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Deep Learning to Classify Radiology Free-Text Reports
Chen, Matthew C., Ball, Robyn L., Yang, Lingyao, Moradzadeh, Nathaniel, Chapman, Brian E., Larson, David B., Langlotz, Curtis P., Amrhein, Timothy J., Lungren, Matthew P.
Published in Radiology (01.03.2018)
Published in Radiology (01.03.2018)
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Journal Article
Impact of a deep learning assistant on the histopathologic classification of liver cancer
Kiani, Amirhossein, Uyumazturk, Bora, Rajpurkar, Pranav, Wang, Alex, Gao, Rebecca, Jones, Erik, Yu, Yifan, Langlotz, Curtis P., Ball, Robyn L., Montine, Thomas J., Martin, Brock A., Berry, Gerald J., Ozawa, Michael G., Hazard, Florette K., Brown, Ryanne A., Chen, Simon B., Wood, Mona, Allard, Libby S., Ylagan, Lourdes, Ng, Andrew Y., Shen, Jeanne
Published in NPJ digital medicine (26.02.2020)
Published in NPJ digital medicine (26.02.2020)
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Journal Article
PENet—a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging
Huang, Shih-Cheng, Kothari, Tanay, Banerjee, Imon, Chute, Chris, Ball, Robyn L., Borus, Norah, Huang, Andrew, Patel, Bhavik N., Rajpurkar, Pranav, Irvin, Jeremy, Dunnmon, Jared, Bledsoe, Joseph, Shpanskaya, Katie, Dhaliwal, Abhay, Zamanian, Roham, Ng, Andrew Y., Lungren, Matthew P.
Published in NPJ digital medicine (24.04.2020)
Published in NPJ digital medicine (24.04.2020)
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Journal Article
CheXaid: deep learning assistance for physician diagnosis of tuberculosis using chest x-rays in patients with HIV
Rajpurkar, Pranav, O’Connell, Chloe, Schechter, Amit, Asnani, Nishit, Li, Jason, Kiani, Amirhossein, Ball, Robyn L., Mendelson, Marc, Maartens, Gary, van Hoving, Daniël J., Griesel, Rulan, Ng, Andrew Y., Boyles, Tom H., Lungren, Matthew P.
Published in NPJ digital medicine (09.09.2020)
Published in NPJ digital medicine (09.09.2020)
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Journal Article
Early Cerebral Vein After Endovascular Ischemic Stroke Treatment Predicts Symptomatic Reperfusion Hemorrhage
Cartmell, Samuel C.D., Ball, Robyn L., Kaimal, Rajani, Telischak, Nicholas A., Marks, Michael P., Do, Huy M., Dodd, Robert L., Albers, Gregory W., Lansberg, Maarten G., Heit, Jeremy J.
Published in Stroke (1970) (01.07.2018)
Published in Stroke (1970) (01.07.2018)
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Journal Article
Evaluation of a Smartphone Decision-Support Tool for Diarrheal Disease Management in a Resource-Limited Setting
Haque, Farhana, Ball, Robyn L., Khatun, Selina, Ahmed, Mujaddeed, Kache, Saraswati, Chisti, Mohammod Jobayer, Sarker, Shafiqul Alam, Maples, Stace D., Pieri, Dane, Vardhan Korrapati, Teja, Sarnquist, Clea, Federspiel, Nancy, Rahman, Muhammad Waliur, Andrews, Jason R., Rahman, Mahmudur, Nelson, Eric Jorge
Published in PLoS neglected tropical diseases (19.01.2017)
Published in PLoS neglected tropical diseases (19.01.2017)
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Journal Article
A genetic locus complements resistance to Bordetella pertussis-induced histamine sensitization
Raza, Abbas, Diehl, Sean A., Krementsov, Dimitry N., Case, Laure K., Li, Dawei, Kost, Jason, Ball, Robyn L., Chesler, Elissa J., Philip, Vivek M., Huang, Rui, Chen, Yan, Ma, Runlin, Tyler, Anna L., Mahoney, J. Matthew, Blankenhorn, Elizabeth P., Teuscher, Cory
Published in Communications biology (06.03.2023)
Published in Communications biology (06.03.2023)
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Journal Article
Electronic decision support and diarrhoeal disease guideline adherence (mHDM): a cluster randomised controlled trial
Khan, Ashraful I, Mack, Jasmine A, Salimuzzaman, M, Zion, Mazharul I, Sujon, Hasnat, Ball, Robyn L, Maples, Stace, Rashid, Md Mahbubur, Chisti, Mohammod J, Sarker, Shafiqul A, Biswas, Debashish, Hossin, Raduan, Bardosh, Kevin L, Begum, Yasmin A, Ahmed, Azimuddin, Pieri, Dane, Haque, Farhana, Rahman, Mahmudur, Levine, Adam C, Qadri, Firdausi, Flora, Meerjady S, Gurka, Matthew J, Nelson, Eric J
Published in The Lancet. Digital health (01.05.2020)
Published in The Lancet. Digital health (01.05.2020)
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Journal Article
Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet
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., Langlotz, Curtis P., Ng, Andrew Y., Lungren, Matthew P.
Published in PLoS medicine (27.11.2018)
Published in PLoS medicine (27.11.2018)
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Journal Article
Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists
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., Lungren, Matthew P.
Published in PLoS medicine (20.11.2018)
Published in PLoS medicine (20.11.2018)
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Journal Article
A statistical approach to identify optimal inclusion criteria: An application to acute stroke clinical trials
Ball, Robyn L., Jiang, Bin, Desai, Manisha, Michel, Patrik, Eskandari, Ashraf, Jovin, Tudor, Wintermark, Max
Published in Contemporary clinical trials communications (01.06.2019)
Published in Contemporary clinical trials communications (01.06.2019)
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Journal Article
Author Correction: PENet—a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging
Huang, Shih-Cheng, Kothari, Tanay, Banerjee, Imon, Chute, Chris, Ball, Robyn L., Borus, Norah, Huang, Andrew, Patel, Bhavik N., Rajpurkar, Pranav, Irvin, Jeremy, Dunnmon, Jared, Bledsoe, Joseph, Shpanskaya, Katie, Dhaliwal, Abhay, Zamanian, Roham, Ng, Andrew Y., Lungren, Matthew P.
Published in NPJ digital medicine (28.07.2020)
Published in NPJ digital medicine (28.07.2020)
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Journal Article
Deep Learning–Assisted Diagnosis of Cerebral Aneurysms Using the HeadXNet Model
Park, Allison, Chute, Chris, Rajpurkar, Pranav, Lou, Joe, Ball, Robyn L., Shpanskaya, Katie, Jabarkheel, Rashad, Kim, Lily H., McKenna, Emily, Tseng, Joe, Ni, Jason, Wishah, Fidaa, Wittber, Fred, Hong, David S., Wilson, Thomas J., Halabi, Safwan, Basu, Sanjay, Patel, Bhavik N., Lungren, Matthew P., Ng, Andrew Y., Yeom, Kristen W.
Published in JAMA network open (05.06.2019)
Published in JAMA network open (05.06.2019)
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Journal Article
Mouse Phenome Database: towards a more FAIR-compliant and TRUST-worthy data repository and tool suite for phenotypes and genotypes
Bogue, Molly A, Ball, Robyn L, Philip, Vivek M, Walton, David O, Dunn, Matthew H, Kolishovski, Georgi, Lamoureux, Anna, Gerring, Matthew, Liang, Hongping, Emerson, Jake, Stearns, Tim, He, Hao, Mukherjee, Gaurab, Bluis, John, Desai, Sejal, Sundberg, Beth, Kadakkuzha, Beena, Kunde-Ramamoorthy, Govindarajan, Chesler, Elissa J
Published in Nucleic acids research (06.01.2023)
Published in Nucleic acids research (06.01.2023)
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Journal Article
Neuroimaging Radiological Interpretation System for Acute Traumatic Brain Injury
Wintermark, Max, Li, Ying, Ding, Victoria Y., Xu, Yingding, Jiang, Bin, Ball, Robyn L., Zeineh, Michael, Gean, Alisa, Sanelli, Pina
Published in Journal of neurotrauma (15.11.2018)
Published in Journal of neurotrauma (15.11.2018)
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Journal Article
Behavioral variation across multiple phases of intravenous cocaine self-administration among genetically diverse mouse populations
Dickson, Price E., Datta, Udita, Wilcox, Troy D., Auth, Ashley A., Ball, Robyn L., Dunn, Matt, Fisher, Heidi S., Klein, Alyssa, Leonardo, Michael R., Roy, Tyler A., Saul, Michael C., Bubier, Jason A., Gagnon, Leona H., Philip, Vivek M., Tarantino, Lisa M., Jentsch, James D., Chesler, Elissa J.
Published in Psychopharmacology (15.09.2025)
Published in Psychopharmacology (15.09.2025)
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Journal Article
GenomeMUSter mouse genetic variation service enables multitrait, multipopulation data integration and analysis
Ball, Robyn L., Bogue, Molly A., Liang, Hongping, Srivastava, Anuj, Ashbrook, David G., Lamoureux, Anna, Gerring, Matthew W., Hatoum, Alexander S., Kim, Matthew J., He, Hao, Emerson, Jake, Berger, Alexander K., Walton, David O., Sheppard, Keith, El Kassaby, Baha, Castellanos, Francisco, Kunde-Ramamoorthy, Govindarajan, Lu, Lu, Bluis, John, Desai, Sejal, Sundberg, Beth A., Peltz, Gary, Fang, Zhuoqing, Churchill, Gary A., Williams, Robert W., Agrawal, Arpana, Bult, Carol J., Philip, Vivek M., Chesler, Elissa J.
Published in Genome research (01.01.2024)
Published in Genome research (01.01.2024)
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Journal Article