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Diagnostics (Basel, Switzerland)
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August 26, 2022
Special Issue on "Advances in Skin Lesion Image Analysis Using Machine Learning Approaches"
Amirreza Mahbod, Isabella Ellinger
Bioengineering (Basel, Switzerland)
|
March 28, 2026
Special Issue on "Machine Learning-Aided Medical Image Analysis"
Amirreza Mahbod, Ramona Woitek
Bioengineering (Basel, Switzerland)
|
December 30, 2025
Integrating Foundation Model Features into Graph Neural Network and Fusing Predictions with Standard Fine-Tuned Models for Histology Image Classification
Nematollah Saeidi, Nima Torbati, Ramona Woitek, et al.
Bioinformatics Advances
|
June 8, 2026
A fusion-based multiomics classification approach for enhanced gene discovery in non-small cell lung cancer
Kountay Dwivedi, Amirreza Mahbod, Rupert C Ecker, et al.
Computational and Structural Biotechnology Journal
|
December 21, 2023
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, et al.
Computer Methods and Programs in Biomedicine
|
September 4, 2020
The effects of skin lesion segmentation on the performance of dermatoscopic image classification
Amirreza Mahbod, Philipp Tschandl, Georg Langs, et al.
Computational and Structural Biotechnology Journal
|
January 31, 2024
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, et al.
Frontiers in Medicine
|
November 28, 2022
A dual decoder U-Net-based model for nuclei instance segmentation in hematoxylin and eosin-stained histological images
Amirreza Mahbod, Gerald Schaefer, Georg Dorffner, et al.
Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society
|
November 21, 2018
Fusing fine-tuned deep features for skin lesion classification
Amirreza Mahbod, Gerald Schaefer, Isabella Ellinger, et al.
Computer Methods and Programs in Biomedicine
|
April 9, 2020
Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification
Amirreza Mahbod, Gerald Schaefer, Chunliang Wang, et al.
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of 2
Search research articles
Search
Showing results (1-10 of 16) with videos related to
Sort By:
Page
of 2
Diagnostics (Basel, Switzerland)
|
August 26, 2022
Special Issue on "Advances in Skin Lesion Image Analysis Using Machine Learning Approaches"
Amirreza Mahbod, Isabella Ellinger
Bioengineering (Basel, Switzerland)
|
March 28, 2026
Special Issue on "Machine Learning-Aided Medical Image Analysis"
Amirreza Mahbod, Ramona Woitek
Bioengineering (Basel, Switzerland)
|
December 30, 2025
Integrating Foundation Model Features into Graph Neural Network and Fusing Predictions with Standard Fine-Tuned Models for Histology Image Classification
Nematollah Saeidi, Nima Torbati, Ramona Woitek, et al.
Bioinformatics Advances
|
June 8, 2026
A fusion-based multiomics classification approach for enhanced gene discovery in non-small cell lung cancer
Kountay Dwivedi, Amirreza Mahbod, Rupert C Ecker, et al.
Computational and Structural Biotechnology Journal
|
December 21, 2023
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, et al.
Computer Methods and Programs in Biomedicine
|
September 4, 2020
The effects of skin lesion segmentation on the performance of dermatoscopic image classification
Amirreza Mahbod, Philipp Tschandl, Georg Langs, et al.
Computational and Structural Biotechnology Journal
|
January 31, 2024
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, et al.
Frontiers in Medicine
|
November 28, 2022
A dual decoder U-Net-based model for nuclei instance segmentation in hematoxylin and eosin-stained histological images
Amirreza Mahbod, Gerald Schaefer, Georg Dorffner, et al.
Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society
|
November 21, 2018
Fusing fine-tuned deep features for skin lesion classification
Amirreza Mahbod, Gerald Schaefer, Isabella Ellinger, et al.
Computer Methods and Programs in Biomedicine
|
April 9, 2020
Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification
Amirreza Mahbod, Gerald Schaefer, Chunliang Wang, et al.
Page
of 2