Isabella Ellinger

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Skin Lesion Classification Using Hybrid Deep Neural Networks

Amirreza Mahbod, Rupert Ecker, Isabella Ellinger, 2017, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Automated detection, quantification and characterization of osteoclasts in cultures using a combined image-processing and machine-learning strategy

Alexander K. Seewald, Isabella Ellinger, Andreas Heindl, 2011 .

Towards the Automated Detection and Characterization of Osteoclasts in Microscopic Images

Alexander K. Seewald, Isabella Ellinger, Andreas Heindl, 2012 .

A Two-Stage U-Net Algorithm for Segmentation of Nuclei in H&E-Stained Tissues

Gerald Schaefer, Örjan Smedby, Amirreza Mahbod, 2019, ECDP.

Pollen Grain Microscopic Image Classification Using an Ensemble of Fine-Tuned Deep Convolutional Neural Networks pdf

Gerald Schaefer, Amirreza Mahbod, Rupert Ecker, 2020, ICPR Workshops.

CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images pdf

Georg Dorffner, Amirreza Mahbod, Rupert Ecker, 2021, ArXiv.

A Multi-Organ Nucleus Segmentation Challenge

Hao Chen, Minh-Triet Tran, Alison Q. O'Neil, 2020, IEEE Transactions on Medical Imaging.

Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification pdf

Georg Dorffner, Amirreza Mahbod, Rupert Ecker, 2020, 2020 25th International Conference on Pattern Recognition (ICPR).

The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image Classification

Georg Langs, Amirreza Mahbod, Rupert Ecker, 2020, Comput. Methods Programs Biomed..

Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification

Gerald Schaefer, Georg Dorffner, Amirreza Mahbod, 2020, Comput. Methods Programs Biomed..

Breast Cancer Histological Image Classification Using Fine-Tuned Deep Network Fusion

Örjan Smedby, Amirreza Mahbod, Rupert Ecker, 2018, ICIAR.

Fusing fine-tuned deep features for skin lesion classification

Alain Pitiot, Gerald Schaefer, Amirreza Mahbod, 2019, Comput. Medical Imaging Graph..

Automatic Foot Ulcer segmentation Using an Ensemble of Convolutional Neural Networks pdf

Amirreza Mahbod, Rupert Ecker, Isabella Ellinger, 2021, ArXiv.

FUSeg: The Foot Ulcer Segmentation Challenge pdf

Amirreza Mahbod, Isabella Ellinger, Adrian Galdran, 2022, Inf..

MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge

Lisheng Wang, Dwarikanath Mahapatra, Mahdieh Soleymani Baghshah, 2021, IEEE Transactions on Medical Imaging.

CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images

Gerald Schaefer, Georg Dorffner, Amirreza Mahbod, 2021, Comput. Biol. Medicine.

Smallest Unit of Life: Cell Biology

Isabella Ellinger, Adolf Ellinger, 2014 .