| 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 | 696 | 2020 |
| 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 | 39* | 2022 |
| How machine learning is powering neuroimaging to improve brain health NM Singh, JB Harrod, S Subramanian, M Robinson, K Chang, ... Neuroinformatics 20 (4), 943-964, 2022 | 31 | 2022 |
| 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 | 25 | 2023 |
| 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 | 24 | 2024 |
| 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 | 21 | 2018 |
| 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 | 20 | 2022 |
| 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 | 13 | 2019 |
| A deep learning approach for image quality assessment of fetal brain MRI S Lala, N Singh, B Gagoski, E Turk, PE Grant, P Golland, E Adalsteinsson Proceedings of the 27th Annual Meeting of ISMRM, Montréal, Québec, Canada 839, 2019 | 11 | 2019 |
| 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 | 10 | 2017 |
| 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 | 9 | 2020 |
| 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 | 2 | 2023 |
| Deeper evaluation of a single-cell foundation model R Boiarsky, NM Singh, A Buendia, AP Amini, G Getz, D Sontag Nature Machine Intelligence 6 (12), 1443-1446, 2024 | 1 | 2024 |
| Automated MRI k-space Motion Artifact Detection in Segmented Multi-Slice Sequences I Jang, RS Frost, M Hoffmann, NM Singh, L Chen, A Guidon, ... International Society for Magnetic Resonance in Medicine 5015, 2022 | 1 | 2022 |
| Deep-ER: Deep Learning ECCENTRIC Reconstruction for fast high-resolution neurometabolic imaging P Weiser, G Langs, W Bogner, S Motyka, B Strasser, P Golland, N Singh, ... NeuroImage, 121045, 2025 | | 2025 |
| SYSTEM AND METHOD FOR RIGID MOTION CORRECTION IN MAGNETIC RESONANCE IMAGING N Singh, M Hoffmann, SR Frost, AV Dalca, BR Fischl, P Golland, ... US Patent App. 18/770,330, 2025 | | 2025 |
| 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 |
| Physics-Inspired Deep Learning for Inverse Problems in MRI NM Singh Massachusetts Institute of Technology, 2023 | | 2023 |
| Deep-ECCENTRIC: Deep Learning Reconstruction of whole-brain non-Cartesian Compressed-Sensing MR Spectroscopic Imaging P Weiser, G Langs, S Motyka, B Strasser, W Bogner, P Goland, N Singh, ... | | |
| Motion-Aware Neural Networks Improve Rigid Motion Correction of Accelerated Segmented Multislice MRI NM Singh, M Hoffmann, E Adalsteinsson, B Fischl, P Golland, AV Dalca, ... | | |