Adversarial Networks (GANs) in computer vision as well as in medical imaging may provide a basis for enhanced capabilities in cancer detection and analysis. In this review, we assess the potential of GANs to address a number of key challenges of cancer imaging, including data scarcity and imbalance, domain and dataset shifts, data access and privacy, data an- notation and quantification, as well as cancer detection, tumour profiling and treatment planning. We provide a critical appraisal of the existing literature of GANs applied to cancer imagery, together with suggestions on future research directions to address these challenges. We analyse and discuss 163 papers that apply adversarial training techniques in the context of cancer imaging and elaborate their methodologies, advantages and limitations. With this work, we strive to bridge the gap between the needs of the clinical cancer imaging community and the current and prospective research on GANs in the artificial intelligence community. -
Volume XIV Issue 1
January 31, 2018 Qualitative Sociology Review Volume XIV Issue 1 Available Online www.qualitativesociologyreview.org Qualitative Qualitative Sociology QSR Review Sociology ©2018 QSR • ISSN: 1733-8077 EDITOR-IN-CHIEF Review Krzysztof T. Konecki, University of Lodz EXECUTIVE EDITORS Łukasz T. Marciniak, University of Lodz Magdalena Wojciechowska, Volume XIV University of Lodz Issue 1 ASSOCIATE EDITORS Anna Kacperczyk, University of Lodz Dominika Byczkowska-Owczarek, University of Lodz APPROVING EDITORS Steven Kleinknecht, Brescia University College Geraldine Leydon, Southampton University Antony J. Puddephatt, Lakehead University BOOK REVIEWS EDITOR Dominika Byczkowska-Owczarek, University of Lodz EDITORIAL ASSISTANT Anna Kubczak, University of Lodz ONLINE CONTENT EDITOR Edyta Mianowska, Zielona Gora University LINGUISTIC EDITOR Jonathan Lilly STATISTICAL EDITOR Note Piotr Chomczyński, University of Lodz MANAGING EDITOR, DTP The journal and all published articles are a contribution Magdalena Chudzik-Duczmańska to the contemporary social sciences. They are available wi- COVER DESIGNER thout special permission to everyone who would like to use Anna Kacperczyk, University of Lodz them for non-commercial, scientific, educational, or other cognitive purposes. Making use of resources included in QSR Editorial Office University of Lodz this journal for commercial or marketing aims requires Faculty of Economics and Sociology a special permission from publisher. Possible commercial Institute of Sociology use of any published article will be consulted with the au- The Sociology of Organization thor beforehand. & Management Department Rewolucji 1905 r. 41/43 It is forbidden to charge for access to this journal or to put 90-214 Lodz, Poland any limitations on the accessibility of published papers. tel. (4842) 635 52 63 The authors are responsible for obtaining the necessary email: [email protected] permissions for publication of materials which are protec- www.qualitativesociologyreview.org ted by a copyrights owned by other persons. -
The Distillers' Charity Auction
The Distillers’ Charity Auction Tuesday 10th April 2018 Mercers’ Hall, Ironmonger Lane, London EC2V 8HE 003_Info_WCD 06/09/2013 15:18 Page 3 A brief history of theT Companyhe D istillers’ Chinvitear leadingity A membersucti ofo then industry to form a The Worshipful Company of Distillers was founded panel discussion. The Gin Guild is dedicated to in 1638 by Royal Charter of Charles I with powers celebrating the heritage of gin, recognising what to regulate the distillingTh tradeursd withinay 1 721t hmiles Oc ofto thebe r 2makes013 great quality gin and the furtherance of the cities of London and Westminster. Our founder was enjoyment of the spirit. an eminent physician,A Sirpo Theodorethecar idees Mayerne.’ Hall, Black Friars Lane, London EC4V 6EJ Education and Charity It was not until 1672 that the Company acquired Scholarships are offered in conjunction with the its Livery, and in 1774H theo sCourtted of b Commony: Bria n MorrWineison and, T hSpirite M Educationaster o fTrust Th eand W Heriot-Wattorshipfu l Company of Distillers Council passed an Act recognising and reinforcing University, with the awards supporting student fees the monopoly of the Distillers’Sir Jac kCompanyie Stew ina thert, OBE or paying for visits to distilleries to further their City. This dominance was short-lived and the practical education. In 2001 the Company initiated Company’s formal role as regulator of, and the development of a Professional Certificate in Auctioneer: David Elswood, Christie’s International Director of Wine spokesman for, the industry gradually fell away Spirits Course by the Wine and Spirit Education as more workable legislation was put in place Trust. -
Illustrated Flora of East Texas Illustrated Flora of East Texas
ILLUSTRATED FLORA OF EAST TEXAS ILLUSTRATED FLORA OF EAST TEXAS IS PUBLISHED WITH THE SUPPORT OF: MAJOR BENEFACTORS: DAVID GIBSON AND WILL CRENSHAW DISCOVERY FUND U.S. FISH AND WILDLIFE FOUNDATION (NATIONAL PARK SERVICE, USDA FOREST SERVICE) TEXAS PARKS AND WILDLIFE DEPARTMENT SCOTT AND STUART GENTLING BENEFACTORS: NEW DOROTHEA L. LEONHARDT FOUNDATION (ANDREA C. HARKINS) TEMPLE-INLAND FOUNDATION SUMMERLEE FOUNDATION AMON G. CARTER FOUNDATION ROBERT J. O’KENNON PEG & BEN KEITH DORA & GORDON SYLVESTER DAVID & SUE NIVENS NATIVE PLANT SOCIETY OF TEXAS DAVID & MARGARET BAMBERGER GORDON MAY & KAREN WILLIAMSON JACOB & TERESE HERSHEY FOUNDATION INSTITUTIONAL SUPPORT: AUSTIN COLLEGE BOTANICAL RESEARCH INSTITUTE OF TEXAS SID RICHARDSON CAREER DEVELOPMENT FUND OF AUSTIN COLLEGE II OTHER CONTRIBUTORS: ALLDREDGE, LINDA & JACK HOLLEMAN, W.B. PETRUS, ELAINE J. BATTERBAE, SUSAN ROBERTS HOLT, JEAN & DUNCAN PRITCHETT, MARY H. BECK, NELL HUBER, MARY MAUD PRICE, DIANE BECKELMAN, SARA HUDSON, JIM & YONIE PRUESS, WARREN W. BENDER, LYNNE HULTMARK, GORDON & SARAH ROACH, ELIZABETH M. & ALLEN BIBB, NATHAN & BETTIE HUSTON, MELIA ROEBUCK, RICK & VICKI BOSWORTH, TONY JACOBS, BONNIE & LOUIS ROGNLIE, GLORIA & ERIC BOTTONE, LAURA BURKS JAMES, ROI & DEANNA ROUSH, LUCY BROWN, LARRY E. JEFFORDS, RUSSELL M. ROWE, BRIAN BRUSER, III, MR. & MRS. HENRY JOHN, SUE & PHIL ROZELL, JIMMY BURT, HELEN W. JONES, MARY LOU SANDLIN, MIKE CAMPBELL, KATHERINE & CHARLES KAHLE, GAIL SANDLIN, MR. & MRS. WILLIAM CARR, WILLIAM R. KARGES, JOANN SATTERWHITE, BEN CLARY, KAREN KEITH, ELIZABETH & ERIC SCHOENFELD, CARL COCHRAN, JOYCE LANEY, ELEANOR W. SCHULTZE, BETTY DAHLBERG, WALTER G. LAUGHLIN, DR. JAMES E. SCHULZE, PETER & HELEN DALLAS CHAPTER-NPSOT LECHE, BEVERLY SENNHAUSER, KELLY S. DAMEWOOD, LOGAN & ELEANOR LEWIS, PATRICIA SERLING, STEVEN DAMUTH, STEVEN LIGGIO, JOE SHANNON, LEILA HOUSEMAN DAVIS, ELLEN D. -
Masons' Material
! ' P . LOCAL NEWS. Best and Worst, “he Olneyville Times “Is this the best wurst you can send & Miss Annle O'Connel!l has taken & po me?" asked the lady who walked into STANTON FARNUM (8 PUBLISHED Al sition with the Providence Gas Co. the meat store with a package of that ARTISIIC WORKERS IN Oloeywille Olneyville, R. 1.. edible in her hand, Square, Rhode Island pensions: Widows “Madam,” answered the meat man, Mvery Friday “it 1s the best wurst we have.” Cranite and Marble. minors, etc. Mary B. Straght. Riverpolnt, “Well, 1t Is the worst [ ever RST~ TYLMKLN XL D G s ss. wurst A large assortment of Monuments and Tablets constantly en hand, Sulesstption Price §l.OO Por Yoear. saw.® ; Plumbers' Slabs, Decoratlons, am sorry to hear Interier Marble etc Advertiomg Rates Sest on Application. Club s making arrange. “1 that. The best Original deslgns The Falka I can do is te.try and send you some and estimates furnished upon application, Sibley, Publisher. tor a banguet, which will lake Inspection 4. F. Editor and mente better wurst froem today's lot; but, as | sollcited. Telephone connection. place early rext mon'h, =X sald, that Is the best wurst we have SALESROOM, MASONS’ e ELECTRIC MILL AND MATERIAL -red ot s Seconn at present. | am sure, however, that Q.W George Farnell has boen appointed ad. the wurst we are now making will not - . estate of the late Street, Providence, R. ministrator of the be any worse than this, and it ought to 143 Westminster For New FRIDAY, DECEMBER 12, 1002 Edward Jackman, be better. -
VOTED BEST MARINA 2017 Comments from the Commodore
MAY - AUGUST 2019 HOME TO THE TAHOE YACHT CLUB VOTED BEST MARINA 2017 Comments from the Commodore ell, it appears that Winter is not quite Gastelum holds down the bar on Sundays. We Wfinished in Tahoe. Skiing at Easter is are bringing on additional staff for the summer pretty rare, but we had it this year–we even to make sure the Club runs smoothly. Summer had some fresh snow on Easter Sunday. With hours begin Memorial Day weekend and the the record snowfall, it appears that we will still Clubhouse will be open every day. be skiing on the Fourth of July! I just returned Summer brings the Over-the-Bottom series from a day of skiing. Now to finish planning for power boaters. The kick off party is June 14 for the rest of our summer calendar of events. with the first on the water event on Saturday, It looks like we will soon be turning in the June 15. The Trans Tahoe sailing race is June snow shovels and ski boots for paddle boards 21-22. The annual Concours d’Elegance will and flip-flops. be held August 9-10 back again at the Obexer’s Looking back on a fun filled winter at the Marina. Tahoe Yacht Club, I remember just how much The Tahoe Yacht Club is continuing to sup- we enjoyed a wide range of events. Karaoke port the Tahoe City Commons Beach Concert Night was a huge success–our members have Margaret Holiday series. We will have a booth at the June 30 tremendous enthusiasm and matching amounts concert. -
Skipton 2017
SKIPTON 2017 NORTHERN AREA TEXEL SHEEP BREEDERS Show & Sale 0f 542 PEDIGREE TEXEL SHEEP (MAEDI VISNA ACCREDITED) at SKIPTON AUCTION MART NORTH YORKSHIRE th th Thursday 14 September & Friday 15 September 2017 Official Auctioneers: CRAVEN CATTLE MARTS LTD Livestock & Agricultural Auctioneers & Valuers Gargrave Road, Skipton, North Yorkshire BD23 1UD Tel: 01756 792375 www.ccmauctions.com Date received……………………… Number [ ] Northern Area Texel Sheep Breeders’ Club Membership Application Form The Committee of the NATSB has agreed to keep a waiting list of prospective members who reside outside the club area, and therefore are not eligible for automatic membership. If you live OUTSIDE the Club postal code areas, which are: NE/ SR/ DH/ DL/ TS/ BD/ HG/ YO/ LS/ HU/ HD/ HX/ WF/ DN you may apply to be placed onto the waiting list. Please note: 1. No application is guaranteed membership status either now or in the future. 2. Applications will only be accepted on this form. No phone, fax or email applications. 3. Applications will be placed in strict order of receipt onto a waiting list. NAME……………………………………………………………………… ADDRESS………………………………………………………………… ……………………………………………………………………………… ……………………………………………………………………………… POSTCODE………………………….... TEL(inc.STD)………………..………… SIGNED………………………………………………………… Please tear out the form, complete and return by post to the Secretary: c/o Pear Tree Farm, Battersby, Gt. Ayton, North Yorkshire TS9 6LU NORTHERN AREA TEXEL SHEEP BREEDERS TEXEL SALE 2017 PROGRAMME THURSDAY 14th SEPTEMBER INSPECTION (ALL SHEEP) STRICTLY 9.30am – 12.00noon -
Beverage Menu
White Glass Bottle ERNIE ELS BIG EASY WHITE 58 228 Light, semi dry and buttery sensation, great hints of sweet tropical fruit ERNIE ELS SAUVIGNON BLANC 268 Dry, fruit driven white wine with decent layers of acidity Red ERNIE ELS BIG EASY RED 58 228 Light spice, semi dry with a blend of ERNIE ELS MERLOT 388 Dry medium body with hints of plum and dark chocolate ERNIE ELS CABERNET SAUVIGNON 428 Dry minerality with hints of vanilla and great tannins Champagne and Sparkling Wine MOËT & CHANDON BRUT IMPÉRIAL 580 CHEVALIER CHARDONNAY BRUT NV 380 House Pouring Wine JACOB’S CREEK CHARDONNAY 32 168 JACOB’S CREEK MERLOT 32 168 Els Collection from Stellenbosch It all started in 1999 when Ernie Els and the award winning winemaker, Louis Strydom started to develop Ernie Els Wines. With consistent dedication and perseverance, the collection has won numerous awards and has become a wine loved by many. As some say – all dreams man seeks for perfection. We trust that you will enjoy a hint of perfection when sampling from the Els collection. All prices are in Ringgit Malaysia and subject to 6% SST and 10% Service Charge White Wine Glass Bottle SAUVIGNON BLANC, CLOUDY BAY 348 New Zealand VINO CONO SUR TOCORNAL CHARDONNAY 182 Chilean LE CHALLENGE BLANC 182 France TRAPICHE ASTICA TORRONTÉS 182 Argentina Red Wine SHIRAZ, REDVALE 188 Australia FALCONHEAD HAWKERS BAY MERLOT/CABERNET 208 New Zealand MALBEC, TRAPICHE 178 Argentina Spirit All standard Measures are 30 ml APÉRITIF 25 Campari • Martini (Dry, Bianco, Rosso) Bourbon JACK DANIEL’S 28 328 Whisky JOHNNIE -
India Urban Infrastructure Report 2020
Research India Urban Infrastructure knightfrank.co.in/research Report 2020 Special Focus on Mumbai Transport Infrastructure with Key Impact Markets INDIA URBAN INFRASTRUCTURE REPORT 2020 Mumbai HO Knight Frank (India) Pvt. Ltd. Paville House, Near Twin Towers Off. Veer Savarkar Marg, Prabhadevi Mumbai 400 025, India Tel: +91 22 6745 0101 / 4928 0101 Bengaluru Knight Frank (India) Pvt. Ltd. 204 & 205, 2nd Floor, Embassy Square #148 Infantry Road Bengaluru 560001, India Tel: +91 80 4073 2600 / 2238 5515 Pune Knight Frank (India) Pvt. Ltd. Unit No.701, Level 7, Pentagon Towers P4 Magarpatta City, Hadapsar Pune 411 013, India Tel: +91 20 6749 1500 / 3018 8500 Chennai Knight Frank (India) Pvt. Ltd. 1st Floor, Centre block, Sunny Side 8/17, Shafee Mohammed Road Nungambakkam, Chennai 600 006, India Tel: +91 44 4296 9000 Gurgaon Knight Frank (India) Pvt. Ltd. Office Address: 1505-1508, 15th Floor, Tower B Signature Towers South City 1 Gurgaon 122 001, India Tel: +91 124 4782 700 Hyderabad Knight Frank (India) Pvt. Ltd. SLN Terminus, Office No. 06-01, 5th Floor Survey No. 133, Gachibowli Hyderabad – 500032, India Tel: +91 40 4455 4141 Kolkata Knight Frank (India) Pvt. Ltd. PS Srijan Corporate Park Unit Number – 1202A, 12th Floor Block – EP & GP, Plot Number - GP 2 Sector – V, Salt Lake, Kolkata 700 091, India Tel: +91 33 6652 1000 Ahmedabad Knight Frank (India) Pvt. Ltd. Unit Nos. 407 & 408, Block ‘C’, The First B/H Keshav Baugh Party Plot Vastrapur, Ahmedabad – 380015 Tel: +91 79 4894 0259 / 4038 0259 www.knightfrank.co.in/research 2 INDIA URBAN INFRASTRUCTURE REPORT 2020 CONTENTS 1 2 3 The Urbanisation Challenges of Regulating Phenomenon Sustainability and Urbanisation in India Liveability Page no......................... -
List of Slum Cluster 2015
SLUM CLUSTER LIST 2015 Slum Rehabilitation Authority, Mumbai OBJECTID CLUSTER_ID WARD VILLAGE TALUKA DISTRICT SLUM NAME AREA (Sq. M.) 1 A_001 A COLABA COLABA MUMBAI GANESH MURTHI NAGAR 120771.23 2 A_005 A FORT COLABA MUMBAI BANGALIPURA 318.50 3 A_006 A FORT COLABA MUMBAI NARIMAN NAGAR 14315.98 4 A_007 A FORT COLABA MUMBAI MACHIMAR NAGAR 37181.09 5 A_009 A COLABA COLABA MUMBAI GEETA NAGAR 26501.21 6 B_021 B PRINCESS DOCK COLABA MUMBAI DANA BANDAR 939.53 7 B_022 B PRINCESS DOCK COLABA MUMBAI DANA BANDAR 1292.90 8 B_023 B PRINCESS DOCK COLABA MUMBAI DANA BANDAR 318.67 9 B_029 B MANDVI COLABA MUMBAI MANDVI 1324.71 10 B_034 B PRINCESS DOCK COLABA MUMBAI NALABANDAR JOPAD PATTI 600.14 11 B_039 B PRINCESS DOCK COLABA MUMBAI JHOPDAS 908.47 12 B_045 B PRINCESS DOCK COLABA MUMBAI INDRA NAGAR 1026.09 13 B_046 B PRINCESS DOCK COLABA MUMBAI MAZGAON 1541.46 14 B_047 B PRINCESS DOCK COLABA MUMBAI SUBHASHCHANDRA BOSE NAGAR 848.16 15 B_049 B PRINCESS DOCK COLABA MUMBAI MASJID BANDAR 277.27 16 D_001 D MALABAR HILL COLABA MUMBAI MATA PARVATI NAGAR 21352.02 17 D_003 D MALABAR HILL COLABA MUMBAI BRANHDHARY 1597.88 18 D_006 D MALABAR HILL COLABA MUMBAI PREM NAGAR 3211.09 19 D_007 D MALABAR HILL COLABA MUMBAI NAVSHANTI NAGAR 4013.82 20 D_008 D MALABAR HILL COLABA MUMBAI ASHA NAGAR 1899.04 21 D_009 D MALABAR HILL COLABA MUMBAI SIMLA NAGAR 9706.69 22 D_010 D MALABAR HILL COLABA MUMBAI SHIVAJI NAGAR 1841.12 23 D_015A D GIRGAUM COLABA MUMBAI SIDHDHARTH NAGAR 2189.50 Page 1 of 101 SLUM CLUSTER LIST 2015 Slum Rehabilitation Authority, Mumbai OBJECTID CLUSTER_ID WARD VILLAGE TALUKA DISTRICT SLUM NAME AREA (Sq. -
Interpretations of Fear and Anxiety in Gothic-Postmodern Fiction: an Analysis of the Secret History by Donna Tartt
Cleveland State University EngagedScholarship@CSU ETD Archive 2013 Interpretations of Fear and Anxiety in Gothic-Postmodern Fiction: an Analysis of the Secret History by Donna Tartt Stacey A. Litzler Cleveland State University Follow this and additional works at: https://engagedscholarship.csuohio.edu/etdarchive Part of the English Language and Literature Commons How does access to this work benefit ou?y Let us know! Recommended Citation Litzler, Stacey A., "Interpretations of Fear and Anxiety in Gothic-Postmodern Fiction: an Analysis of the Secret History by Donna Tartt" (2013). ETD Archive. 842. https://engagedscholarship.csuohio.edu/etdarchive/842 This Thesis is brought to you for free and open access by EngagedScholarship@CSU. It has been accepted for inclusion in ETD Archive by an authorized administrator of EngagedScholarship@CSU. For more information, please contact [email protected]. INTERPRETATIONS OF FEAR AND ANXIETY IN GOTHIC-POSTMODERN FICTION: AN ANALYSIS OF THE SECRET HISTORY BY DONNA TARTT STACEY A. LITZLER Bachelor of Science in Business Indiana University May 1989 Submitted in partial fulfillment of the requirements for the degree of MASTER OF ARTS IN ENGLISH Cleveland State University December 2013 We hereby approve this thesis of STACEY A. LITZLER Candidate for the Master of Arts in English degree for the Department of ENGLISH and the CLEVELAND STATE UNIVERSITY College of Graduate Studies. _________________________________________________________________ Thesis Chairperson, Dr. Frederick Karem _____________________________________________ -
January 30, 2019 the Honorable Betsy Devos Secretary Department
January 30, 2019 The Honorable Betsy DeVos Secretary Department of Education 400 Maryland Avenue Washington, DC 20202 via electronic submission Re: Docket No. ED-2018-OCR-0064, RIN 1870-AA14, Nondiscrimination on the Basis of Sex in Education Programs or Activities Receiving Federal Financial Assistance Dear Secretary DeVos: Title IX is essential to ensuring that our schools are free from discrimination, including sexual harassment and violence. But the Department of Education’s proposed changes would weaken students’ Title IX protections by narrowing the definition of sexual harassment to potentially exclude much of the abuse students experience and by limiting when schools will respond to reports of sexual harassment and violence. In addition, the rule would put in place school processes that make it harder for students to come forward and receive the support they need when they experience sexual harassment or assault. These changes would ultimately make our schools less safe. As Secretary of Education, you have the power to address this critical civil rights issue and help make schools safer and more equitable for all students. I join with the American Association of University Women (AAUW) in urging you to withdraw the Notice of Proposed Rulemaking on Title IX and to work to ensure schools protect students from sex discrimination by fully enforcing, not rolling back, Title IX’s protections. Signed, Dr. Rachel B. Aarons Las Encinas Road Santa Barbara, CA 93101 Marilyn Abariotes 2222 Jackson St. Blair, NE 68008 Alexandra Abel 17014 Berendo Ave Unit C Gardena, CA 90247 Ms. Olga Abella 12129 N 675th St Robinson, IL 62454 Ms.