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ORCIDNarges Razavian
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2020 – today
- 2021
[c9]Weicheng Zhu, Narges Razavian:
Variationally regularized graph-based representation learning for electronic health records. CHIL 2021: 1-13- 2020
- [c8]Zachariah Zhang, Jingshu Liu, Narges Razavian:
BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining. ClinicalNLP@EMNLP 2020: 24-34 - [c7]Xiaoyi Zhang
, Rodoniki Athanasiadou, Narges Razavian:
Tracing State-Level Obesity Prevalence from Sentence Embeddings of Tweets: A Feasibility Study. Poly/DMAH@VLDB 2020: 141-150 - [c6]Sheng Liu, Jonathan Niles-Weed, Narges Razavian, Carlos Fernandez-Granda:
Early-Learning Regularization Prevents Memorization of Noisy Labels. NeurIPS 2020 - [i11]Zachariah Zhang, Jingshu Liu, Narges Razavian:
BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining. CoRR abs/2006.03685 (2020) - [i10]Sheng Liu, Jonathan Niles-Weed, Narges Razavian, Carlos Fernandez-Granda:
Early-Learning Regularization Prevents Memorization of Noisy Labels. CoRR abs/2007.00151 (2020) - [i9]Farah E. Shamout, Yiqiu Shen, Nan Wu, Aakash Kaku, Jungkyu Park, Taro Makino, Stanislaw Jastrzebski, Duo Wang, Ben Zhang, Siddhant Dogra, Meng Cao, Narges Razavian, David Kudlowitz, Lea Azour, William Moore, Yvonne W. Lui, Yindalon Aphinyanaphongs, Carlos Fernandez-Granda, Krzysztof J. Geras:
An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department. CoRR abs/2008.01774 (2020)
2010 – 2019
- 2019
- [c5]Sheng Liu, Chhavi Yadav, Carlos Fernandez-Granda, Narges Razavian:
On the design of convolutional neural networks for automatic detection of Alzheimer's disease. ML4H@NeurIPS 2019: 184-201 - [i8]Sheng Liu, Chhavi Yadav, Carlos Fernandez-Granda, Narges Razavian:
On the design of convolutional neural networks for automatic detection of Alzheimer's disease. CoRR abs/1911.03740 (2019) - [i7]Aakash Kaku, Chaitra V. Hegde, Jeffrey Huang, Sohae Chung, Xiuyuan Wang, Matthew Young, Alireza Radmanesh, Yvonne W. Lui, Narges Razavian:
DARTS: DenseUnet-based Automatic Rapid Tool for brain Segmentation. CoRR abs/1911.05567 (2019) - [i6]Josie Williams, Narges Razavian:
Towards Quantification of Bias in Machine Learning for Healthcare: A Case Study of Renal Failure Prediction. CoRR abs/1911.07679 (2019) - [i5]Xiaoyi Zhang, Rodoniki Athanasiadou, Narges Razavian:
Tracing State-Level Obesity Prevalence from Sentence Embeddings of Tweets: A Feasibility Study. CoRR abs/1911.11324 (2019) - [i4]Weicheng Zhu, Narges Razavian:
Graph Neural Network on Electronic Health Records for Predicting Alzheimer's Disease. CoRR abs/1912.03761 (2019) - 2018
- [c4]Jingshu Liu, Zachariah Zhang, Narges Razavian:
Deep EHR: Chronic Disease Prediction Using Medical Notes. MLHC 2018: 440-464 - [i3]Jingshu Liu, Zachariah Zhang, Narges Razavian:
Deep EHR: Chronic Disease Prediction Using Medical Notes. CoRR abs/1808.04928 (2018) - 2016
- [c3]Narges Razavian, Jake Marcus, David A. Sontag:
Multi-task Prediction of Disease Onsets from Longitudinal Laboratory Tests. MLHC 2016: 73-100 - [i2]Narges Razavian, Jake Marcus, David A. Sontag:
Multi-task Prediction of Disease Onsets from Longitudinal Lab Tests. CoRR abs/1608.00647 (2016) - 2015
- [j3]Narges Razavian, Saul Blecker, Ann Marie Schmidt, Aaron Smith-McLallen, Somesh Nigam, David A. Sontag:
Population-Level Prediction of Type 2 Diabetes From Claims Data and Analysis of Risk Factors. Big Data 3(4): 277-287 (2015) - [j2]Narges Razavian:
Advancing the frontier of data-driven healthcare. XRDS 21(4): 34-37 (2015) - [c2]Josua Krause, Narges Razavian, Enrico Bertini, David A. Sontag:
Visual Exploration of Temporal Data in Electronic Medical Records. AMIA 2015 - [c1]Narges Razavian, Saul Blecker, David A. Sontag:
Gaussian Processes for interpreting Multiple Prostate Specific Antigen measurements for Prostate Cancer Prediction. AMIA 2015 - [i1]Narges Razavian, David A. Sontag:
Temporal Convolutional Neural Networks for Diagnosis from Lab Tests. CoRR abs/1511.07938 (2015) - 2012
- [j1]Narges Razavian, Hetunandan Kamisetty, Christopher James Langmead:
Learning generative models of molecular dynamics. BMC Genom. 13(S-1): S5 (2012)
Coauthor Index
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