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1

Accurate Neonatal Face Detection for Improved Pain Classifi..:

Hausmann, Jacqueline ; Salekin, Md Sirajus ; Zamzmi, Ghada...
IEEE Access. 12 (2024) - p. 49122-49133 , 2024

Link: https://doi.org/10.1109/..

2

Uncovering the effects of model initialization on deep mode..:

Rajaraman, Sivaramakrishnan ; Zamzmi, Ghada ; Yang, Feng...
PLOS Digital Health. 3 (2024) 1 - p. e0000286 , 2024

Link: https://doi.org/10.1371/..

3

Semantically redundant training data removal and deep model..:

Rajaraman, Sivaramakrishnan ; Zamzmi, Ghada ; Yang, Feng...
Computerized Medical Imaging and Graphics. 115 (2024) - p. 102379 , 2024

Link: https://doi.org/10.1016/..

4

Performances achieved with the external Ped-11 test:

Sivaramakrishnan Rajaraman ; Ghada Zamzmi ; Feng Yang...
doi:10.1371/journal.pdig.0000286.s006. , 2024

Link: https://doi.org/10.1371/..

5

Comparing the model performances when predicting the extern..:

Sivaramakrishnan Rajaraman ; Ghada Zamzmi ; Feng Yang...
doi:10.1371/journal.pdig.0000286.t006. , 2024

Link: https://doi.org/10.1371/..

6

Histograms of the Softmax activations of Cold-RP and Cold-I..:

Sivaramakrishnan Rajaraman ; Ghada Zamzmi ; Feng Yang...
doi:10.1371/journal.pdig.0000286.g002. , 2024

Link: https://doi.org/10.1371/..

7

AUPRC of the models while predicting the internal adult tes..:

Sivaramakrishnan Rajaraman ; Ghada Zamzmi ; Feng Yang...
doi:10.1371/journal.pdig.0000286.g004. , 2024

Link: https://doi.org/10.1371/..

8

Heatmap showing EMD values between each model pair for the ..:

Sivaramakrishnan Rajaraman ; Ghada Zamzmi ; Feng Yang...
doi:10.1371/journal.pdig.0000286.g006. , 2024

Link: https://doi.org/10.1371/..

9

Performance of models initialized with random and ImageNet-..:

Sivaramakrishnan Rajaraman ; Ghada Zamzmi ; Feng Yang...
doi:10.1371/journal.pdig.0000286.t004. , 2024

Link: https://doi.org/10.1371/..

10

Comparing the model performances when predicting the extern..:

Sivaramakrishnan Rajaraman ; Ghada Zamzmi ; Feng Yang...
doi:10.1371/journal.pdig.0000286.t006. , 2024

Link: https://doi.org/10.1371/..

11

Data and model terminologies:

Sivaramakrishnan Rajaraman ; Ghada Zamzmi ; Feng Yang...
doi:10.1371/journal.pdig.0000286.t003. , 2024

Link: https://doi.org/10.1371/..

12

Scatter plots show the correlation in weights between pairs..:

Sivaramakrishnan Rajaraman ; Ghada Zamzmi ; Feng Yang...
doi:10.1371/journal.pdig.0000286.g007. , 2024

Link: https://doi.org/10.1371/..

13

AUPRC of the models while predicting the internal adult tes..:

Sivaramakrishnan Rajaraman ; Ghada Zamzmi ; Feng Yang...
doi:10.1371/journal.pdig.0000286.g004. , 2024

Link: https://doi.org/10.1371/..

14

Internal adult test performance comparison between the Cold..:

Sivaramakrishnan Rajaraman ; Ghada Zamzmi ; Feng Yang...
doi:10.1371/journal.pdig.0000286.g001. , 2024

Link: https://doi.org/10.1371/..

15

Performances achieved with the external adult test:

Sivaramakrishnan Rajaraman ; Ghada Zamzmi ; Feng Yang...
doi:10.1371/journal.pdig.0000286.s004. , 2024

Link: https://doi.org/10.1371/..

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