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DLBCL-Morph: Morphological features computed using deep learning for an annotated digital DLBCL image set.
Published in:
Scientific Data, 2021, v. 8, n. 1, p. 1, doi. 10.1038/s41597-021-00915-w
By:
- Vrabac, Damir;
- Smit, Akshay;
- Rojansky, Rebecca;
- Natkunam, Yasodha;
- Advani, Ranjana H.;
- Ng, Andrew Y.;
- Fernandez-Pol, Sebastian;
- Rajpurkar, Pranav
Publication type:
Article
ON THE UPCROSSING AND DOWNCROSSING PROBABILITIES OF A DUAL RISK MODEL WITH PHASE-TYPE GAINS.
Published in:
Astin Bulletin, 2010, v. 40, n. 1, p. 281, doi. 10.2143/AST.40.1.2049230
By:
- NG, ANDREW C. Y.
Publication type:
Article
LUNDBERG-TYPE BOUNDS FOR THE JOINT DISTRIBUTION OF SURPLUS IMMEDIATELY BEFORE AND AT RUIN UNDER A MARKOV-MODULATED RISK MODEL.
Published in:
Astin Bulletin, 2005, v. 35, n. 2, p. 351, doi. 10.1017/S0515036100014288
By:
- Ng, Andrew C. Y.;
- Hailiang Yang
Publication type:
Article
Transfer learning enables prediction of myocardial injury from continuous single-lead electrocardiography.
Published in:
2022
By:
- Jin, Boyang Tom;
- Palleti, Raj;
- Shi, Siyu;
- Ng, Andrew Y;
- Quinn, James V;
- Rajpurkar, Pranav;
- Kim, David
Publication type:
journal article
AppendiXNet: Deep Learning for Diagnosis of Appendicitis from A Small Dataset of CT Exams Using Video Pretraining.
Published in:
Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-61055-6
By:
- Rajpurkar, Pranav;
- Park, Allison;
- Irvin, Jeremy;
- Chute, Chris;
- Bereket, Michael;
- Mastrodicasa, Domenico;
- Langlotz, Curtis P.;
- Lungren, Matthew P.;
- Ng, Andrew Y.;
- Patel, Bhavik N.
Publication type:
Article
CheXaid: deep learning assistance for physician diagnosis of tuberculosis using chest x-rays in patients with HIV.
Published in:
NPJ Digital Medicine, 2020, v. 3, n. 1, p. N.PAG, doi. 10.1038/s41746-020-00322-2
By:
- 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.
Publication type:
Article
Author Correction: PENet—a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging.
Published in:
2020
By:
- 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.
Publication type:
Correction Notice
PENet—a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging.
Published in:
NPJ Digital Medicine, 2020, v. 3, n. 1, p. 1, doi. 10.1038/s41746-020-0266-y
By:
- 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.
Publication type:
Article
Impact of a deep learning assistant on the histopathologic classification of liver cancer.
Published in:
NPJ Digital Medicine, 2020, v. 3, n. 1, p. 1, doi. 10.1038/s41746-020-0232-8
By:
- 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.
Publication type:
Article
Deep Learning–Assisted Diagnosis of Cerebral Aneurysms Using the HeadXNet Model.
Published in:
JAMA Network Open, 2019, v. 2, n. 6, p. e195600, doi. 10.1001/jamanetworkopen.2019.5600
By:
- 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.
Publication type:
Article
Association of Preoperatively Diagnosed Patent Foramen Ovale With Perioperative Ischemic Stroke.
Published in:
2018
By:
- Ng, Pauline Y.;
- Ng, Andrew K.-Y.;
- Subramaniam, Balachundhar;
- Burns, Sara M.;
- Herisson, Fanny;
- Timm, Fanny P.;
- Med, Cand;
- Rudolph, Maira I.;
- Scheffenbichler, Flora;
- Friedrich, Sabine;
- Houle, Timothy T.;
- Bhatt, Deepak L.;
- Eikermann, Matthias
Publication type:
journal article
Development and Validation of an Artificial Intelligence System to Optimize Clinician Review of Patient Records.
Published in:
JAMA Network Open, 2021, v. 4, n. 7, p. e2117391, doi. 10.1001/jamanetworkopen.2021.17391
By:
- Chi, Ethan Andrew;
- Chi, Gordon;
- Tsui, Cheuk To;
- Jiang, Yan;
- Jarr, Karolin;
- Kulkarni, Chiraag V.;
- Zhang, Michael;
- Long, Jin;
- Ng, Andrew Y.;
- Rajpurkar, Pranav;
- Sinha, Sidhartha R.
Publication type:
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
Learning Factor Graphs in Polynomial Time and Sample Complexity.
Published in:
Journal of Machine Learning Research, 2006, v. 7, n. 8, p. 1743
By:
- Abbeel, Pieter;
- Koller, Daphne;
- Ng, Andrew Y.;
- Dasgupta, Sanjoy
Publication type:
Article
Latent Dirichlet Allocation.
Published in:
Journal of Machine Learning Research, 2003, v. 3, n. 4/5, p. 993
By:
- Blei, David M.;
- Ng, Andrew Y.;
- Jordan, Michael I.;
- Lafferty, John
Publication type:
Article
Deep learning for detecting and characterizing oil and gas well pads in satellite imagery.
Published in:
Nature Communications, 2024, v. 15, n. 1, p. 1, doi. 10.1038/s41467-024-50334-9
By:
- Ramachandran, Neel;
- Irvin, Jeremy;
- Omara, Mark;
- Gautam, Ritesh;
- Meisenhelder, Kelsey;
- Rostami, Erfan;
- Sheng, Hao;
- Ng, Andrew Y.;
- Jackson, Robert B.
Publication type:
Article
Incorporating machine learning and social determinants of health indicators into prospective risk adjustment for health plan payments.
Published in:
2020
By:
- Irvin, Jeremy A.;
- Kondrich, Andrew A.;
- Ko, Michael;
- Rajpurkar, Pranav;
- Haghgoo, Behzad;
- Landon, Bruce E.;
- Phillips, Robert L.;
- Petterson, Stephen;
- Ng, Andrew Y.;
- Basu, Sanjay
Publication type:
journal article

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