Publications by authors named "Amirreza Mahbod"

Claim this Profile
B
Breast MRI radiomics and machine learning-based predictions of response to neoadjuvant chemotherapy - How are they affected by variations in tumor delineation?
Sepideh Hatamikia, Geevarghese George, Florian Schwarzhans, Amirreza Mahbod, Ramona Woitek

Comput Struct Biotechnol J· December 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
I
Improving generalization capability of deep learning-based nuclei instance segmentation by non-deterministic train time and deterministic test time stain normalization.
Amirreza Mahbod, Georg Dorffner, Isabella Ellinger, Ramona Woitek, Sepideh Hatamikia

Comput Struct Biotechnol J· December 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
N
NuInsSeg: A fully annotated dataset for nuclei instance segmentation in H&E-stained histological images.
Amirreza Mahbod, Christine Polak, Katharina Feldmann, Rumsha Khan, Katharina Gelles

Sci Data· March 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A dual decoder U-Net-based model for nuclei instance segmentation in hematoxylin and eosin-stained histological images.
Amirreza Mahbod, Gerald Schaefer, Georg Dorffner, Sepideh Hatamikia, Rupert Ecker

Front Med (Lausanne)· November 2022

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
S
Special Issue on "Advances in Skin Lesion Image Analysis Using Machine Learning Approaches".
Amirreza Mahbod, Isabella Ellinger

Diagnostics (Basel)· August 2022

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
M
MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge.
Ruchika Verma, Neeraj Kumar, Abhijeet Patil, Nikhil Cherian Kurian, Swapnil Rane, Amirreza Mahbod

IEEE Trans Med Imaging· December 2021

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
C
CryoNuSeg: A dataset for nuclei instance segmentation of cryosectioned H&E-stained histological images.
Amirreza Mahbod, Gerald Schaefer, Benjamin Bancher, Christine Löw, Georg Dorffner

Comput Biol Med· May 2021

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
I
Investigating the Impact of the Bit Depth of Fluorescence-Stained Images on the Performance of Deep Learning-Based Nuclei Instance Segmentation.
Amirreza Mahbod, Gerald Schaefer, Christine Löw, Georg Dorffner, Rupert Ecker

Diagnostics (Basel)· May 2021

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
T
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· December 2020

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
T
Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification.
Amirreza Mahbod, Gerald Schaefer, Chunliang Wang, Georg Dorffner, Rupert Ecker

Comput Methods Programs Biomed· September 2020

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A Multi-Organ Nucleus Segmentation Challenge.
Neeraj Kumar, Ruchika Verma, Deepak Anand, Yanning Zhou, Omer Fahri Onder, Amirreza Mahbod

IEEE Trans Med Imaging· May 2020

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
F
Fusing fine-tuned deep features for skin lesion classification.
Amirreza Mahbod, Gerald Schaefer, Isabella Ellinger, Rupert Ecker, Alain Pitiot

Comput Med Imaging Graph· January 2019

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
O
Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure.
Olivier Commowick, Audrey Istace, Michaël Kain, Baptiste Laurent, Florent Leray, Amirreza Mahbod

Sci Rep· September 2018

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis