Top Papers: KI in der Medizin (2015)

Die 50 meistzitierten Arbeiten zu KI in der Medizin aus dem Jahr 2015 (von 398 insgesamt).

Die Forschung zu Künstlicher Intelligenz in der Medizin wächst rasant und verändert die Art, wie Krankheiten diagnostiziert und behandelt werden. Von der automatisierten Befundung über klinische Entscheidungsunterstützung bis hin zur personalisierten Therapie – KI-Systeme zeigen vielversprechende Ergebnisse in zahlreichen medizinischen Fachbereichen. Diese Seite fasst die aktuellsten und meistzitierten Forschungsarbeiten zusammen und zeigt, welche Institutionen und Forscher das Feld prägen.

2013 2014 2015 2016

#	Paper	Zitationen
1	Privacy-Preserving Deep Learning Reza Shokri, Vitaly Shmatikov —	2.247
2	Proceedings of the National Conference on Artificial Intelligence Chiara Piacentini, Maria Fox, Derek Long —	1.227
3	Machine Learning methods for Quantitative Radiomic Biomarkers Chintan Parmar, Patrick Großmann, Johan Bussink et al. Scientific Reports	1.002
4	The Ethics of Big Data: Current and Foreseeable Issues in Biomedical Contexts Brent Mittelstadt, Luciano Floridi Science and Engineering Ethics	682
5	Proceedings of the 24th International Conference on Artificial Intelligence Qiang Yang, Michael Wooldridge International Conference on Artificial Intelligence	649
6	Research Priorities for Robust and Beneficial Artificial Intelligence Stuart Russell, Daniel Dewey, Max Tegmark AI Magazine	620
7	Medical 3D Printing for the Radiologist Dimitris Mitsouras, Peter Liacouras, Amir Imanzadeh et al. Radiographics	609
8	Understanding and Confronting Our Mistakes: The Epidemiology of Error in Radiology and Strategies for Error Reduction Michael A. Bruno, Eric A. Walker, Hani H. Abujudeh Radiographics	560
9	Twenty-Ninth AAAI Conference on Artificial Intelligence Stefano V. Albrecht, Jacob W. Crandall, Ram Ramamoorthy National Conference on Artificial Intelligence	453
10	RobotReviewer: evaluation of a system for automatically assessing bias in clinical trials Iain Marshall, Joël Kuiper, Byron Wallace Journal of the American Medical Informatics Association	314
11	Evaluation of a Knowledge-Based Planning Solution for Head and Neck Cancer Jim P. Tol, A. Delaney, Max Dahele et al. International Journal of Radiation OncologyBiologyPhysics	276
12	Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI 2015) Leonid Libkin National Conference on Artificial Intelligence	272
13	3D-manufactured patient-specific models of congenital heart defects for communication in clinical practice: feasibility and acceptability Giovanni Biglino, Claudio Capelli, Jo Wray et al. BMJ Open	223
14	2015 Computing in Cardiology Conference (CinC) —	219
15	Toward a Literature-Driven Definition of Big Data in Healthcare E. Baro, Samuel Degoul, R. Beuscart et al. BioMed Research International	209
16	An Introduction to Artificial Intelligence in Behavioral and Mental Health Care David D. Luxton Elsevier eBooks	195
17	Faster title and abstract screening? Evaluating Abstrackr, a semi-automated online screening program for systematic reviewers John Rathbone, Tammy Hoffmann, Paul Glasziou Systematic Reviews	188
18	The Applications of Genetic Algorithms in Medicine Ali Ghaheri, Saeed Shoar, Mohammad Naderan et al. Oman Medical Journal	185
19	An International Study of Research Misconduct Policies David B. Resnik, Lisa M. Rasmussen, Grace E. Kissling Accountability in Research	180
20	Unpatients—why patients should own their medical data Leonard J Kish, Eric J. Topol Nature Biotechnology	169
21	Big Data in medical research and EU data protection law: challenges to the consent or anonymise approach Menno Mostert, Annelien L. Bredenoord, Monique C I H Biesaart et al. European Journal of Human Genetics	146
22	Bibliometric Analysis of the Top 100 Cited Cardiovascular Articles Waqas Shuaib, Muhammad Shahzeb Khan, Hassan Shahid et al. The American Journal of Cardiology	146
23	Scientific Misconduct Charles G. Gross Annual Review of Psychology	127
24	Individual Participant Data (IPD) Meta-analyses of Diagnostic and Prognostic Modeling Studies: Guidance on Their Use Thomas P. A. Debray, Richard D Riley, Maroeska M. Rovers et al. PLoS Medicine	125
25	Big data and visual analytics in anaesthesia and health care Allan F. Simpao, Luis Ahumada, Mubashar Rehman British Journal of Anaesthesia	104
26	IJCAI International Joint Conference on Artificial Intelligence Erik S. Steinmetz, Maria Gini International Joint Conference on Artificial Intelligence	103
27	Best Practices for Ethical Sharing of Individual-Level Health Research Data From Low- and Middle-Income Settings Susan Bull, Phaik Yeong Cheah, Spencer G. Denny et al. Journal of Empirical Research on Human Research Ethics	96
28	Risks and benefits of speech recognition for clinical documentation: a systematic review Tobias Hodgson, Enrico Coiera Journal of the American Medical Informatics Association	94
29	Academic integrity: a quantitative study of confidence and understanding in students at the start of their higher education Philip M. Newton Assessment & Evaluation in Higher Education	93
30	Impact of Policies for Plagiarism in Higher Education Across Europe: Results of the Project Tomáš Foltýnek, Irene Glendinning Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis	92
31	Research misconduct and data fraud in clinical trials: prevalence and causal factors Stephen L. George International Journal of Clinical Oncology	83
32	Calculating the probability of random sampling for continuous variables in submitted or published randomised controlled trials J. B. Carlisle, Franklin Dexter, Jaideep J. Pandit et al. Anaesthesia	82
33	Meta consent: a flexible and autonomous way of obtaining informed consent for secondary research Thomas Ploug, Søren Holm BMJ	81
34	Costly collaborations: The impact of scientific fraud on co‐authors' careers Philippe Mongeon, Vincent Larivière Journal of the Association for Information Science and Technology	80
35	“Should It Be Considered Plagiarism?” Student Perceptions of Complex Citation Issues Dan Childers, Samuel V. Bruton Journal of Academic Ethics	79
36	Obama's Precision Medicine Initiative Sharon F. Terry Genetic Testing and Molecular Biomarkers	79
37	Electronic Health Record–Based Interventions for Improving Appropriate Diagnostic Imaging Caroline Goldzweig, Greg Orshansky, Neil M. Paige et al. Annals of Internal Medicine	77
38	Data integrity of the Pediatric Cardiac Critical Care Consortium (PC<sup>4</sup>) clinical registry Michael Gaies, Janet E. Donohue, Gina M. Willis et al. Cardiology in the Young	76
39	Rethinking the Role of the Radiologist: Enhancing Visibility through Both Traditional and Nontraditional Reporting Practices Andrew J. Gunn, M Mangano, Garry Choy et al. Radiographics	76
40	Data Safe Havens in health research and healthcare Paul R. Burton, Madeleine J. Murtagh, Andy Boyd et al. Bioinformatics	75
41	Sharing data from clinical trials: the rationale for a controlled access approach Matthew R. Sydes, Anthony L. Johnson, Sarah Meredith et al. Trials	72
42	Discovery of medical Big Data analytics: Improving the prediction of traumatic brain injury survival rates by data mining Patient Informatics Processing Software Hybrid Hadoop Hive James A. Rodger Informatics in Medicine Unlocked	71
43	Moving From Digitalization to Digitization in Cardiovascular Care Steven R. Steinhubl, Eric J. Topol Journal of the American College of Cardiology	69
44	Biobanks, Data Sharing, and the Drive for a Global Privacy Governance Framework Edward S. Dove The Journal of Law Medicine & Ethics	66
45	On Iranian EFL Undergraduate Students’ Perceptions of Plagiarism Farzaneh Amiri, Seyyed Ayatollah Razmjoo Journal of Academic Ethics	64
46	Improving Learning Efficiency of Factual Knowledge in Medical Education D. Dante Yeh, Yoon Soo Park Journal of surgical education	62
47	IJCAI International Joint Conference on Artificial Intelligence Davide Grossi, Sanjay Modgil International Joint Conference on Artificial Intelligence	61
48	ESR Position Paper on Imaging Biobanks European Society of Radiology (ESR) Insights into Imaging	60
49	Are We on the Same Page? College Students’ and Faculty’s Perception of Student Plagiarism in Taiwan Yinlan Chen, Chien Chou Ethics & Behavior	59
50	Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015 Marco Calautti, Sergio Greco, Cristian Molinaro et al. International Joint Conference on Artificial Intelligence	57

Top Papers: KI in der Medizin (2015)

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