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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. -
Tianjin Travel Guide
Tianjin Travel Guide Travel in Tianjin Tianjin (tiān jīn 天津), referred to as "Jin (jīn 津)" for short, is one of the four municipalities directly under the Central Government of China. It is 130 kilometers southeast of Beijing (běi jīng 北京), serving as Beijing's gateway to the Bohai Sea (bó hǎi 渤海). It covers an area of 11,300 square kilometers and there are 13 districts and five counties under its jurisdiction. The total population is 9.52 million. People from urban Tianjin speak Tianjin dialect, which comes under the mandarin subdivision of spoken Chinese. Not only is Tianjin an international harbor and economic center in the north of China, but it is also well-known for its profound historical and cultural heritage. History People started to settle in Tianjin in the Song Dynasty (sòng dài 宋代). By the 15th century it had become a garrison town enclosed by walls. It became a city centered on trade with docks and land transportation and important coastal defenses during the Ming (míng dài 明代) and Qing (qīng dài 清代) dynasties. After the end of the Second Opium War in 1860, Tianjin became a trading port and nine countries, one after the other, established concessions in the city. Historical changes in past 600 years have made Tianjin an unique city with a mixture of ancient and modem in both Chinese and Western styles. After China implemented its reforms and open policies, Tianjin became one of the first coastal cities to open to the outside world. Since then it has developed rapidly and become a bright pearl by the Bohai Sea. -
Vanpool Program, 2017-2022 500
DRAFT Table of Contents 1. Introduction ................................................................................................................. 1 2. The Agency .................................................................................................................. 5 3. Service Characteristics ................................................................................................ 7 4. Facilities ..................................................................................................................... 17 5. Fleet ........................................................................................................................... 25 6. Technology ................................................................................................................ 27 7. Transportation Demand Management/Transportation System Management ........ 31 8. System Performance & Market ................................................................................. 39 9. Service Plan ............................................................................................................... 51 10. Capital Plan ................................................................................................................ 77 11. Financial Plan ............................................................................................................. 91 12. The Route Ahead ..................................................................................................... 107 Appendix A: Environmental Determination -
Rolling Stock Orders: Who
THE INTERNATIONAL LIGHT RAIL MAGAZINE HEADLINES l Toronto’s streetcar advocates fight back l UK’s Midland Metro expansion approved l Democrats propose more US light rail ROLLING STOCK ORDERS: WHO... WHAT... HOW MUCH? Ukrainian tramways under the microscope US streetcar trends: Mixed fleets: How technology Lessons from is helping change over a century 75 America’s attitude of experience to urban rail in Budapest APRIL 2012 No. 892 1937–2012 WWW. LRTA . ORG l WWW. TRAMNEWS . NET £3.80 TAUT_April12_Cover.indd 1 28/2/12 09:20:59 TAUT_April12_UITPad.indd 1 28/2/12 12:38:16 Contents The official journal of the Light Rail Transit Association 128 News 132 APRIL 2012 Vol. 75 No. 892 Toronto light rail supporters fight back; Final approval for www.tramnews.net Midland Metro expansion; Obama’s budget detailed. EDITORIAL Editor: Simon Johnston 132 Rolling stock orders: Boom before bust? Tel: +44 (0)1832 281131 E-mail: [email protected] With packed order books for the big manufacturers over Eaglethorpe Barns, Warmington, Peterborough PE8 6TJ, UK. the next five years, smaller players are increasing their Associate Editor: Tony Streeter market share. Michael Taplin reports. E-mail: [email protected] 135 Ukraine’s road to Euro 2012 Worldwide Editor: Michael Taplin Flat 1, 10 Hope Road, Shanklin, Isle of Wight PO37 6EA, UK. Mike Russell reports on tramway developments and 135 E-mail: [email protected] operations in this former Soviet country. News Editor: John Symons 140 The new environment for streetcars 17 Whitmore Avenue, Werrington, Stoke-on-Trent, Staffs ST9 0LW, UK. -
PRIMOVE – Wireless Electrification
Wireless Electrification Eighth International Hydrail Conference Ryerson University – Centre for Urban PRIVATE AND CONFIDENTIAL PRIVATE AND Energy, Toronto, Canada © Bombardier Inc. or its subsidiaries. All rights reserved. 2013.06.11 & 12 Tim Dickson, Ph.D., P. Eng Agenda 1 BOMBARDIER OVERVIEW 2 MEGATRENDS 3 INTRODUCTION TO PRIMOVE 4 ANSWERS TO QUESTIONS PRIVATE AND CONFIDENTIAL PRIVATE AND © Bombardier Inc. or its subsidiaries. All rights reserved. BOMBARDIER Overview PRIVATE AND CONFIDENTIAL PRIVATE AND Bombardier is the world’s only manufacturer of both planes and trains, with a worldwide workforce of 70,000* people. © Bombardier Inc. or its subsidiaries. All rights reserved. Bombardier is headquartered in Montréal, Canada. Our shares are traded on the Toronto Stock Exchange (BBD) and we are listed on the Dow Jones Sustainability World and North America indexes. In the fiscal year ended December 31, 2011, we posted revenues of $18.3 billion USD with 93% of revenues generated outside Canada. * as at December 31, 2011 3 BOMBARDIER Overview 1942-1973 1974-1985 1986-1993 Strategic 1993-2003 2003- Acquisitions . Company . Diversification . Entry into . Aerospace: . CRJ Series, . CRJ NextGen start-up into mass aerospace Short Brothers Global family, transit market through (UK), Express, Learjet 85, . Development Canadair Learjet (US), de Challenger 300 Q400 NextGen, of passenger . Learning of new acquisition Havilland (CA) CSeries, and personal industry . Tilting train, Global 7000, snowmobiles . Consolidation of . Transportation: AGC (Autorail . 1982 New York Global 8000 CONFIDENTIAL PRIVATE AND North American BN (BE), Grande . Vertical metro contract mass transit ANF (FR), Capacité) . Hybrid AGC, integration secured strong position and Deutsche ZEFIRO, ECO4 position in . -
Sound Transit 4
1 of 19 Funding Application Competition Regional FTA Application Type Main Competition Status submitted Submitted: April 24th, 2020 4:00 PM Prepopulated with screening form? No Project Information 1. Project Title Buses for the New SR 522/NE 145th Bus Rapid Transit Service 2. Regional Transportation Plan ID 42 3. Sponsoring Agency Sound Transit 4. Cosponsors N/A 5. Does the sponsoring agency have "Certification Acceptance" status from WSDOT? N/A 6. If not, which agency will serve as your CA sponsor? N/A 7. Is your agency a designated recipient for FTA funds? Yes 8. Designated recipient concurrence Not applicable. Contact Information 1. Contact name Monica Overby 2. Contact phone 2066894979 3. Contact email [email protected] Project Description 1. Project Scope Purchase six battery electric high capacity transit buses to support Sound Transit’s new bus rapid transit (BRT) service along 8 miles of NE 145 St and SR 522 between Shoreline and Bothell, with service to Woodinville also being evaluated. (Note: these buses are separate from the I-405 BRT FHWA funding request). When service opens in 2024/25, transit riders will be able to reliably connect from eastside communities feeding from I-405 BRT at the I-405/SR 522 Transfer Hub at the I-405/522 interchange westbound through the University of Washington Bothell Campus along the SR 522 corridor on to Link Light Rail at Shoreline South/145th Street Station. Project Description: The buses are part of the new BRT “STRIDE” service that will connect the communities of Shoreline, Seattle, Lake Forest Park, Kenmore, Bothell, and Woodinville along NE 145th/522 to the region’s light rail system. -
Buy America Transit Supply Chain Connectivity Forum
Buy America Transit Supply Chain Connectivity Forum APTA Rail Conference Phoenix, AZ June 22, 2016 Agenda 8:00am Registration/Continental Breakfast 8:30am Welcome Remarks and Forum Introduction 8:45am U.S. DOT Keynote and Buy America Overview 9:25am Q&A 9:40am Break 9:50am Arizona Public Transportation 10:00am OEM Panel: Supply Chain Opportunities and Needs 11:15am Q&A 11:30am Supplier Panel: The View from Prospective Suppliers 12:10pm Q&A 12:25pm Lunch (One-on-One Signups) 1:15pm MEP Assistance and Resources 1:45pm Open Discussion: Transit Supply Issues and Opportunities 2:05pm Intro to One-on-One Meetings among OEMs and Suppliers 2:15pm Transition to One-on-One Meetings among OEMs and Potential Suppliers 2:15pm Networking Reception Concurrent with One-on-One Meetings 5:00pm ADJOURN www.nist.gov/mep [email protected] (301) 975-5020 MEP Overview 2 Agenda 8:00am Registration/Continental Breakfast 8:30am Welcome Remarks and Forum Introduction 8:45am U.S. DOT Keynote and Buy America Overview 9:25am Q&A 9:40am Break 9:50am Arizona Public Transportation 10:00am OEM Panel: Supply Chain Opportunities and Needs 11:15am Q&A 11:30am Supplier Panel: The View from Prospective Suppliers 12:10pm Q&A 12:25pm Lunch (One-on-One Signups) 1:15pm MEP Assistance and Resources 1:45pm Open Discussion: Transit Supply Issues and Opportunities 2:05pm Intro to One-on-One Meetings among OEMs and Suppliers 2:15pm Transition to One-on-One Meetings among OEMs and Potential Suppliers 2:15pm Networking Reception Concurrent with One-on-One Meetings 5:00pm ADJOURN www.nist.gov/mep [email protected] (301) 975-5020 MEP Overview 3 WELCOME TO PHOENIX David Garafano Executive Director www.nist.gov/mep [email protected] (301) 975-5020 MEP Overview 4 Agenda 8:00am Registration/Continental Breakfast 8:30am Welcome Remarks and Forum Introduction 8:45am U.S. -
International Student Guide
Contents CHAPTER I PREPARATIONS BEFORE COMING TO CHINA 1. VISA APPLICATION (1) Introduction to the Student Visa.......................................................................2 (2) Requirements for Visa Application..................................................................2 2. WHAT TO BRING (1) Materials Required for Registration.................................................................2 (2) Other Recommended Items.............................................................................3 3. BANKING INFORMATION AND CURRENCY OPERATIONS (1) Introduction to Chinese Currency....................................................................4 (2) Foreign Currency Exchange Sites and Convertible Currencies................4 (3) Withdrawal Limits of Bank Accounts................................................................5 (4) Wire Transfer Services........................................................................................5 4. ACCOMMODATION (1) Check-in Time......................................................................................................5 (2) On-Campus Accommodation....................................................................5 (3) Off-Campus Accommodation and Nearby Hotels.......................................8 (4) Questions and Answers about Accommodation (Q&A).............................9 CHAPTER II HOW TO GET TO TIANJIN UNIVERSITY 5. HOW TO ARRIVE................................................................................................12 (1). How to Get to Weijin -
Global Competitiveness in the Rail and Transit Industry
Global Competitiveness in the Rail and Transit Industry Michael Renner and Gary Gardner Global Competitiveness in the Rail and Transit Industry Michael Renner and Gary Gardner September 2010 2 GLOBAL COMPETITIVENESS IN THE RAIL AND TRANSIT INDUSTRY © 2010 Worldwatch Institute, Washington, D.C. Printed on paper that is 50 percent recycled, 30 percent post-consumer waste, process chlorine free. The views expressed are those of the authors and do not necessarily represent those of the Worldwatch Institute; of its directors, officers, or staff; or of its funding organizations. Editor: Lisa Mastny Designer: Lyle Rosbotham Table of Contents 3 Table of Contents Summary . 7 U.S. Rail and Transit in Context . 9 The Global Rail Market . 11 Selected National Experiences: Europe and East Asia . 16 Implications for the United States . 27 Endnotes . 30 Figures and Tables Figure 1. National Investment in Rail Infrastructure, Selected Countries, 2008 . 11 Figure 2. Leading Global Rail Equipment Manufacturers, Share of World Market, 2001 . 15 Figure 3. Leading Global Rail Equipment Manufacturers, by Sales, 2009 . 15 Table 1. Global Passenger and Freight Rail Market, by Region and Major Industry Segment, 2005–2007 Average . 12 Table 2. Annual Rolling Stock Markets by Region, Current and Projections to 2016 . 13 Table 3. Profiles of Major Rail Vehicle Manufacturers . 14 Table 4. Employment at Leading Rail Vehicle Manufacturing Companies . 15 Table 5. Estimate of Needed European Urban Rail Investments over a 20-Year Period . 17 Table 6. German Rail Manufacturing Industry Sales, 2006–2009 . 18 Table 7. Germany’s Annual Investments in Urban Mass Transit, 2009 . 19 Table 8. -
Hyatt House Brochure LP.Indd
LOCATION HYATT HOUSE SColfax Avenue & Peoria Street • Aurora, CO 80011 RETAIL SPACE 270 FOR LEASE 25 A I D O 40th/Colorado T Station 70 225,000 vpd 38th/Blake Station 40th Ave Central Park Station Peoria Station 70 101,000 vpd 158,000 vpd COORS FIELD Fitzsimons Station ppd UNIONON d STATION ANSCHUTZ MEDICAL CAMPUS Colfax Station DOWNTOWN 134 Stops Per Day DENVER 33,000 vpd E Colfax Ave 47,999 vpd SITE 1,812,809 Riders Per Year E Colfax Ave 6,000 vpd 13th Avenue Station 17,000 vpd 6 CHERRY 2nd Avenue CREEK 26,995 vpd Abeline Station BUCKLEY Aurora Metro AIR FORCE GLENDALE Center Station BASE Peoria St Peoria Mississippi Ave E 470 Havana St University Blvd Buckley Rd Chambers Rd Hampden Ave 225 Iliff Ave HIGHLIGHTS 85 Iliff Station 25 ACROSS FROM THE NEWLY ANNOUNCED 650,000 235,000 vpd Colorado Blvd Nine Mile Station Sam Zaitz SF, 11 STORY UC HEALTH MEDICAL 285 225 720.529.2888 | [email protected] BUILDING DELIVERING 2022 Dayton Station Jeffery Feldman 8,160 SQUARE FEET OF RETAIL DENVER 720.529.2991 | [email protected] AVAILABLE, ACROSS FROM ANSCHUTZ MEDICAL Belleview Station TECH CENTER CAMPUS DELIVERING Q1 2021 DEMOGRAPHICS TRAFFIC 50,000+ DAYTIME EMPLOYEES AND 100,000+ DAILY VISITORS 1 MILE 3 MILE 5 MILE COLFAX AVENUE 2019 EST. POPULATION 24,218 159,614 394,657 47,999 VEHICLES PER DAY 2024 PROJECTED POPULATION 25,895 169,239 417,293 2019 EST. DAYTIME POPULATION 24,013 80,279 177,838 PEORIA STREET FIRST FLOOR OF THE NEW 140 ROOM HYATT 26,995 VEHICLES PER DAY HOUSE HOTEL OPENING 2020 2019 EST. -
Cincinnati's Hard-Won Modern Tram Revival
THE INTERNATIONAL LIGHT RAIL MAGAZINE www.lrta.org www.tautonline.com NOVEMBER 2016 NO. 947 CINCINNATI’S HARD-WON MODERN TRAM REVIVAL InnoTrans: The world’s greatest railway showcase Russian cities’ major low-floor orders Stadler and Solaris join for tram bids Doha Metro tunnelling is complete ISSN 1460-8324 £4.25 Berlin Canada’s ‘Radial’ 11 Above and below the Exploring Ontario’s streets of the capital Halton County line 9 771460 832043 LRT MONITOR TheLRT MONITOR series from Mainspring is an essential reference work for anyone who operates in the world’s light and urban rail sectors. Featuring regular updates in both digital and print form, the LRT Monitor includes an overview of every established line and network as well as details of planned schemes and those under construction. POLAND POZNAŃ Tramways play an important role in one of of the main railway station. Poland’s biggest and most historic cities, with In 2012 a line opened to the east of the city, the first horse-drawn tramline opening in 1880. with an underground section containing two An overview Electrification followed in 1898. sub-surface stations and a new depot. The The network was badly damaged during World reconstruction of Kaponiera roundabout, an A high-quality War Two, resuming operations in 1947 and then important tram junction, is set for completion in of the system’s only east of the river Warta. Service returned to 2016. When finished, it will be a three-level image for ease the western side of the city in 1952 with the junction, with a PST interchange on the lower development, opening of the Marchlewski bridge (now named level. -
2016-2021 Transportation Improvement Program Project List TIPID Project Name 2016-028 16Th St Mall Reconstruction: Arapahoe St to Lawrence St 2016-018 23Rd Ave
2016-2021 Transportation Improvement Program Project Lookup Lists Project Lookup Lists with TIPID, Project Name and Web file page number for Exhibit 2 -- Project Descriptions Projects by Name Projects by County Projects by Municipality Projects by Project Type This Web version includes all 2016-2021 TIP Amendments through 6/21/2016. Projects selected within pools are not identified individually. Contact Todd Cottrell at [email protected] with questions or comments on pools. Table 1: 2016-2021 Transportation Improvement Program Project List TIPID Project Name 2016-028 16th St Mall Reconstruction: Arapahoe St to Lawrence St 2016-018 23rd Ave. Bike/Ped Path at Fitzsimons Station 2016-035 30th St and Colorado Ave Bike/Ped Underpass 2007-082 56th Avenue: Quebec St to Pena Blvd 2016-067 6th Avenue Parkway Extension 2016-030 71st St Multimodal Pathway Connection: Winchester to Idylwild Trail 2016-002 Air Quality Improvements Pool 2016-012 Anschutz Medical Campus Shuttle 2012-087 Arapahoe Rd and Yosemite St Intersection Operational Improvements 2016-046 Arapahoe Rd: I-25 to Parker Rd Next Steps Operations Study 2016-054 Boulder County Bus-then-Bike Shelters 2016-008 Boulder Slough Multiuse Path: 30th St to 3100 Pearl 2016-026 Broadway Reconstruction: Violet Ave to US-36 2016-014 Broomfield Call-n-Ride 2016-059 C-470 Managed Toll Express Lanes: Wadsworth to I-25 2016-031 C-470 Multi-use Trail: Grade Separation at Yosemite St 2016-019 Colfax 15L Transit Improvements: I-225 to I-25 2012-010 DRCOG Second Commitment to FasTracks Pool 2016-029 East