| Towards a general-purpose foundation model for computational pathology RJ Chen, T Ding, MY Lu, DFK Williamson, G Jaume, AH Song, B Chen, ... Nature Medicine 30 (3), 850-862, 2024 | 356* | 2024 |
| Electroencephalogram signatures of ketamine anesthesia-induced unconsciousness O Akeju, AH Song, AE Hamilos, KJ Pavone, FJ Flores, EN Brown, ... Clinical neurophysiology 127 (6), 2414-2422, 2016 | 203 | 2016 |
| Artificial intelligence for digital and computational pathology AH Song*, G Jaume*, DFK Williamson, MY Lu, A Vaidya, TR Miller, ... Nature Reviews Bioengineering 1 (12), 930-949, 2023 | 140 | 2023 |
| Channel-Attention Dense U-Net for Multichannel Speech Enhancement B Tolooshams, R Giri, AH Song, U Isik, A Krishnaswamy ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 102 | 2020 |
| Pharmacological modulation of noradrenergic arousal circuitry disrupts functional connectivity of the locus ceruleus in humans AH Song, A Kucyi, V Napadow, EN Brown, ML Loggia, O Akeju Journal of Neuroscience 37 (29), 6938-6945, 2017 | 86 | 2017 |
| GABAA circuit mechanisms are associated with ether anesthesia-induced unconsciousness O Akeju, AE Hamilos, AH Song, KJ Pavone, PL Purdon, EN Brown Clinical Neurophysiology 127 (6), 2472-2481, 2016 | 45 | 2016 |
| Covariance-free sparse Bayesian learning A Lin, AH Song, B Bilgic, D Ba IEEE Transactions on Signal Processing 70, 3818-3831, 2022 | 32 | 2022 |
| Bring your own learner: A cloud-based, data-parallel commons for machine learning I Arnaldo, K Veeramachaneni, A Song, UM O'Reilly IEEE Computational Intelligence Magazine 10 (1), 20-32, 2015 | 31 | 2015 |
| Convolutional dictionary learning based auto-encoders for natural exponential-family distributions B Tolooshams*, A Song*, S Temereanca, D Ba International Conference on Machine Learning, 9493-9503, 2020 | 29 | 2020 |
| Analysis of 3D pathology samples using weakly supervised AI AH Song, M Williams, DFK Williamson, SSL Chow, G Jaume, G Gao, ... Cell 187 (10), 2502-2520. e17, 2024 | 27* | 2024 |
| Demographic bias in misdiagnosis by computational pathology models A Vaidya, RJ Chen, DFK Williamson, AH Song, G Jaume, Y Yang, ... Nature Medicine 30 (4), 1174-1190, 2024 | 27 | 2024 |
| Morphological prototyping for unsupervised slide representation learning in computational pathology AH Song*, RJ Chen*, T Ding, DFK Williamson, G Jaume, F Mahmood CVPR, 11566-11578, 2024 | 20 | 2024 |
| Transcriptomics-guided slide representation learning in computational pathology G Jaume, L Oldenburg, A Vaidya, RJ Chen, DFK Williamson, T Peeters, ... CVPR, 9632-9644, 2024 | 19 | 2024 |
| Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance pooling I Carmichael*, AH Song*, RJ Chen, DFK Williamson, TY Chen, ... International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 17 | 2022 |
| HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis G Jaume, P Doucet, AH Song, MY Lu, C Almagro-Pérez, SJ Wagner, ... arXiv preprint arXiv:2406.16192, 2024 | 14 | 2024 |
| Integrating context for superior cancer prognosis G Jaume*, AH Song*, F Mahmood Nature Biomedical Engineering, 2022 | 12 | 2022 |
| Convolutional dictionary learning with grid refinement AH Song, FJ Flores, D Ba IEEE Transactions on Signal Processing 68, 2558-2573, 2020 | 12 | 2020 |
| Multimodal Prototyping for cancer survival prediction AH Song, RJ Chen, G Jaume, AJ Vaidya, A Baras, F Mahmood ICML, 2024 | 9* | 2024 |
| PLSO: A generative framework for decomposing nonstationary timeseries into piecewise stationary oscillatory components A Song, D Ba, E Brown Uncertainty in Artificial Intelligence (UAI), 2021 | 9 | 2021 |
| Multistain Pretraining for Slide Representation Learning in Pathology G Jaume, A Vaidya, A Zhang, A H Song, R J Chen, S Sahai, D Mo, ... European Conference on Computer Vision, 19-37, 2025 | 6 | 2025 |
Faisal MahmoodAssociate Professor, Harvard UniversityVerified email at fas.harvard.edu