DASS Good: Explainable Data Mining of Spatial Cohort Data

Developing applicable clinical machine learning models is a difficult task when the data includes spatial information, for example, radiation dose distributions across adjacent organs at risk. We describe the co‐design of a modeling system, DASS, to support the hybrid human‐machine development and v...

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Veröffentlicht in:	Computer graphics forum 2023-06, Vol.42 (3), p.283-295
Hauptverfasser:	Wentzel, A., Floricel, C., Canahuate, G., Naser, M.A., Mohamed, A.S., Fuller, CD, van Dijk, L., Marai, G.E.
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied computing → Life and medical sciences CCS Concepts Co-design Computing methodologies → Machine learning Data mining Domains Human‐centered computing → Scientific visualization Machine learning Prediction models Radiation dosage Radiation therapy Spatial data Steering
Online-Zugang:	Volltext
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