919 citations
- Harvard UniversityUS42 papers
- Massachusetts Institute of TechnologyUS39 papers
- Massachusetts General HospitalUS26 papers
- Athinoula A. Martinos Center for Biomedical ImagingUS16 papers
- Brigham and Women's HospitalUS5 papers
- Broad InstituteUS5 papers
- Center for Astrophysics Harvard & SmithsonianUS5 papers
- Harvard University PressUS5 papers
- Boston Children's HospitalUS4 papers
- Boston UniversityUS3 papers
- Center for Systems BiologyUS3 papers
- Johns Hopkins UniversityUS3 papers
57 papers
A Multimodal Deep Learning Approach for White Matter Shape Prediction in Diffusion MRI Tractography
Yui Lo, Yuqian Chen, Dongnan Liu +8
Shape measures have emerged as promising descriptors of white matter tractography, offering complementary insights into anatomical variability and associations with cognitive and c…
Optical Coherence Elastography Measures Mechanical Tension in the Lens and Capsule
Xu Feng, Guo-yang Li, Yuxuan Jiang +2
Lens tension is essential for accommodative vision but remains difficult to measure with precision. Here, we present an optical coherence elastography (OCE) technique that quantifi…
The shape of the brain's connections is predictive of cognitive performance: an explainable machine learning study
Yui Lo, Yuqian Chen, Dongnan Liu +9
The shape of the brain's white matter connections is relatively unexplored in diffusion MRI tractography analysis. While it is known that tract shape varies in populations and acro…
MicroBundlePillarTrack: A Python package for automated segmentation, tracking, and analysis of pillar deflection in cardiac microbundles
Hiba Kobeissi, Xining Gao, Samuel J. DePalma +8
Movies of human induced pluripotent stem cell (hiPSC)-derived engineered cardiac tissue (microbundles) contain abundant information about structural and functional maturity. Howeve…
Detecting QT prolongation From a Single-lead ECG With Deep Learning
Ridwan Alam, Aaron Aguirre, Collin Stultz
For a number of antiarrhythmics, drug loading requires a 3 day hospitalization with monitoring for QT prolongation. Automated QT monitoring with wearable ECG monitors would facilit…
Artificial Intelligence for Digital and Computational Pathology
Andrew H. Song, Guillaume Jaume, Drew F. K. Williamson +4
Advances in digitizing tissue slides and the fast-paced progress in artificial intelligence, including deep learning, have boosted the field of computational pathology. This field…