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| 1 | 乳腺囊内型乳头状癌显示文摘 | Collins L C Carlo V P Hwang H 魏兵(摘译) 步宏(审校) | 2006 | 临床与实验病理学杂志2006，22，5： | 38 |
| 2 | 针对患者利益的机器学习和人工智能研究:在透明性、可重复性、伦理和有效性等方面的20个关键问题显示文摘机器学习(ML)、人工智能(AI)和其他现代统计方法正为利用先前尚未开发且极速增长的数据资源提供新的机会,以期让患者获益。尽管目前正在进行许多有前景的研究,特别是在图像方面,但就文献整体而言还缺乏透明度、对可重复性清晰的阐述、对潜在伦理问题的探究,以及对有效性的明确验证。这些问题的存在有许多原因,其中最重要的一点(为此我们提供了初步解决方案)就是当前缺乏针对ML和AI的最佳实践指南。我们认为从事研究的跨学科团队和应用ML/AI影响健康的项目,将因解决有关透明度、可重复性、伦理和有效性(TREE)的一系列问题而受益。这里提出的20个关键问题为研究团队提供了一个研究设计、实施和报告框架;帮助编辑和同行评审专家评估文献的贡献;让患者、临床医生和政策制定者评估新发现可能会给患者带来的获益。 | Sebastian Vollmer Bilal A Mateen Gergo Bohner Franz J Kirdly Rayid Ghani Pall Jonsson Sarah Cumbers Adrian Jonas Katherine S L McAllister Puja Myles David Granger Mark Birse Richard Branson Karel G M Moons Gary S Collins John P A Chris Holmes Harry Hemingwayp 李峰(译) 徐磊(校) 赵邑(校) | 2020 | 英国医学杂志中文版2020，23，9： | 5 |
| 3 | Frequent amplification of a chr19q13.41 microRNA polycistron in aggressive primitive neuroectodermal brain tumors显示文摘 | Li M Lee KF Lu Y Clarke I Shih D Eberhart C Collins VP Van Meter T Picard D Zhou L Boutros PC Modena P Liang ML Scherer SW Bouffet E Rutka JT Pomeroy SL Lau CC Taylor MD Gajjar A Dirks PB Hawkins CE Huang A. | 2009 | 中国神经肿瘤杂志2009，7，4： | 3 |
| 4 | Surficial sediments of the Great Australian Bight:Facies dynamics and oceanography on a vast cool-water carbonate shelf显示文摘 | James N P Bone Y Collins L B | 2001 | Journal of Sedimentary Research2001，71，： | 1 |
| 5 | Op- timal minimum distance-based precoder for MIMO spatial multiplexing systems 显示文摘 | COLLIN L BERDER O ROSTAING P BUREL a | 2004 | IEEE Transactions on Signal Processing2004，52，： | 1 |
| 6 | Crop rotation and residue management effects on soil carbon and microbial dynamics 显示文摘 | Collins H P Rasmussen P E Douglas C L | 1992 | Soil Science Society of America Journal1992，56，3： | 1 |
| 7 | The effect of young biochar on soil respiration显示文摘 | Smith J L Collins H P Bailey V L | 2010 | Soil Biology and Biochemistry2010，42，12： | 1 |
| 8 | Effects of raloxifene on cardiovascular events and breast cancer in postmenopausal women显示文摘 | Barrett-Connor E Mosca L Collins P | | 0，，2： | 1 |
| 9 | Iduronic acid- containing glycosamineglycans on target cells are required for effi- cient respiratory syncytial virus infection 显示文摘 | HALLAK L K COLLINS P L KNUDSON W | 2000 | Virology2000，271，： | 1 |
| 10 | Effects of non-structural proteins NS1 and NS2 of human respiratory syncytial virus on interferon regulatory factor 3, NFkappaB, and proinflammatory eytokines 显示文摘 | Spann K M Tran K C Collins P L | 2005 | J Virol2005，79，9： | 1 |
| 11 | Extension of the MIMO precoder based on the minimum Euclidean distance: a cross-form matrix 显示文摘 | VRIGNEAU B LETESSIER J ROSTAING P COLLIN L BUREL G | 2008 | IEEE Journal of elected Topics in Signal Processing2008，2，2： | 1 |
| 12 | Identification of attractive components of carob volatiles for the foreign grain beetle,Ahasverus advena(waltl)显示文摘 | Wakefield M E Bryning G P Collins L E | 2005 | J stored prod res2005，41，： | 1 |
| 13 | The effect of youngbiochar on soil respiration显示文摘 | Smith J L Collins H P Bailey V L | 2010 | Soil Biology andBiochemistry2010，42，： | 1 |
| 14 | Lipolysis and free fatty acid catabolism in cheese: a review of current knowledge显示文摘 | COLLINS Y F MCSWEENEY P L H WILKINSON M G | 2003 | International Dairy Journal2003，13，11： | 1 |
| 15 | The role of social capital in finan- cial development显示文摘 | COLLINS L CLARK P | 2003 | American Economic Review2003，94，： | 1 |
| 16 | Source - search sensitivity of a large - area, coded - aperture, gamma -ray imager显示文摘 | K P Ziock L W Collins L Fabris | 2006 | IEEE Transactions on Nucle- ar Science2006，53，3： | 1 |
| 17 | Open top chambers for field studies of crop response to elevated CO2 and temperature显示文摘 | Jones P Collins L M Ingrain K T | 1995 | Transactions of the ASAE1995，38，4： | 1 |
| 18 | Preserving and evaluating hearts with ex vivo machine perfusion: an avenue to improve early graft performance and expand the donor pool 显示文摘 | Collins M J Moainie S L Griffith B P et ol | 2008 | Eur J Cardiothorac Surg2008，34，2： | 1 |
| 19 | Gas hydrates in CO2-bearing fluid inclusions andthe use of freezing data for estimation of salinity显示文摘 | Collins P L F | 1979 | EconomicGeology1979，74，： | 1 |
| 20 | Blueberry fruit response to postharvest application of ultraviolet radiation 显示文摘 | Perkins-Veazie P Collins JK Howard L | 2008 | Postharvest Biol Technol2008，47，3： | 1 |
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