Humans

Transferable and Interpretable Treatment Effectiveness Prediction for Ovarian Cancer via Multimodal Deep Learning
Ovarian cancer, a potentially life-threatening disease, is often difficult to treat. There is a critical need for innovations that can …
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Road to automating robotic suturing skills assessment: Battling mislabeling of the ground truth
OBJECTIVE: To automate surgeon skills evaluation using robotic instrument kinematic data. Additionally, to implement an unsupervised …
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Utilizing Machine Learning and Automated Performance Metrics to Evaluate Robot-Assisted Radical Prostatectomy Performance and Predict Outcomes
PURPOSE: Surgical performance is critical for clinical outcomes. We present a novel machine learning (ML) method of processing …
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Temporal graphical models for cross-species gene regulatory network discovery
Many genes and biological processes function in similar ways across different species. Cross-species gene expression analysis, as a …
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