Works in PLoS Medicine, 2018, Vol 15, Issue 11

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
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
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
Machine learning in population health: Opportunities and threats.
Published in:
2018
By:
- Flaxman, Abraham D.;
- Vos, Theo
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Machine learning in medicine: Addressing ethical challenges.
Published in:
2018
By:
- Vayena, Effy;
- Blasimme, Alessandro;
- Cohen, I Glenn
Publication type:
journal 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
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
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