Skin Lesion Classification Using Hybrid Deep Neural Networks. - Amirreza Mahbod; Rupert Ecker; Isabella Ellinger (CoRR, 2017)

Breast Cancer Histological Image Classification Using Fine-Tuned Deep Network Fusion. - Amirreza Mahbod; Isabella Ellinger; Rupert Ecker; Örjan Smedby; Chunliang Wang (ICIAR, 2018)

A Two-Stage U-Net Algorithm for Segmentation of Nuclei in H&E-Stained Tissues. - Amirreza Mahbod; Gerald Schaefer; Isabella Ellinger; Rupert Ecker; Örjan Smedby; Chunliang Wang (ECDP, 2019)

Skin Lesion Classification Using Hybrid Deep Neural Networks. - Amirreza Mahbod; Gerald Schaefer; Chunliang Wang; Rupert Ecker; Isabella Ellinger (ICASSP, 2019)

Fusing fine-tuned deep features for skin lesion classification. - Amirreza Mahbod; Gerald Schaefer; Isabella Ellinger; Rupert Ecker; Alain Pitiot; Chunliang Wang (Comput. Medical Imaging Graph., 2019)

Pollen Grain Microscopic Image Classification Using an Ensemble of Fine-Tuned Deep Convolutional Neural Networks. - Amirreza Mahbod; Gerald Schaefer; Rupert Ecker; Isabella Ellinger (ICPR Workshops (1), 2020)

Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification. - Amirreza Mahbod; Gerald Schaefer; Chunliang Wang; Rupert Ecker; Georg Dorffner; Isabella Ellinger (ICPR, 2020)

Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification. - Amirreza Mahbod; Gerald Schaefer; Chunliang Wang; Georg Dorffner; Rupert Ecker; Isabella Ellinger (Comput. Methods Programs Biomed., 2020)

The effects of skin lesion segmentation on the performance of dermatoscopic image classification. - Amirreza Mahbod; Philipp Tschandl; Georg Langs; Rupert Ecker; Isabella Ellinger (Comput. Methods Programs Biomed., 2020)

A Multi-Organ Nucleus Segmentation Challenge. - Neeraj Kumar 002; Ruchika Verma; Deepak Anand; Yanning Zhou 001; Omer Fahri Onder; Efstratios Tsougenis; Hao Chen 011; Pheng-Ann Heng; Jiahui Li 005; Zhiqiang Hu; Yunzhi Wang; Navid Alemi Koohbanani; et al. (IEEE Trans. Medical Imaging, 2020)

Improving Mask R-CNN for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images. - Benjamin Bancher; Amirreza Mahbod; Isabella Ellinger; Rupert Ecker; Georg Dorffner (COMPAY@MICCAI, 2021)

CryoNuSeg: A dataset for nuclei instance segmentation of cryosectioned H&E-stained histological images. - Amirreza Mahbod; Gerald Schaefer; Benjamin Bancher; Christine Löw; Georg Dorffner; Rupert Ecker; Isabella Ellinger (Comput. Biol. Medicine, 2021)

Automatic Foot Ulcer segmentation Using an Ensemble of Convolutional Neural Networks. - Amirreza Mahbod; Rupert Ecker; Isabella Ellinger (CoRR, 2021)

MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge. - Ruchika Verma; Neeraj Kumar 002; Abhijeet Patil; Nikhil Cherian Kurian; Swapnil Rane; Simon Graham; Quoc Dang Vu; Mieke Zwager; Shan-E-Ahmed Raza; Nasir M. Rajpoot; Xiyi Wu; Huai Chen; et al. (IEEE Trans. Medical Imaging, 2021)

Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks. - Amirreza Mahbod; Gerald Schaefer; Rupert Ecker; Isabella Ellinger (ICPR, 2022)

Fusion of Foundation and Vision Transformer Model Features for Dermatoscopic Image Classification. - Amirreza Mahbod; Rupert Ecker; Ramona Woitek (CoRR, 2025)