Andrew H. Song
Postdoctoral fellow @ Brigham and Women's Hospital/Harvard Medical School
asong@bwh.harvard.edu
I am on the 2024-2025 academic job market.
I am currently a postdoctoral research fellow in the Department of Pathology at Brigham and Women’s Hospital/Harvard medical school, working with Professor Faisal Mahmood. My current research interests are (1) 3D computational pathology, (2) Multimodal deep learning in pathology, and (3) Biomedical signal processing.
Previously, I received Ph.D. from Massachusetts Institute of Technology (MIT) Electrical Engineering and Computer Science (EECS) in Feb. 2022, with a focus on neural signal processing, co-advised by Professors Emery N. Brown (MIT) and Demba Ba (Harvard). I have Bachelor’s & M.Eng. degrees, all in EECS, from MIT. I also served in Republic of Korea Army for two years, during which I was stationed at Tyre, Lebanon as a UN peacekeeping force in Lebanon (UNIFIL) for a year.
news
| Dec 05, 2024 | HEST-1K (paper, code), a collections of 1,229 spatial transcriptomic profiles and morphology samples, will appear in NeurIPS 2024. |
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| Dec 02, 2024 | A preprint for new slide foundation model TITAN is available. |
| Sep 27, 2024 | MADELEINE, a multstain pretraining framework for slide representaiton learning, will appear in ECCV 2024. |
| Jul 25, 2024 | Two preprint on AI for toxicopathology are available - 1) TRACE for preclinical drug safety assessment and 2) GEESE for morphomolecular signature discovery |
| Jun 25, 2024 | HEST-1k, a histology-ST dataset & benchmark, has been released |