Search Results for author: Russ Greiner

Found 3 papers, 0 papers with code

FraGNNet: A Deep Probabilistic Model for Mass Spectrum Prediction

no code implementations2 Apr 2024 Adamo Young, Fei Wang, David Wishart, Bo wang, Hannes Röst, Russ Greiner

The process of identifying a compound from its mass spectrum is a critical step in the analysis of complex mixtures.

Retrieval

Ischemic Stroke Lesion Prediction using imbalanced Temporal Deep Gaussian Process (iTDGP)

no code implementations16 Nov 2022 Mohsen Soltanpour, Muhammad Yousefnezhad, Russ Greiner, Pierre Boulanger, Brian Buck

Due to this fact, in this article, we propose the imbalanced Temporal Deep Gaussian Process (iTDGP), a probabilistic model that can improve AIS lesions prediction by using baseline CTP time series.

Time Series Time Series Analysis

Predicting the Long-Term Outcomes of Biologics in Psoriasis Patients Using Machine Learning

no code implementations25 Aug 2019 Sepideh Emam, Amy X. Du, Philip Surmanowicz, Simon F. Thomsen, Russ Greiner, Robert Gniadecki

To determine whether machine learning algorithms can produce models that can accurately predict outcomes of biologic therapy in psoriasis on individual patient level.

BIG-bench Machine Learning Decision Making

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