output
20172023
most citedTransfer learning for multi-center classification of chronic obstructive pulmonary disease

89 citations

6 papers

stat.AP2023★ 3 cited

Increasing the Spatial Coverage of Atmospheric Aerosol Depth Measurements Using Random Forest and Mean Filters

Zhongying Wang, Rafael Pires de Lima, James L. Crooks +2

Aerosols play a critical role in atmospheric chemistry, and affect clouds, climate, and human health. However, the spatial coverage of satellite-derived aerosol optical depth (AOD)…

stat.ME2019★ 11 cited

Bayesian Inference of Networks Across Multiple Sample Groups and Data Types

Elin Shaddox, Christine B. Peterson, Francesco C. Stingo +5

In this paper, we develop a graphical modeling framework for the inference of networks across multiple sample groups and data types. In medical studies, this setting arises wheneve…

q-bio.QM2019★ 71 cited

Augmenting adaptive immunity: progress and challenges in the quantitative engineering and analysis of adaptive immune receptor repertoires

Alex J. Brown, Igor Snapkov, Rahmad Akbar +4

The adaptive immune system is a natural diagnostic and therapeutic. It recognizes threats earlier than clinical symptoms manifest and neutralizes antigen with exquisite specificity…

q-bio.MN2018★ 1 cited

Molecular Regulation of Histamine Synthesis

Hua Huang, Yapeng Li, Jinyi Liang +1

Histamine is a critical mediator of IgE/ cell-mediated anaphylaxis, a neurotransmitter and a regulator of gastric acid secretion. Histamine is a monoamine synthesized from the amin…

cond-mat.stat-mech2017★ 28 cited

Solid-like features in dense vapors near the fluid critical point

George Ruppeiner, Nathan Dyjack, Abigail McAloon +1

The phase diagram (pressure versus temperature) of the pure fluid is typically envisioned as being featureless apart from the presence of the liquid-vapor coexistence curve termina…

cs.CV2017★ 89 cited

Transfer learning for multi-center classification of chronic obstructive pulmonary disease

Veronika Cheplygina, Isabel Pino Peña, Jesper Holst Pedersen +3

Chronic obstructive pulmonary disease (COPD) is a lung disease which can be quantified using chest computed tomography (CT) scans. Recent studies have shown that COPD can be automa…