Browsing by Department "Construction Science"

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Explainable Artificial Intelligence Reveals Novel Insight into Tumor Microenvironment Conditions Linked with Better Prognosis in Patients with Breast Cancer

Chakraborty, Debaditya; Ivan, Cristina; Amero, Paola; Khan, Maliha; Rodriguez-Aguayo, Cristian; Başağaoğlu, Hakan; Lopez-Berestein, Gabriel (7/9/2021)

We investigated the data-driven relationship between immune cell composition in the tumor microenvironment (TME) and the ≥5-year survival rates of breast cancer patients using explainable artificial intelligence (XAI) ...
Reliable Evapotranspiration Predictions with a Probabilistic Machine Learning Framework

Başağaoğlu, Hakan; Chakraborty, Debaditya; Winterle, James (2/22/2021)

Evapotranspiration is often expressed in terms of reference crop evapotranspiration (ETo), actual evapotranspiration (ETa), or surface water evaporation (Esw), and their reliable predictions are critical for groundwater, ...
Wearable Sensing Devices: Towards the Development of a Personalized System for Construction Safety and Health Risk Mitigation

Nnaji, Chukwuma; Awolusi, Ibukun; Park, JeeWoong; Albert, Alex (1/20/2021)

Wearable sensing devices (WSDs) are increasingly helping workers stay safe and healthy in several industries. However, workers, especially in the construction industry, have shown some aversion towards the use of WSDs due ...