Amirreza Mahbod

Krems An Der Donau, 3500, Austria

Last Updated: 09/26/2026

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Found 14 publications

NucFuseRank: Dataset Fusion and Performance Ranking for Nuclei Instance Segmentation.

NucFuseRank: Dataset Fusion and Performance Ranking for Nuclei Instance Segmentation.

Journal: Bioengineering (Basel, Switzerland)

Published: June 22, 2026

Special Issue on "Machine Learning-Aided Medical Image Analysis".

Special Issue on "Machine Learning-Aided Medical Image Analysis".

Journal: Bioengineering (Basel, Switzerland)

Published: February 24, 2026

Integrating Foundation Model Features into Graph Neural Network and Fusing Predictions with Standard Fine-Tuned Models for Histology Image Classification.

Integrating Foundation Model Features into Graph Neural Network and Fusing Predictions with Standard Fine-Tuned Models for Histology Image Classification.

Journal: Bioengineering (Basel, Switzerland)

Published: October 13, 2025

A fusion-based multiomics classification approach for enhanced gene discovery in non-small cell lung cancer.

A fusion-based multiomics classification approach for enhanced gene discovery in non-small cell lung cancer.

Journal: Bioinformatics advances

Published: September 16, 2025

Improving generalization capability of deep learning-based nuclei instance segmentation by non-deterministic train time and deterministic test time stain normalization.

Improving generalization capability of deep learning-based nuclei instance segmentation by non-deterministic train time and deterministic test time stain normalization.

Journal: Computational and structural biotechnology journal

Published: September 12, 2023

NuInsSeg: A fully annotated dataset for nuclei instance segmentation in H&E-stained histological images.

NuInsSeg: A fully annotated dataset for nuclei instance segmentation in H&E-stained histological images.

Journal: Scientific data

Published: August 10, 2023

Breast MRI radiomics and machine learning-based predictions of response to neoadjuvant chemotherapy - How are they affected by variations in tumor delineation?

Breast MRI radiomics and machine learning-based predictions of response to neoadjuvant chemotherapy - How are they affected by variations in tumor delineation?

Journal: Computational and structural biotechnology journal

Published: May 14, 2023

Special Issue on "Advances in Skin Lesion Image Analysis Using Machine Learning Approaches".

Special Issue on "Advances in Skin Lesion Image Analysis Using Machine Learning Approaches".

Journal: Diagnostics (Basel, Switzerland)

Published: July 28, 2022

A dual decoder U-Net-based model for nuclei instance segmentation in hematoxylin and eosin-stained histological images.

A dual decoder U-Net-based model for nuclei instance segmentation in hematoxylin and eosin-stained histological images.

Journal: Frontiers in medicine

Published: June 25, 2022

Investigating the Impact of the Bit Depth of Fluorescence-Stained Images on the Performance of Deep Learning-Based Nuclei Instance Segmentation.

Investigating the Impact of the Bit Depth of Fluorescence-Stained Images on the Performance of Deep Learning-Based Nuclei Instance Segmentation.

Journal: Diagnostics (Basel, Switzerland)

Published: April 12, 2021

CryoNuSeg: A dataset for nuclei instance segmentation of cryosectioned H&E-stained histological images.

CryoNuSeg: A dataset for nuclei instance segmentation of cryosectioned H&E-stained histological images.

Journal: Computers in biology and medicine

Published: December 29, 2020

The effects of skin lesion segmentation on the performance of dermatoscopic image classification.

The effects of skin lesion segmentation on the performance of dermatoscopic image classification.

Journal: Computer methods and programs in biomedicine

Published: April 02, 2020

Showing 1-12 of 14

Last Updated: 09/26/2026