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Tucker, Allan
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1

Using Clustering Ensembles and Heuristic Search to Estimate..:

, In: Lecture Notes in Networks and Systems; Intelligent Systems and Applications,
Odebode, Afees Adegoke ; Arzoky, Mahir ; Tucker, Allan... - p. 334-353 , 2024
Link: https://doi.org/10.1007/..
 
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2

Identifying and handling data bias within primary healthcar..:

Draghi, Barbara ; Wang, Zhenchen ; Myles, Puja.
Heliyon.  10 (2024)  2 - p. e24164 , 2024
Link: https://doi.org/10.1016/..
 
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3

Predicting Performance Drift in AI Models of Healthcare Wit..:

, In: Lecture Notes in Computer Science; Advances in Intelligent Data Analysis XXII,
Rotalinti, Ylenia ; Myles, Puja ; Tucker, Allan - p. 167-178 , 2024
Link: https://doi.org/10.1007/..
 
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4

Privacy Assessment of Synthetic Patient Data:

, In: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS),
Nezhad, Ferdoos Hossein ; Rotalinti, Ylenia ; Myles, Puja. - p. 1-6 , 2023
Link: https://doi.org/10.1109/..
 
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5

Creating Synthetic Geospatial Patient Data to Mimic Real Da..:

, In: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS),
Alattal, Dima R. ; Wang, Zhenchen ; Myles, Puja. - p. 7-12 , 2023
Link: https://doi.org/10.1109/..
 
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6

The Impact of Bias on Drift Detection in AI Health Software:

, In: Artificial Intelligence in Medicine; Lecture Notes in Computer Science,
Khoshravan Azar, Asal ; Draghi, Barbara ; Rotalinti, Ylenia.. - p. 313-322 , 2023
Link: https://doi.org/10.1007/..
 
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7

Detecting Drift in Healthcare AI Models Based on Data Avail..:

, In: Communications in Computer and Information Science; Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
Rotalinti, Ylenia ; Tucker, Allan ; Lonergan, Michael.. - p. 243-258 , 2023
Link: https://doi.org/10.1007/..
 
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8

Intelligently Detecting Information Online-Weaponisation Tr..:

, In: Communications in Computer and Information Science; Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
Kara-Isitt, Fawzia Zehra ; Swift, Stephen ; Tucker, Allan - p. 197-214 , 2023
Link: https://doi.org/10.1007/..
 
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9

Artificial Intelligence in Medicine: 21st International Con.. 

Lecture Notes in Artificial Intelligence, 13897
Juarez, Jose M ; Marcos, Mar ; Stiglic, Gregor. - 1st ed. 2023 . , 2023
Link: https://doi.org/10.1007/..
 
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10

New JBI policy emphasizes clinically-meaningful novel machi..:

Tucker, Allan ; Kannampallil, Thomas ; Fodeh, Samah Jarad.
Journal of Biomedical Informatics.  127 (2022)  - p. 104003 , 2022
Link: https://doi.org/10.1016/..
 
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11

Translational potential of JAX humanized APOE mice: traject..:

Vitali, Francesca ; Wiegand, Jean‐Paul L. ; Tucker, Allan..
Alzheimer's & Dementia.  18 (2022)  S5 - p. , 2022
Link: https://doi.org/10.1002/..
 
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12

dunXai: DO-U-Net for Explainable (Multi-label) Image Classi..:

, In: Lecture Notes in Computer Science; Advances in Intelligent Data Analysis XX,
Overton, Toyah ; Tucker, Allan ; James, Tim. - p. 212-224 , 2022
Link: https://doi.org/10.1007/..
 
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13

Exploring the Explicit Modelling of Bias in Machine Learnin..:

, In: 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA),
Al-Luhaybi, Mashael ; Swift, Stephen ; Counsell, Steve. - p. 1799-1806 , 2022
Link: https://doi.org/10.1109/..
 
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14

Leveraging Uncertainty in Deep Learning for Pancreatic Aden..:

, In: Medical Image Understanding and Analysis; Lecture Notes in Computer Science,
Ghoshal, Biraja ; Ghoshal, Bhargab ; Tucker, Allan - p. 565-577 , 2022
Link: https://doi.org/10.1007/..
 
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15

Harnessing Large-Scale Herbarium Image Datasets Through Rep..:

Walker, Barnaby E. ; Tucker, Allan ; Nicolson, Nicky
Frontiers in Plant Science.  12 (2022)  - p. , 2022
Link: https://doi.org/10.3389/..
 
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