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A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms.
BMC Med Inform Decis Mak. 2020 Jan 6;20(1):4. doi: 10.1186/s12911-019-1014-6.
BMC Med Inform Decis Mak. 2020.
PMID: 31906931
Free PMC article.
A new Mercer sigmoid kernel for clinical data classification.
Carrington AM, Fieguth PW, Chen HH.
Carrington AM, et al.
Annu Int Conf IEEE Eng Med Biol Soc. 2014;2014:6397-401. doi: 10.1109/EMBC.2014.6945092.
Annu Int Conf IEEE Eng Med Biol Soc. 2014.
PMID: 25571460
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Measuring the Quality of Explanations: The System Causability Scale (SCS): Comparing Human and Machine Explanations.
Holzinger A, Carrington A, Müller H.
Holzinger A, et al.
Kunstliche Intell (Oldenbourg). 2020;34(2):193-198. doi: 10.1007/s13218-020-00636-z. Epub 2020 Jan 21.
Kunstliche Intell (Oldenbourg). 2020.
PMID: 32549653
Free PMC article.
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Deep ROC Analysis and AUC as Balanced Average Accuracy, for Improved Classifier Selection, Audit and Explanation.
Carrington AM, Manuel DG, Fieguth PW, Ramsay T, Osmani V, Wernly B, Bennett C, Hawken S, Magwood O, Sheikh Y, McInnes M, Holzinger A.
Carrington AM, et al.
IEEE Trans Pattern Anal Mach Intell. 2023 Jan;45(1):329-341. doi: 10.1109/TPAMI.2022.3145392. Epub 2022 Dec 5.
IEEE Trans Pattern Anal Mach Intell. 2023.
PMID: 35077357
Free article.
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Using deep-learning in fetal ultrasound analysis for diagnosis of cystic hygroma in the first trimester.
Walker MC, Willner I, Miguel OX, Murphy MSQ, El-Chaâr D, Moretti F, Dingwall Harvey ALJ, Rennicks White R, Muldoon KA, Carrington AM, Hawken S, Aviv RI.
Walker MC, et al. Among authors: carrington am.
PLoS One. 2022 Jun 22;17(6):e0269323. doi: 10.1371/journal.pone.0269323. eCollection 2022.
PLoS One. 2022.
PMID: 35731736
Free PMC article.
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Clinical Features, Non-Contrast CT Radiomic and Radiological Signs in Models for the Prediction of Hematoma Expansion in Intracerebral Hemorrhage.
Chen ZF, Zhang L, Carrington AM, Thornhill R, Miguel O, Auriat AM, Omid-Fard N, Hiremath S, Tshemeister Abitbul V, Dowlatshahi D, Demchuk A, Gladstone D, Morotti A, Casetta I, Fainardi E, Huynh T, Elkabouli M, Talbot Z, Melkus G, Aviv RI.
Chen ZF, et al. Among authors: carrington am.
Can Assoc Radiol J. 2023 Nov;74(4):713-722. doi: 10.1177/08465371231168383. Epub 2023 Apr 18.
Can Assoc Radiol J. 2023.
PMID: 37070854
Free article.
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