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Artificial Intelligence in Health Care: the Hope, the Hype, the Promise, the Peril
Artificial Intelligence in Health Care: The Hope, the Hype, the Promise, the Peril Michael Matheny, Sonoo Thadaney Israni, Mahnoor Ahmed, and Danielle Whicher, Editors WASHINGTON, DC NAM.EDU PREPUBLICATION COPY - Uncorrected Proofs NATIONAL ACADEMY OF MEDICINE • 500 Fifth Street, NW • WASHINGTON, DC 20001 NOTICE: This publication has undergone peer review according to procedures established by the National Academy of Medicine (NAM). Publication by the NAM worthy of public attention, but does not constitute endorsement of conclusions and recommendationssignifies that it is the by productthe NAM. of The a carefully views presented considered in processthis publication and is a contributionare those of individual contributors and do not represent formal consensus positions of the authors’ organizations; the NAM; or the National Academies of Sciences, Engineering, and Medicine. Library of Congress Cataloging-in-Publication Data to Come Copyright 2019 by the National Academy of Sciences. All rights reserved. Printed in the United States of America. Suggested citation: Matheny, M., S. Thadaney Israni, M. Ahmed, and D. Whicher, Editors. 2019. Artificial Intelligence in Health Care: The Hope, the Hype, the Promise, the Peril. NAM Special Publication. Washington, DC: National Academy of Medicine. PREPUBLICATION COPY - Uncorrected Proofs “Knowing is not enough; we must apply. Willing is not enough; we must do.” --GOETHE PREPUBLICATION COPY - Uncorrected Proofs ABOUT THE NATIONAL ACADEMY OF MEDICINE The National Academy of Medicine is one of three Academies constituting the Nation- al Academies of Sciences, Engineering, and Medicine (the National Academies). The Na- tional Academies provide independent, objective analysis and advice to the nation and conduct other activities to solve complex problems and inform public policy decisions. -
Practical Ecommerce Publisher
C;>7<J>9:ID Z8DBB:G8: FEBRUARY/MARCH 2007 • $9.95 : 1. Getting Started Securing a domain name .Com, .net or other? I½H>CH>9 2. Web Sites For Service Businesses Why you need a Web site L=6 Ideas to help you get started 3. Selling Products Online Basic steps to doing business on the Internet Using eBay, Amazon and Overstock 4. Online Shopping Carts What the options are Tips from the experts 5. Staying Secure Spotting fraudulent credit cards How to Protection from data theft 6. Hiring A Web Developer the Using predesigned templates Harness Tips on selecting a Web site developer 7. Selecting A Web Host Why a host is important Differences among service options Internet 8. E-mail Marketing to Revolutionize Improve communication with customers No special skills are required 9. Search Engines The importance of being found Paid search vs. organic results Your Business www.NFIB.com SUPPLEMENTC1 TO MyBUSINESS MAGAZINE nfib-authorizenet-outlines.pdf 1/4/2007 4:33:08 PM C M Y CM MY CY CMY K C2 NFIB Guide to eCommerce | February/March 2007 2 Our First Small Business Guide A Letter from NFIB President Todd Stottlemyer 3 Contents Domain Name Basics Establishing a name for your Web site is an easy process 5 NFIB Guide to eCommerce is published Web Sites For Service Businesses as a benefit for NFIB’s members. An online presence can help you compete with major franchises TODD STOTTLEMYER President 7 JEFF KOCH Vice President of Member Benefits Selling Products Online What does a business need to launch an ecommerce business? Susan RidGE Vice President of Communications DAVid SilVerman 10 Vice President of Sales and Marketing Shopping Cart Options BOB DAVIS 10 steps to making the right choice Director of Marketing RITA TALLENT 14 Senior Marketing Editor/Writer 800-NFIB-NOW, nfib.com Credit Card Fraud Is a Manageable Risk Two types of fraud for online merchants Practical eCommerce serves small-to- 16 midsize businesses with sensible articles and advice to help improve their online Is It Time To Hire A Web site Developer? operations. -
Science Committee
SCIENCE COMMITTEE TERMS OF REFERENCE (Approved by the Board on 19 December 2016) (Established from 1 January 2017. Last updated on 6 May 2021) Role The Committee supports the Board in its understanding of the key strategic themes, upon which the Company’s R&D strategy is based, and of any external transactions, by performing in depth reviews of the underlying scientific assumptions to give the Board technical assurance. It also undertakes more in depth risk oversight of R&D related risks. Membership Chairman Dr Jesse Goodman Members Charles Bancroft Dr Laurie Glimcher Generally in Company Chairman attendance Chief Executive Officer (“CEO”) at each meeting: Chief Scientific Officer and President R&D (“CSO”) President, Global Vaccines In attendance as Independent senior external scientific adviser(s) as required: Chief Financial Officer Chief Medical Officer SVP, Head of Audit & Assurance SVP, Global Ethics & Compliance Other Company executives Secretary Company Secretary Constitution 1. The Board has established a Committee of the Board known as the Science Committee (the "Committee"). Membership 2. The Committee shall comprise a minimum of three Non-Executive Directors of the Company appointed by the Board. 3. The Committee Chairman shall be a Non-Executive Director, designated as a Scientific and Medical Expert, appointed by the Board following receipt of a proposal from the Nominations 1 Science Committee Terms of Reference & Corporate Governance Committee. 4. The Committee Chairman, in collaboration with the CSO and CEO, shall review membership of the Committee annually, as part of the annual performance evaluation of the Committee. Quorum 5. The quorum shall be three members. -
Computational Thinking's Influence on Research and Education For
Computational thinking’s influence on research and education for all Influenza del pensiero computazionale nella ricerca e nell’educazione per tutti Jeannette M. Wing Columbia University, New York, N.Y., USA, [email protected] HOW TO CITE Wing, J.M. (2017). Computational thinking’s influence on research and education for all. Italian Journal of Educational Technology, 25(2), 7-14. doi: 10.17471/2499-4324/922 ABSTRACT Computer science has produced, at an astonishing and breathtaking pace, amazing technology that has transformed our lives with profound economic and societal impact. In the course of the past ten years, we have come to realize that computer science offers not just useful software and hardware artifacts, but also an intellectual framework for thinking, what I call “computational thinking”. Everyone can benefit from thinking computationally. My grand vision is that computational thinking will be a fundamental skill—just like reading, writing, and arithmetic—used by everyone by the middle of the 21st Century. KEYWORDS Computational Thinking, Education, Curriculum. SOMMARIO L’informatica ha prodotto, a un ritmo sorprendente e mozzafiato, una straordinaria tecnologia che ha profondamente trasformato le nostre vite con importanti conseguenze economiche e sociali. Negli ultimi dieci anni ci si è resi conto che l’informatica non solo offre utili artefatti software e hardware, ma anche un paradigma di ragionamento che chiamo “pensiero computazionale”. Ognuno di noi può trarre vantaggio dal pensare in modo computazionale. Mi aspetto che il pensiero computazionale costituirà un’abilità fondamentale - come leggere, scrivere e far di conto – che verrà utilizzata da tutti entro la prima metà del XXI secolo. -
JMP Securities Elite 80 Report (Formerly Super 70)
Cybersecurity, Data Management & ,7 Infrastructure FEBRUARY 201 ELITE 80 THE HOTTEST PRIVATELY HELD &<%(5SECURITY, '$7$0$1$*(0(17 AND ,7,1)5$6758&785( COMPANIES &RS\ULJKWWLWLSRQJSZO6KXWWHUVWRFNFRP Erik Suppiger Patrick Walravens Michael Berg [email protected] [email protected] [email protected] (415) 835-3918 (415) 835-8943 (415)-835-3914 FOR DISCLOSURE AND FOOTNOTE INFORMATION, REFER TO JMP FACTS AND DISCLOSURES SECTION. Cybersecurity, Data Management & IT Infrastructure TABLE OF CONTENTS Executive Summary ............................................................................................................................ 4 Top Trends and Technological Changes ............................................................................................ 5 Funding Trends ................................................................................................................................ 11 Index by Venture Capital Firm .......................................................................................................... 17 Actifio ................................................................................................................................................ 22 Alert Logic ......................................................................................................................................... 23 AlgoSec ............................................................................................................................................ 24 AnchorFree ...................................................................................................................................... -
Notice of Meeting for the Eighteenth Annual General Meeting (AGM) of Glaxosmithkline Plc
GlaxoSmithKline plc Image HIV virus Notice of Annual General Meeting Thursday 3 May 2018 at 2.30pm This document is important and requires your immediate attention. If you are in any doubt as to what action you should take, you should consult your stockbroker, bank manager, solicitor, accountant or other independent professional adviser immediately. If you have sold or otherwise transferred all of your shares, please pass this document, together with the accompanying documents, to the purchaser or transferee, or to the person who arranged the sale or transfer so they can pass these documents to the person who now holds the shares. 2 29 March 2018 To the holders of the company’s Ordinary Shares and American Depositary Shares. Dear Shareholder, Annual General Meeting 2018 I am pleased to enclose the Notice of Meeting for the eighteenth Annual General Meeting (AGM) of GlaxoSmithKline plc. The AGM will be held on Thursday 3 May 2018 at 2.30pm at the QEII Centre, Broad Sanctuary, Westminster, London SW1P 3EE. If you will not be attending, you may appoint a proxy by completing and returning the enclosed proxy form. Alternatively, you may appoint a proxy electronically via www.shareview.co.uk, www.sharevote.co.uk or, if you hold your shares in CREST, via the CREST system. Notice of your appointment of a proxy should reach the company’s registrar, Equiniti, by 2.30pm on Tuesday 1 May 2018. If you hold your shares through a nominee service, please contact the nominee service provider regarding the process for appointing a proxy. Included in the business of the AGM are resolutions to receive and adopt the Directors’ Report and the Financial Statements for 2017, to approve the Annual report on remuneration for the year ended 31 December 2017 and to confirm the appointment of Deloitte LLP as the company’s auditors. -
Out of the Ordinary: Finding Hidden Threats by Analyzing Unusual
RAND-INITIATED RESEARCH CHILD POLICY This PDF document was made available CIVIL JUSTICE from www.rand.org as a public service of EDUCATION the RAND Corporation. ENERGY AND ENVIRONMENT HEALTH AND HEALTH CARE Jump down to document6 INTERNATIONAL AFFAIRS NATIONAL SECURITY The RAND Corporation is a nonprofit POPULATION AND AGING research organization providing PUBLIC SAFETY SCIENCE AND TECHNOLOGY objective analysis and effective SUBSTANCE ABUSE solutions that address the challenges TERRORISM AND facing the public and private sectors HOMELAND SECURITY TRANSPORTATION AND around the world. INFRASTRUCTURE Support RAND Purchase this document Browse Books & Publications Make a charitable contribution For More Information Visit RAND at www.rand.org Explore RAND-Initiated Research View document details Limited Electronic Distribution Rights This document and trademark(s) contained herein are protected by law as indicated in a notice appearing later in this work. This electronic representation of RAND intellectual property is provided for non- commercial use only. Permission is required from RAND to reproduce, or reuse in another form, any of our research documents. This product is part of the RAND Corporation monograph series. RAND monographs present major research findings that address the challenges facing the public and private sectors. All RAND mono- graphs undergo rigorous peer review to ensure high standards for research quality and objectivity. Out of the Ordinary Finding Hidden Threats by Analyzing Unusual Behavior JOHN HOLLYWOOD, DIANE SNYDER, KENNETH McKAY, JOHN BOON Approved for public release, distribution unlimited This research in the public interest was supported by RAND, using discretionary funds made possible by the generosity of RAND's donors, the fees earned on client-funded research, and independent research and development (IR&D) funds provided by the Department of Defense. -
Completeandleft
MEN WOMEN 1. BA Bryan Adams=Canadian rock singer- Brenda Asnicar=actress, singer, model=423,028=7 songwriter=153,646=15 Bea Arthur=actress, singer, comedian=21,158=184 Ben Adams=English singer, songwriter and record Brett Anderson=English, Singer=12,648=252 producer=16,628=165 Beverly Aadland=Actress=26,900=156 Burgess Abernethy=Australian, Actor=14,765=183 Beverly Adams=Actress, author=10,564=288 Ben Affleck=American Actor=166,331=13 Brooke Adams=Actress=48,747=96 Bill Anderson=Scottish sportsman=23,681=118 Birce Akalay=Turkish, Actress=11,088=273 Brian Austin+Green=Actor=92,942=27 Bea Alonzo=Filipino, Actress=40,943=114 COMPLETEandLEFT Barbara Alyn+Woods=American actress=9,984=297 BA,Beatrice Arthur Barbara Anderson=American, Actress=12,184=256 BA,Ben Affleck Brittany Andrews=American pornographic BA,Benedict Arnold actress=19,914=190 BA,Benny Andersson Black Angelica=Romanian, Pornstar=26,304=161 BA,Bibi Andersson Bia Anthony=Brazilian=29,126=150 BA,Billie Joe Armstrong Bess Armstrong=American, Actress=10,818=284 BA,Brooks Atkinson Breanne Ashley=American, Model=10,862=282 BA,Bryan Adams Brittany Ashton+Holmes=American actress=71,996=63 BA,Bud Abbott ………. BA,Buzz Aldrin Boyce Avenue Blaqk Audio Brother Ali Bud ,Abbott ,Actor ,Half of Abbott and Costello Bob ,Abernethy ,Journalist ,Former NBC News correspondent Bella ,Abzug ,Politician ,Feminist and former Congresswoman Bruce ,Ackerman ,Scholar ,We the People Babe ,Adams ,Baseball ,Pitcher, Pittsburgh Pirates Brock ,Adams ,Politician ,US Senator from Washington, 1987-93 Brooke ,Adams -
Resolution Notice (PDF: 67KB)
NOTICE: This is a translation of a notice in Japanese issued on June 23, 2017 and is made solely for the convenience of foreign shareholders. In the case of any discrepancy between the translation and the Japanese original, the latter shall prevail. Securities code: 4536 June 23, 2017 RESOLUTION NOTICE OF THE 105TH ANNUAL GENERAL MEETING OF SHAREHOLDERS OF SANTEN PHARMACEUTICAL CO., LTD. Dear Shareholder: We hereby inform you of the reports and the resolutions that were made, as set forth below, in the 105th Annual General Meeting of Shareholders of the Company that was held today. Reports: 1. Reports on the Business Report, Consolidated Financial Statements and Financial Statements for the 105th Business Term (April 1, 2016 to March 31, 2017) 2. Reports on the Audit Reports by the Accounting Auditors and the Board of Corporate Auditors on the Consolidated Financial Statements for the 105th Business Term (April 1, 2016 to March 31, 2017) As regards the items set forth above, the contents thereof were reported. Resolved Items: Proposal No. 1: Appropriation of Surplus As regards this item, the term-end dividends of profits were resolved to be JPY 13 per share as per the original proposal. Consequently, the total dividends for the annual business term, including the interim dividends previously distributed are JPY 26 per share. Proposal No. 2: Appointment of Seven (7) Directors As regards this item, Akira Kurokawa, Takeshi Ito, Akihiro Tsujimura, Shigeo Taniuchi, Takayuki Katayama, Kanoko Oishi and Yutaro Shintaku were appointed as per the original proposal; each of them assumed their respective offices. Takayuki Katayama, Kanoko Oishi and Yutaro Shintaku are Outside Directors. -
Database Software Market: Billy Fitzsimmons +1 312 364 5112
Equity Research Technology, Media, & Communications | Enterprise and Cloud Infrastructure March 22, 2019 Industry Report Jason Ader +1 617 235 7519 [email protected] Database Software Market: Billy Fitzsimmons +1 312 364 5112 The Long-Awaited Shake-up [email protected] Naji +1 212 245 6508 [email protected] Please refer to important disclosures on pages 70 and 71. Analyst certification is on page 70. William Blair or an affiliate does and seeks to do business with companies covered in its research reports. As a result, investors should be aware that the firm may have a conflict of interest that could affect the objectivity of this report. This report is not intended to provide personal investment advice. The opinions and recommendations here- in do not take into account individual client circumstances, objectives, or needs and are not intended as recommen- dations of particular securities, financial instruments, or strategies to particular clients. The recipient of this report must make its own independent decisions regarding any securities or financial instruments mentioned herein. William Blair Contents Key Findings ......................................................................................................................3 Introduction .......................................................................................................................5 Database Market History ...................................................................................................7 Market Definitions -
Virtualization Technologies Overview Course: CS 490 by Mendel
Virtualization technologies overview Course: CS 490 by Mendel Rosenblum Name Can boot USB GUI Live 3D Snaps Live an OS on mem acceleration hot of migration another ory runnin disk alloc g partition ation system as guest Bochs partially partially Yes No Container s Cooperati Yes[1] Yes No No ve Linux (supporte d through X11 over networkin g) Denali DOSBox Partial (the Yes No No host OS can provide DOSBox services with USB devices) DOSEMU No No No FreeVPS GXemul No No Hercules Hyper-V iCore Yes Yes No Yes No Virtual Accounts Imperas Yes Yes Yes Yes OVP (Eclipse) Tools Integrity Yes No Yes Yes No Yes (HP-UX Virtual (Integrity guests only, Machines Virtual Linux and Machine Windows 2K3 Manager in near future) (add-on) Jail No Yes partially Yes No No No KVM Yes [3] Yes Yes [4] Yes Supported Yes [5] with VMGL [6] Linux- VServer LynxSec ure Mac-on- Yes Yes No No Linux Mac-on- No No Mac OpenVZ Yes Yes Yes Yes No Yes (using Xvnc and/or XDMCP) Oracle Yes Yes Yes Yes Yes VM (manage d by Oracle VM Manager) OVPsim Yes Yes Yes Yes (Eclipse) Padded Yes Yes Yes Cell for x86 (Green Hills Software) Padded Yes Yes Yes No Cell for PowerPC (Green Hills Software) Parallels Yes, if Boot Yes Yes Yes DirectX 9 Desktop Camp is and for Mac installed OpenGL 2.0 Parallels No Yes Yes No partially Workstati on PearPC POWER Yes Yes No Yes No Yes (on Hypervis POWER 6- or (PHYP) based systems, requires PowerVM Enterprise Licensing) QEMU Yes Yes Yes [4] Some code Yes done [7]; Also supported with VMGL [6] QEMU w/ Yes Yes Yes Some code Yes kqemu done [7]; Also module supported -
Counter-Forensic Privacy Tools a Forensic Evaluation
Counter-Forensic Privacy Tools A Forensic Evaluation Matthew Geiger, Lorrie Faith Cranor June 2005 CMU-ISRI-05-119 Institute for Software Research, International, Carnegie Mellon University School of Computer Science Carnegie Mellon University Pittsburgh, PA 15213-3890 Abstract Modern operating systems and the applications that run on them generate copious amounts of data about their users’ activity. Users are increasingly aware of their privacy exposure from these records and from digital artifacts that linger after files are “deleted” on computers they use. Efforts to redress this privacy exposure have spawned a range of counter-forensic privacy tools – software designed to irretrievably eliminate records of computer system usage and other sensitive data. In this paper, we use forensic tools and techniques to evaluate the effectiveness of six counter-forensic software packages. The results highlight some significant shortfalls in the implementation and approach of these tools, leading to privacy concerns about the exposure of sensitive data. The findings also raise questions about the level of privacy protection that is realistic to expect from these tools, and others that take a similar approach. TABLE OF CONTENTS Introduction ........................................................................................3 Background.........................................................................................5 Testing Methodology.............................................................................7 Privacy tool testing...............................................................................9