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Can Physician Judgment Enhance Model Trustworthiness? A Case Study on Predicting Pathological Lymph Nodes in Rectal Cancer
15 December 2023
Kazuma Kobayashi
Yasuyuki Takamizawa
M. Miyake
Sono Ito
Lin Gu
Tatsuya Nakatsuka
Yu Akagi
Tatsuya Harada
Y. Kanemitsu
Ryuji Hamamoto
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Papers citing
"Can Physician Judgment Enhance Model Trustworthiness? A Case Study on Predicting Pathological Lymph Nodes in Rectal Cancer"
4 / 4 papers shown
Title
Explanation-Driven Interventions for Artificial Intelligence Model Customization: Empowering End-Users to Tailor Black-Box AI in Rhinocytology
Andrea Esposito
Miriana Calvano
Antonio Curci
Francesco Greco
R. Lanzilotti
Antonio Piccinno
16
0
0
07 Apr 2025
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective
Satyapriya Krishna
Tessa Han
Alex Gu
Steven Wu
S. Jabbari
Himabindu Lakkaraju
166
183
0
03 Feb 2022
Towards A Rigorous Science of Interpretable Machine Learning
Finale Doshi-Velez
Been Kim
XAI
FaML
225
3,658
0
28 Feb 2017
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
247
9,042
0
06 Jun 2015
1