Works matching IS 1549-1277 AND VI 15 AND IP 11 AND DT 2018

Results: 35

Deep learning for lung cancer prognostication: A retrospective multi-cohort radiomics study.

Published in:

2018

By:

Hosny, Ahmed;
Parmar, Chintan;
Coroller, Thibaud P.;
Grossmann, Patrick;
Zeleznik, Roman;
Kumar, Avnish;
Bussink, Johan;
Gillies, Robert J.;
Mak, Raymond H.;
Aerts, Hugo J. W. L.

Publication type:

journal article

Advancing the beneficial use of machine learning in health care and medicine: Toward a community understanding.

Published in:

2018

By:

Nevin, Linda;
null, null;
PLOS Medicine Editors

Publication type:

Editorial

Relationships between intensity, duration, cumulative dose, and timing of smoking with age at menopause: A pooled analysis of individual data from 17 observational studies.

Published in:

2018

By:

Zhu, Dongshan;
Chung, Hsin-Fang;
Pandeya, Nirmala;
Dobson, Annette J.;
Cade, Janet E.;
Greenwood, Darren C.;
Crawford, Sybil L.;
Avis, Nancy E.;
Gold, Ellen B.;
Mitchell, Ellen S.;
Woods, Nancy F.;
Anderson, Debra;
Brown, Daniel E.;
Sievert, Lynnette L.;
Brunner, Eric J.;
Kuh, Diana;
Hardy, Rebecca;
Hayashi, Kunihiko;
Lee, Jung Su;
Mizunuma, Hideki

Publication type:

journal article

Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet.

Published in:

2018

By:

Bien, Nicholas;
Rajpurkar, Pranav;
Ball, Robyn L.;
Irvin, Jeremy;
Park, Allison;
Jones, Erik;
Bereket, Michael;
Patel, Bhavik N.;
Yeom, Kristen W.;
Shpanskaya, Katie;
Halabi, Safwan;
Zucker, Evan;
Fanton, Gary;
Amanatullah, Derek F.;
Beaulieu, Christopher F.;
Riley, Geoffrey M.;
Stewart, Russell J.;
Blankenberg, Francis G.;
Larson, David B.;
Jones, Ricky H.

Publication type:

journal article

Characterising risk of in-hospital mortality following cardiac arrest using machine learning: A retrospective international registry study.

Published in:

2018

By:

Nanayakkara, Shane;
Fogarty, Sam;
Tremeer, Michael;
Ross, Kelvin;
Richards, Brent;
Bergmeir, Christoph;
Xu, Sheng;
Stub, Dion;
Smith, Karen;
Tacey, Mark;
Liew, Danny;
Pilcher, David;
Kaye, David M.

Publication type:

journal article

Mobile detection of autism through machine learning on home video: A development and prospective validation study.

Published in:

2018

By:

Tariq, Qandeel;
Daniels, Jena;
Schwartz, Jessey Nicole;
Washington, Peter;
Kalantarian, Haik;
Wall, Dennis Paul

Publication type:

journal article

Machine learning in population health: Opportunities and threats.

Published in:

2018

By:

Flaxman, Abraham D.;
Vos, Theo

Publication type:

journal article

Automated detection of moderate and large pneumothorax on frontal chest X-rays using deep convolutional neural networks: A retrospective study.

Published in:

2018

By:

Taylor, Andrew G.;
Mielke, Clinton;
Mongan, John

Publication type:

journal article

Deep learning and artificial intelligence in radiology: Current applications and future directions.

Published in:

2018

By:

Yasaka, Koichiro;
Abe, Osamu

Publication type:

research

Enhancing the prediction of acute kidney injury risk after percutaneous coronary intervention using machine learning techniques: A retrospective cohort study.

Published in:

2018

By:

Huang, Chenxi;
Murugiah, Karthik;
Mahajan, Shiwani;
Li, Shu-Xia;
Dhruva, Sanket S.;
Haimovich, Julian S.;
Wang, Yongfei;
Schulz, Wade L.;
Testani, Jeffrey M.;
Wilson, Francis P.;
Mena, Carlos I.;
Masoudi, Frederick A.;
Rumsfeld, John S.;
Spertus, John A.;
Mortazavi, Bobak J.;
Krumholz, Harlan M.

Publication type:

journal article

Development and validation of machine learning models to identify high-risk surgical patients using automatically curated electronic health record data (Pythia): A retrospective, single-site study.

Published in:

2018

By:

Corey, Kristin M.;
Kashyap, Sehj;
Lorenzi, Elizabeth;
Lagoo-Deenadayalan, Sandhya A.;
Heller, Katherine;
Whalen, Krista;
Balu, Suresh;
Heflin, Mitchell T.;
McDonald, Shelley R.;
Swaminathan, Madhav;
Sendak, Mark

Publication type:

journal article

Predicting the risk of emergency admission with machine learning: Development and validation using linked electronic health records.

Published in:

2018

By:

Rahimian, Fatemeh;
Salimi-Khorshidi, Gholamreza;
Payberah, Amir H.;
Tran, Jenny;
Ayala Solares, Roberto;
Raimondi, Francesca;
Nazarzadeh, Milad;
Canoy, Dexter;
Rahimi, Kazem

Publication type:

journal article

Healthy volunteers' perceptions of risk in US Phase I clinical trials: A mixed-methods study.

Published in:

2018

By:

Fisher, Jill A.;
McManus, Lisa;
Cottingham, Marci D.;
Kalbaugh, Julianne M.;
Wood, Megan M.;
Monahan, Torin;
Walker, Rebecca L.

Publication type:

journal article

Reducing chronic disease through changes in food aid: A microsimulation of nutrition and cardiometabolic disease among Palestinian refugees in the Middle East.

Published in:

2018

By:

Basu, Sanjay;
Yudkin, John S.;
Berkowitz, Seth A.;
Jawad, Mohammed;
Millett, Christopher

Publication type:

journal article

Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists.

Published in:

2018

By:

Rajpurkar, Pranav;
Irvin, Jeremy;
Ball, Robyn L.;
Zhu, Kaylie;
Yang, Brandon;
Mehta, Hershel;
Duan, Tony;
Ding, Daisy;
Bagul, Aarti;
Langlotz, Curtis P.;
Patel, Bhavik N.;
Yeom, Kristen W.;
Shpanskaya, Katie;
Blankenberg, Francis G.;
Seekins, Jayne;
Amrhein, Timothy J.;
Mong, David A.;
Halabi, Safwan S.;
Zucker, Evan J.;
Ng, Andrew Y.

Publication type:

journal article

The use of machine learning to understand the relationship between IgE to specific allergens and asthma.

Published in:

2018

By:

Platts-Mills, Thomas A. E.;
Perzanowski, Matthew

Publication type:

journal article

Transforming health policy through machine learning.

Published in:

2018

By:

Ashrafian, Hutan;
Darzi, Ara

Publication type:

journal article

Machine learning assessment of myocardial ischemia using angiography: Development and retrospective validation.

Published in:

2018

By:

Hae, Hyeonyong;
Kang, Soo-Jin;
Kim, Won-Jang;
Choi, So-Yeon;
Lee, June-Goo;
Bae, Youngoh;
Cho, Hyungjoo;
Yang, Dong Hyun;
Kang, Joon-Won;
Lim, Tae-Hwan;
Lee, Cheol Hyun;
Kang, Do-Yoon;
Lee, Pil Hyung;
Ahn, Jung-Min;
Park, Duk-Woo;
Lee, Seung-Whan;
Kim, Young-Hak;
Lee, Cheol Whan;
Park, Seong-Wook;
Park, Seung-Jung

Publication type:

journal article

Machine learning to identify pairwise interactions between specific IgE antibodies and their association with asthma: A cross-sectional analysis within a population-based birth cohort.

Published in:

2018

By:

Fontanella, Sara;
Frainay, Clément;
Murray, Clare S.;
Simpson, Angela;
Custovic, Adnan

Publication type:

journal article

Safety, tolerability, and pharmacokinetics of long-acting injectable cabotegravir in low-risk HIV-uninfected individuals: HPTN 077, a phase 2a randomized controlled trial.

Published in:

PLoS Medicine, 2018, v. 15, n. 11, p. 1, doi. 10.1371/journal.pmed.1002690

By:

Landovitz, Raphael J.;
Li, Sue;
Grinsztejn, Beatriz;
Dawood, Halima;
Liu, Albert Y.;
Magnus, Manya;
Hosseinipour, Mina C.;
Panchia, Ravindre;
Cottle, Leslie;
Chau, Gordon;
Richardson, Paul;
Marzinke, Mark A.;
Hendrix, Craig W.;
Eshleman, Susan H.;
Zhang, Yinfeng;
Tolley, Elizabeth;
Sugarman, Jeremy;
Kofron, Ryan;
Adeyeye, Adeola;
Burns, David

Publication type:

Article

Prediction of myopia development among Chinese school-aged children using refraction data from electronic medical records: A retrospective, multicentre machine learning study.

Published in:

PLoS Medicine, 2018, v. 15, n. 11, p. 1, doi. 10.1371/journal.pmed.1002674

By:

Lin, Haotian;
Long, Erping;
Ding, Xiaohu;
Diao, Hongxing;
Chen, Zicong;
Liu, Runzhong;
Huang, Jialing;
Cai, Jingheng;
Xu, Shuangjuan;
Zhang, Xiayin;
Wang, Dongni;
Chen, Kexin;
Yu, Tongyong;
Wu, Dongxuan;
Zhao, Xutu;
Liu, Zhenzhen;
Wu, Xiaohang;
Jiang, Yuzhen;
Yang, Xiao;
Cui, Dongmei

Publication type:

Article

Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: A cross-sectional study.

Published in:

PLoS Medicine, 2018, v. 15, n. 11, p. 1, doi. 10.1371/journal.pmed.1002683

By:

Zech, John R.;
Badgeley, Marcus A.;
Liu, Manway;
Costa, Anthony B.;
Titano, Joseph J.;
Oermann, Eric Karl

Publication type:

Article

Hydrometeorology and flood pulse dynamics drive diarrheal disease outbreaks and increase vulnerability to climate change in surface-water-dependent populations: A retrospective analysis.

Published in:

PLoS Medicine, 2018, v. 15, n. 11, p. 1, doi. 10.1371/journal.pmed.1002688

By:

Alexander, Kathleen A.;
Heaney, Alexandra K.;
Shaman, Jeffrey

Publication type:

Article

Machine learning in medicine: Addressing ethical challenges.

Published in:

PLoS Medicine, 2018, v. 15, n. 11, p. 1, doi. 10.1371/journal.pmed.1002689

By:

Vayena, Effy;
Blasimme, Alessandro;
Cohen, I. Glenn

Publication type:

Article

Safety, tolerability, and pharmacokinetics of long-acting injectable cabotegravir in low-risk HIV-uninfected individuals: HPTN 077, a phase 2a randomized controlled trial.

Published in:

PLoS Medicine, 2018, v. 15, n. 11, p. 1, doi. 10.1371/journal.pmed.1002690

By:

Landovitz, Raphael J.;
Li, Sue;
Grinsztejn, Beatriz;
Dawood, Halima;
Liu, Albert Y.;
Magnus, Manya;
Hosseinipour, Mina C.;
Panchia, Ravindre;
Cottle, Leslie;
Chau, Gordon;
Richardson, Paul;
Marzinke, Mark A.;
Hendrix, Craig W.;
Eshleman, Susan H.;
Zhang, Yinfeng;
Tolley, Elizabeth;
Sugarman, Jeremy;
Kofron, Ryan;
Adeyeye, Adeola;
Burns, David

Publication type:

Article

Hydrometeorology and flood pulse dynamics drive diarrheal disease outbreaks and increase vulnerability to climate change in surface-water-dependent populations: A retrospective analysis.

Published in:

PLoS Medicine, 2018, v. 15, n. 11, p. 1, doi. 10.1371/journal.pmed.1002688

By:

Alexander, Kathleen A.;
Heaney, Alexandra K.;
Shaman, Jeffrey

Publication type:

Article

Machine learning in medicine: Addressing ethical challenges.

Published in:

2018

By:

Vayena, Effy;
Blasimme, Alessandro;
Cohen, I. Glenn

Publication type:

Editorial

Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: A cross-sectional study.

Published in:

PLoS Medicine, 2018, v. 15, n. 11, p. 1, doi. 10.1371/journal.pmed.1002683

By:

Zech, John R.;
Badgeley, Marcus A.;
Liu, Manway;
Costa, Anthony B.;
Titano, Joseph J.;
Oermann, Eric Karl

Publication type:

Article

Prediction of myopia development among Chinese school-aged children using refraction data from electronic medical records: A retrospective, multicentre machine learning study.

Published in:

PLoS Medicine, 2018, v. 15, n. 11, p. 1, doi. 10.1371/journal.pmed.1002674

By:

Lin, Haotian;
Long, Erping;
Ding, Xiaohu;
Diao, Hongxing;
Chen, Zicong;
Liu, Runzhong;
Huang, Jialing;
Cai, Jingheng;
Xu, Shuangjuan;
Zhang, Xiayin;
Wang, Dongni;
Chen, Kexin;
Yu, Tongyong;
Wu, Dongxuan;
Zhao, Xutu;
Liu, Zhenzhen;
Wu, Xiaohang;
Jiang, Yuzhen;
Yang, Xiao;
Cui, Dongmei

Publication type:

Article

Safety, tolerability, and pharmacokinetics of long-acting injectable cabotegravir in low-risk HIV-uninfected individuals: HPTN 077, a phase 2a randomized controlled trial.

Published in:

2018

By:

Landovitz, Raphael J;
Li, Sue;
Grinsztejn, Beatriz;
Dawood, Halima;
Liu, Albert Y;
Magnus, Manya;
Hosseinipour, Mina C;
Panchia, Ravindre;
Cottle, Leslie;
Chau, Gordon;
Richardson, Paul;
Marzinke, Mark A;
Hendrix, Craig W;
Eshleman, Susan H;
Zhang, Yinfeng;
Tolley, Elizabeth;
Sugarman, Jeremy;
Kofron, Ryan;
Adeyeye, Adeola;
Burns, David

Publication type:

journal article

Hydrometeorology and flood pulse dynamics drive diarrheal disease outbreaks and increase vulnerability to climate change in surface-water-dependent populations: A retrospective analysis.

Published in:

2018

By:

Alexander, Kathleen A;
Heaney, Alexandra K;
Shaman, Jeffrey

Publication type:

journal article

Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: A cross-sectional study.

Published in:

2018

By:

Zech, John R;
Badgeley, Marcus A;
Liu, Manway;
Costa, Anthony B;
Titano, Joseph J;
Oermann, Eric Karl

Publication type:

journal article

Prediction of myopia development among Chinese school-aged children using refraction data from electronic medical records: A retrospective, multicentre machine learning study.

Published in:

2018

By:

Lin, Haotian;
Long, Erping;
Ding, Xiaohu;
Diao, Hongxing;
Chen, Zicong;
Liu, Runzhong;
Huang, Jialing;
Cai, Jingheng;
Xu, Shuangjuan;
Zhang, Xiayin;
Wang, Dongni;
Chen, Kexin;
Yu, Tongyong;
Wu, Dongxuan;
Zhao, Xutu;
Liu, Zhenzhen;
Wu, Xiaohang;
Jiang, Yuzhen;
Yang, Xiao;
Cui, Dongmei

Publication type:

journal article

Machine learning in medicine: Addressing ethical challenges.

Published in:

2018

By:

Vayena, Effy;
Blasimme, Alessandro;
Cohen, I Glenn

Publication type:

journal article

Lymphopenia and risk of infection and infection-related death in 98,344 individuals from a prospective Danish population-based study.

Published in:

2018

By:

Warny, Marie;
Helby, Jens;
Nordestgaard, Børge Grønne;
Birgens, Henrik;
Bojesen, Stig Egil

Publication type:

journal article