Publications

@inproceedings{explain_2022,

title = {Explainable Clinical Decision Support: Towards Patient-Facing Explanations for Education and Long-term Behavior Change},

author = {William Van Woensel and Floriano Scioscia and Giuseppe Loseto and Oshani Seneviratne and Evan Patton and Samina Abidi and Lalana Kagal},

year  = {2022},

date = {2022-06-17},

urldate = {2022-06-17},

booktitle = {20th International Conference on Artificial Intelligence in Medicine (AIME 2022): Demo Track, June 14-17, Halifax, 2022},

publisher = {Springer},

keywords = {Explainability, Semantic Web reasoning},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Extracting Surrogate Decision Trees from Black-box Models to Explain the Temporal Importance of Clinical Features in Predicting Kidney Graft Survival},

author = {Jaber Rad and Karthik Tennankore and Amanda Vinson and Syed Sibte Raza Abidi

},

year  = {2022},

date = {2022-06-14},

urldate = {2022-06-14},

booktitle = {20th International Conference on Artificial Intelligence in Medicine (AIME 2022), June 14-17, 2022, Halifax},

publisher = {Springer},

keywords = {Explainability, Kidney Disease, Machine Learning},

pubstate = {published},

tppubtype = {inproceedings}

}