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Blaschko, Matthew B.
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1

Metrics reloaded: recommendations for image analysis valida..:

Maier-Hein, Lena ; Reinke, Annika ; Godau, Patrick...
Nature Methods.  21 (2024)  2 - p. 195-212 , 2024
Link: https://doi.org/10.1038/..
 
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2

Beyond Classification: Definition and Density-based Estimat..:

, In: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV),
Popordanoska, Teodora ; Tiulpin, Aleksei ; Blaschko, Matthew B. - p. 574-583 , 2024
Link: https://doi.org/10.1109/..
 
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3

Confidence-Aware Personalized Federated Learning via Variat..:

, In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
Zhu, Junyi ; Ma, Xingchen ; Blaschko, Matthew B. - p. 24542-24551 , 2023
Link: https://doi.org/10.1109/..
 
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4

Author Correction: Deep learning on fundus images detects g..:

Hemelings, Ruben ; Elen, Bart ; Barbosa-Breda, João...
Scientific Reports.  13 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
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5

A generalizable deep learning regression model for automate..:

Hemelings, Ruben ; Elen, Bart ; Schuster, Alexander K....
npj Digital Medicine.  6 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
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6

LATE-NC aggravates GVD-mediated necroptosis in Alzheimer's ..:

Koper, Marta J. ; Tomé, Sandra O. ; Gawor, Klara...
Acta Neuropathologica Communications.  10 (2022)  1 - p. , 2022
Link: https://doi.org/10.1186/..
 
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7

CLIMAT: Clinically-Inspired Multi-Agent Transformers for Kn..:

, In: 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI),
Nguyen, Huy Hoang ; Saarakkala, Simo ; Blaschko, Matthew B.. - p. 1-5 , 2022
Link: https://doi.org/10.1109/..
 
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8

Pointwise Visual Field Estimation From Optical Coherence To..:

Hemelings, Ruben ; Elen, Bart ; Barbosa-Breda, João...
Translational Vision Science & Technology.  11 (2022)  8 - p. 22 , 2022
Link: https://doi.org/10.1167/..
 
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9

Combinatorial optimization for low bit-width neural network:

, In: 2022 26th International Conference on Pattern Recognition (ICPR),
Zhou, Han ; Ashrafi, Aida ; Blaschko, Matthew B. - p. 2246-2252 , 2022
Link: https://doi.org/10.1109/..
 
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10

Deep learning on fundus images detects glaucoma beyond the ..:

Hemelings, Ruben ; Elen, Bart ; Barbosa-Breda, João...
Scientific Reports.  11 (2021)  1 - p. , 2021
Link: https://doi.org/10.1038/..
 
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11

Pathological myopia classification with simultaneous lesion..:

Hemelings, Ruben ; Elen, Bart ; Blaschko, Matthew B....
Computer Methods and Programs in Biomedicine.  199 (2021)  - p. 105920 , 2021
Link: https://doi.org/10.1016/..
 
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12

AOWS: Adaptive and Optimal Network Width Search With Latenc..:

, In: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
Berman, Maxim ; Pishchulin, Leonid ; Xu, Ning.. - p. 11214-11223 , 2020
Link: https://doi.org/10.1109/..
 
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13

Discriminative Training of Conditional Random Fields with P..:

Berman, Maxim ; Blaschko, Matthew B.
International Journal of Computer Vision.  128 (2020)  6 - p. 1722-1735 , 2020
Link: https://doi.org/10.1007/..
 
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14

Accurate prediction of glaucoma from colour fundus images w..:

Hemelings, Ruben ; Elen, Bart ; Barbosa-Breda, João...
Acta Ophthalmologica.  98 (2019)  1 - p. , 2019
Link: https://doi.org/10.1111/..
 
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15

Function Norms for Neural Networks:

, In: 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW),
Rannen-Triki, Amal ; Berman, Maxim ; Kolmogorov, Vladimir. - p. 748-752 , 2019
Link: https://doi.org/10.1109/..
 
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