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Journal Articles
- 2023
[j1]Bharath Srinivas Prabakaran
, Paul Hamelmann, Erik Ostrowski, Muhammad Shafique:
FPUS23: An Ultrasound Fetus Phantom Dataset With Deep Neural Network Evaluations for Fetus Orientations, Fetal Planes, and Anatomical Features. IEEE Access 11: 58308-58317 (2023)
Conference and Workshop Papers
- 2024
- [c4]Erik Ostrowski, Bharath Srinivas Prabakaran, Muhammad Shafique:
A Novel Weakly Supervised Semantic Segmentation Ensemble Framework for Medical Imaging. IJCNN 2024: 1-10 - 2023
- [c3]Erik Ostrowski, Bharath Srinivas Prabakaran, Muhammad Shafique:
SILOP: An Automated Framework for Semantic Segmentation Using Image Labels Based on Object Perimeters. IJCNN 2023: 1-9 - [c2]Erik Ostrowski, Muhammad Shafique:
ISLE: A Framework for Image Level Semantic Segmentation Ensemble. ISVC (2) 2023: 41-52 - [c1]Bharath Srinivas Prabakaran, Erik Ostrowski, Muhammad Shafique:
ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation Using Object Border Fitting for Medical Images. ISVC (1) 2023: 44-55
Informal and Other Publications
- 2024
- [i6]Erik Ostrowski, Muhammad Shafique:
Embedded Deployment of Semantic Segmentation in Medicine through Low-Resolution Inputs. CoRR abs/2403.05340 (2024) - 2023
- [i5]Bharath Srinivas Prabakaran, Paul Hamelmann, Erik Ostrowski, Muhammad Shafique:
FPUS23: An Ultrasound Fetus Phantom Dataset with Deep Neural Network Evaluations for Fetus Orientations, Fetal Planes, and Anatomical Features. CoRR abs/2303.07852 (2023) - [i4]Bharath Srinivas Prabakaran, Erik Ostrowski, Muhammad Shafique:
BoundaryCAM: A Boundary-based Refinement Framework for Weakly Supervised Semantic Segmentation of Medical Images. CoRR abs/2303.07853 (2023) - [i3]Erik Ostrowski, Bharath Srinivas Prabakaran, Muhammad Shafique:
Image Label based Semantic Segmentation Framework using Object Perimeters. CoRR abs/2303.07892 (2023) - [i2]Erik Ostrowski, Bharath Srinivas Prabakaran, Muhammad Shafique:
Exploring Weakly Supervised Semantic Segmentation Ensembles for Medical Imaging Systems. CoRR abs/2303.07896 (2023) - [i1]Erik Ostrowski, Muhammad Shafique:
AutoEnsemble: Automated Ensemble Search Framework for Semantic Segmentation Using Image Labels. CoRR abs/2303.07898 (2023)
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