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Davis J. McCarthy
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2020 – today
- 2024
- [j6]Yuanhong Chen
, Yuyuan Liu, Chong Wang
, Michael Elliott
, Chun Fung Kwok
, Carlos A. Peña-Solórzano
, Yu Tian
, Fengbei Liu
, Helen Frazer
, Davis J. McCarthy
, Gustavo Carneiro
:
BRAIxDet: Learning to detect malignant breast lesion with incomplete annotations. Medical Image Anal. 96: 103192 (2024) - [j5]Chong Wang
, Yuanhong Chen, Fengbei Liu, Michael Elliott
, Chun Fung Kwok
, Carlos A. Peña-Solórzano
, Helen Frazer, Davis James McCarthy, Gustavo Carneiro
:
An Interpretable and Accurate Deep-Learning Diagnosis Framework Modeled With Fully and Semi-Supervised Reciprocal Learning. IEEE Trans. Medical Imaging 43(1): 392-404 (2024) - 2023
- [c3]Chong Wang, Yuyuan Liu, Yuanhong Chen, Fengbei Liu, Yu Tian, Davis J. McCarthy, Helen Frazer, Gustavo Carneiro:
Learning Support and Trivial Prototypes for Interpretable Image Classification. ICCV 2023: 2062-2072 - [i7]Chong Wang, Yuyuan Liu, Yuanhong Chen, Fengbei Liu, Yu Tian, Davis J. McCarthy, Helen Frazer, Gustavo Carneiro
:
Learning Support and Trivial Prototypes for Interpretable Image Classification. CoRR abs/2301.04011 (2023) - [i6]Yuanhong Chen, Yuyuan Liu, Chong Wang, Michael Elliott, Chun Fung Kwok, Carlos A. Peña-Solórzano, Yu Tian, Fengbei Liu, Helen Frazer, Davis J. McCarthy, Gustavo Carneiro
:
BRAIxDet: Learning to Detect Malignant Breast Lesion with Incomplete Annotations. CoRR abs/2301.13418 (2023) - [i5]Hui Li, Carlos A. Peña-Solórzano, Susan Wei, Davis J. McCarthy:
Technical outlier detection via convolutional variational autoencoder for the ADMANI breast mammogram dataset. CoRR abs/2305.12068 (2023) - [i4]Chong Wang, Yuanhong Chen, Fengbei Liu, Davis James McCarthy, Helen Frazer, Gustavo Carneiro:
Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable Image Classification. CoRR abs/2312.00092 (2023) - 2022
- [j4]Hui Li, Davis J. McCarthy, Heejung Shim
, Susan Wei
:
Trade-off between conservation of biological variation and batch effect removal in deep generative modeling for single-cell transcriptomics. BMC Bioinform. 23(1): 460 (2022) - [c2]Yuanhong Chen, Hu Wang, Chong Wang, Yu Tian, Fengbei Liu, Yuyuan Liu
, Michael Elliott
, Davis J. McCarthy, Helen Frazer, Gustavo Carneiro
:
Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification Generalisation. MICCAI (3) 2022: 3-13 - [c1]Chong Wang
, Yuanhong Chen, Yuyuan Liu
, Yu Tian, Fengbei Liu, Davis J. McCarthy, Michael Elliott
, Helen Frazer, Gustavo Carneiro
:
Knowledge Distillation to Ensemble Global and Interpretable Prototype-Based Mammogram Classification Models. MICCAI (3) 2022: 14-24 - [i3]Yuanhong Chen, Hu Wang, Chong Wang, Yu Tian, Fengbei Liu, Michael Elliott, Davis J. McCarthy, Helen Frazer, Gustavo Carneiro
:
Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification Generalisation. CoRR abs/2209.10478 (2022) - [i2]Chong Wang, Yuanhong Chen, Yuyuan Liu, Yu Tian, Fengbei Liu, Davis J. McCarthy, Michael Elliott, Helen Frazer, Gustavo Carneiro
:
Knowledge Distillation to Ensemble Global and Interpretable Prototype-Based Mammogram Classification Models. CoRR abs/2209.12420 (2022)
2010 – 2019
- 2019
- [i1]David Laehnemann
, Johannes Köster
, Ewa Szczurek, Davis J. McCarthy
, Stephanie C. Hicks
, Mark D. Robinson
, Catalina A. Vallejos
, Niko Beerenwinkel, Kieran R. Campbell, Ahmed Mahfouz
, Luca Pinello, Pavel Skums, Alexandros Stamatakis
, Camille Stephan-Otto Attolini, Samuel Aparicio, Jasmijn A. Baaijens
, Marleen Balvert, Buys de Barbanson, Antonio Cappuccio, Giacomo Corleone, Bas E. Dutilh
, Maria Florescu
, Victor Guryev, Rens Holmer
, Katharina Jahn, Thamar Jessurun Lobo
, Emma M. Keizer, Indu Khatri
, Szymon M. Kielbasa
, Jan O. Korbel, Alexey M. Kozlov
, Tzu-Hao Kuo, Boudewijn P. F. Lelieveldt, Ion I. Mandoiu
, John C. Marioni
, Tobias Marschall
, Felix Mölder
, Amir Niknejad, Lukasz Raczkowski, Marcel J. T. Reinders, Jeroen de Ridder
, Antoine-Emmanuel Saliba
, Antonios Somarakis, Oliver Stegle, Fabian J. Theis, Huan Yang, Alex Zelikovsky, Alice C. McHardy, Benjamin J. Raphael, Sohrab P. Shah, Alexander Schönhuth:
12 Grand Challenges in Single-Cell Data Science. PeerJ Prepr. 7: e27885 (2019) - 2017
- [j3]Davis J. McCarthy
, Kieran R. Campbell
, Aaron T. L. Lun, Quin F. Wills:
Scater: pre-processing, quality control, normalization and visualization of single-cell RNA-seq data in R. Bioinform. 33(8): 1179-1186 (2017) - 2010
- [j2]Mark D. Robinson
, Davis J. McCarthy
, Gordon K. Smyth
:
edgeR: a Bioconductor package for differential expression analysis of digital gene expression data. Bioinform. 26(1): 139-140 (2010)
2000 – 2009
- 2009
- [j1]Davis J. McCarthy
, Gordon K. Smyth
:
Testing significance relative to a fold-change threshold is a TREAT. Bioinform. 25(6): 765-771 (2009)
Coauthor Index
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last updated on 2024-08-03 21:10 CEST by the dblp team
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