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Nalini Singh
Nalini Singh
Postdoc, UC Berkeley
Verified email at berkeley.edu - Homepage
Title
Cited by
Cited by
Year
A deep learning system for differential diagnosis of skin diseases
Y Liu, A Jain, C Eng, DH Way, K Lee, P Bui, K Kanada, ...
Nature Medicine 26 (6), 900-908, 2020
5312020
Joint frequency and image space learning for MRI reconstruction and analysis
NM Singh, JE Iglesias, E Adalsteinsson, AV Dalca, P Golland
The journal of machine learning for biomedical imaging 2022, 2022
26*2022
How Machine Learning is Powering Neuroimaging to Improve Brain Health
NM Singh, JB Harrod, S Subramanian, M Robinson, K Chang, ...
Neuroinformatics, 1-22, 2022
172022
UncertaINR: Uncertainty Quantification of End-to-End Implicit Neural Representations for Computed Tomography
F Vasconcelos, B He, N Singh, YW Teh
arXiv preprint arXiv:2202.10847, 2022
172022
Molecular Docking for Prediction and Interpretation of Adverse Drug Reactions
H Luo, A Fokoue-Nkoutche, N Singh, L Yang, J Hu, P Zhang
Combinatorial chemistry & high throughput screening 21 (5), 314-322, 2018
172018
Goats decrease hindlimb stiffness when walking over compliant surfaces
TR Clites, AS Arnold, NM Singh, E Kline, H Chen, C Tugman, B Billadeau, ...
Journal of Experimental Biology 222 (10), jeb198325, 2019
102019
Data consistent deep rigid MRI motion correction
NM Singh, N Dey, M Hoffmann, B Fischl, E Adalsteinsson, R Frost, ...
Medical Imaging with Deep Learning, 368-381, 2024
82024
Agreement Between Saliency Maps and Human-Labeled Regions of Interest: Applications to Skin Disease Classification
N Singh, K Lee, D Coz, C Angermueller, S Huang, A Loh, Y Liu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
82020
A deep learning approach for image quality assessment of fetal brain MRI
S Lala, N Singh, B Gagoski, E Turk, P Grant, P Golland, E Adalsteinsson
Proceedings of the 27th Annual Meeting of ISMRM, Montréal, Québec, Canada, 839, 2019
72019
Guided-Airdrop Vision-Based Navigation
C Dever, T Dyer, L Hamilton, P Lommel, S Mohiuddin, A Reiter, N Singh, ...
24th AIAA Aerodynamic Decelerator Systems Technology Conference, 3723, 2017
72017
A Deep Dive into Single-Cell RNA Sequencing Foundation Models
R Boiarsky, NM Singh, A Buendia, G Getz, D Sontag
bioRxiv, 2023.10. 19.563100, 2023
22023
Automated MRI k-space Motion Artifact Detection in Segmented Multi-Slice Sequences
I Jang, RS Frost, M Hoffmann, NM Singh, L Chen, A Guidon, ...
2*
Clinical evaluation of k-space correlation informed motion artifact detection in segmented multi-slice MRI
I Jang, M Hoffmann, N Singh, Y Balbastre, L Chen, MABC Rockenbach, ...
Proceedings of the International Society for Magnetic Resonance in Medicine …, 2023
2023
Can we predict motion artifacts in clinical MRI before the scan completes?
M Hoffmann, NM Singh, AV Dalca, B Fischl, R Frost
Proceedings of the International Society for Magnetic Resonance in Medicine …, 2023
2023
A Deep-Learning Framework for Image Reconstruction of Undersampled and Motion-Corrupted k-space Data
NM Singh, JE Iglesias, E Adalsteinsson, AV Dalca, P Golland
Joint Neural Network for Fast Retrospective Rigid Motion Correction of Accelerated Segmented Multislice MRI
NM Singh, M Hoffmann, DC Moyer, I Jang, L Chen, MABC Rockenbach, ...
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