Abubakar Abid
Title
Cited by
Cited by
Year
A Primer on Deep Learning in Genomics
J Zou, M Huss, A Abid, P Mohammadi, A Torkamani, A Telenti
Nature genetics 51 (1), 12-18, 2019
2832019
Interpretation of neural networks is fragile
A Ghorbani, A Abid, J Zou
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3681-3688, 2019
2732019
Deep learning interpretation of echocardiograms
A Ghorbani, D Ouyang, A Abid, B He, JH Chen, RA Harrington, DH Liang, ...
NPJ digital medicine 3 (1), 1-10, 2020
742020
Exploring patterns enriched in a dataset with contrastive principal component analysis
A Abid, MJ Zhang, VK Bagaria, J Zou
Nature communications 9 (1), 1-7, 2018
68*2018
Concrete autoencoders: Differentiable feature selection and reconstruction
MF Balın, A Abid, J Zou
International conference on machine learning, 444-453, 2019
56*2019
Linear regression with shuffled labels
A Abid, A Poon, J Zou
arXiv preprint arXiv:1705.01342, 2017
402017
Integrating spatial gene expression and breast tumour morphology via deep learning
B He, L Bergenstråhle, L Stenbeck, A Abid, A Andersson, Å Borg, ...
Nature biomedical engineering 4 (8), 827-834, 2020
362020
Wireless power transfer to millimeter-sized gastrointestinal electronics validated in a swine model
A Abid, JM O’Brien, T Bensel, C Cleveland, L Booth, BR Smith, R Langer, ...
Scientific reports 7 (1), 1-6, 2017
362017
3D‐printed gastric resident electronics
YL Kong, X Zou, CA McCandler, AR Kirtane, S Ning, J Zhou, A Abid, ...
Advanced materials technologies 4 (3), 1800490, 2019
332019
Autowarp: Learning a warping distance from unlabeled time series using sequence autoencoders
A Abid, J Zou
Advances in Neural Information Processing Systems, 2018, 2018
222018
Stochastic EM for Shuffled Linear Regression
A Abid, J Zou
arXiv preprint arXiv:1804.00681, 2018
20*2018
Contrastive variational autoencoder enhances salient features
A Abid, J Zou
arXiv preprint arXiv:1902.04601, 2019
192019
Large language models associate Muslims with violence
A Abid, M Farooqi, J Zou
Nature Machine Intelligence 3 (6), 461-463, 2021
10*2021
Model-based estimation of respiratory parameters from capnography, with application to diagnosing obstructive lung disease
A Abid, RJ Mieloszyk, GC Verghese, BS Krauss, T Heldt
IEEE Transactions on Biomedical Engineering 64 (12), 2957-2967, 2017
92017
Contrastive multivariate singular spectrum analysis
AH Dirie, A Abid, J Zou
2019 57th Annual Allerton Conference on Communication, Control, and …, 2019
62019
Gradio: Hassle-free sharing and testing of ml models in the wild
A Abid, A Abdalla, A Abid, D Khan, A Alfozan, J Zou
arXiv preprint arXiv:1906.02569, 2019
42019
Moldesigner: Interactive design of efficacious drugs with deep learning
K Huang, T Fu, D Khan, A Abid, A Abdalla, A Abid, LM Glass, M Zitnik, ...
arXiv preprint arXiv:2010.03951, 2020
32020
An online platform for interactive feedback in biomedical machine learning
A Abid, A Abdalla, A Abid, D Khan, A Alfozan, J Zou
Nature Machine Intelligence 2 (2), 86-88, 2020
32020
Model-based estimation of pulmonary compliance and resistance parameters from time-based capnography
A Abid, RJ Mieloszyk, GC Verghese, BS Krauss, T Heldt
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
22015
Meaningfully Explaining a Model's Mistakes
A Abid, J Zou
arXiv preprint arXiv:2106.12723, 2021
2021
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Articles 1–20