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Paper Details

Dynamic predictions of postoperative complications from explainable, uncertainty-aware, and multi-task deep neural networks.
Sci Rep
3
2023
patient, patients
Humans, Longitudinal Studies, Machine Learning, Neural Networks, Computer, Postoperative Complications, Uncertainty
Author NameAffiliation
Benjamin ShickelUniversity of Florida
Benjamin ShickelUniversity of Florida
Benjamin ShickelUniversity of Florida
Benjamin ShickelUniversity of Florida
Tyler J LoftusUniversity of Florida
Tyler J LoftusUniversity of Florida
Tyler J LoftusUniversity of Florida
Tyler J LoftusUniversity of Florida
Matthew M RuppertUniversity of Florida
Matthew M RuppertUniversity of Florida
Matthew M RuppertUniversity of Florida
Gilbert R UpchurchUniversity of Florida
Tezcan Ozrazgat-BaslantiUniversity of Florida
Tezcan Ozrazgat-BaslantiUniversity of Florida
Tezcan Ozrazgat-BaslantiUniversity of Florida
Tezcan Ozrazgat-BaslantiUniversity of Florida
Tezcan Ozrazgat-BaslantiUniversity of Florida
Tezcan Ozrazgat-BaslantiUniversity of Florida
Parisa RashidiUniversity of Florida
Parisa RashidiUniversity of Florida
Parisa RashidiUniversity of Florida
Parisa RashidiUniversity of Florida
Azra BihoracUniversity of Florida
Azra BihoracUniversity of Florida
Azra BihoracUniversity of Florida
Azra BihoracUniversity of Florida
Azra BihoracUniversity of Florida
Azra BihoracUniversity of Florida
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