41 citations · 56 across the 3 of their papers we have counts for
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cs.CV2021
Deep Orthogonal Fusion: Multimodal Prognostic Biomarker Discovery Integrating Radiology, Pathology, Genomic, and Clinical Data
Nathaniel Braman, Jacob W. H. Gordon, Emery T. Goossens +3
Clinical decision-making in oncology involves multimodal data such as radiology scans, molecular profiling, histopathology slides, and clinical factors. Despite the importance of t…
cs.CV2018
Disease Detection in Weakly Annotated Volumetric Medical Images using a Convolutional LSTM Network
Nathaniel Braman, David Beymer, Ehsan Dehghan
We explore a solution for learning disease signatures from weakly, yet easily obtainable, annotated volumetric medical imaging data by analyzing 3D volumes as a sequence of 2D imag…