Amirreza Mahbod - Publications, H-index & Citations

Amirreza Mahbod

Danube Private University

16H指数

62论文数

2.2K被引数

收录论文 16

发表时间

NucFuseRank: Dataset Fusion and Performance Ranking for Nuclei Instance Segmentation NucFuseRank：用于细胞核实例分割的数据集融合与性能排名

Bioengineering-Basel

IF3.7

2026-08-01

OAAI

Nima Torbati; Anastasia Meshcheryakova; Ramona Woitek; Sepideh Hatamikia; Diana Mechtcheriakova; Amirreza Mahbod

Leveraging Medical Foundation Model Features in Graph Neural Network-Based Retrieval of Breast Histopathology Images 利用医学基础模型特征在基于图神经网络的乳腺组织病理图像检索中的应用

International Journal of Imaging Systems and Technology

IF2.5

2026-04-26

PREAI

Nematollah Saeidi; Hossein Karshenas; Bijan Shoushtarian; Sepideh Hatamikia; Ramona Woitek; Amirreza Mahbod

Special Issue on “Machine Learning-Aided Medical Image Analysis”“机器学习辅助医学图像分析”专刊

Bioengineering

IF3.7

2026-02-27

OAAI

Amirreza Mahbod; Ramona Woitek

Integrating Foundation Model Features into Graph Neural Network and Fusing Predictions with Standard Fine-Tuned Models for Histology Image Classification 将基础模型特征集成到图神经网络中，并与标准微调模型的预测进行融合，用于组织学图像分类

Bioengineering 2025, Vol. 12, Page 1332

IF3.7

2025-12-06

OAAI

Nematollah Saeidi; Nima Torbati; Ramona Woitek; Amirreza Mahbod

Evaluating pre-trained convolutional neural networks and foundation models as feature extractors for content-based medical image retrieval 评估预训练卷积神经网络和基础模型作为基于内容的医学图像检索的特征提取器

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

IF8

2025-06-01

OAAI

Mahbod, Amirreza; Saeidi, Nematollah; Hatamikia, Sepideh; Woitek, Ramona

A dual decoder U-Net-based model for nuclei instance segmentation in hematoxylin and eosin-stained histological images 基于双解码器u-net的苏木精和曙红染色组织学图像中核实例分割模型

FRONTIERS IN MEDICINE

IF3

2022-11-11

OAAI

Mahbod, Amirreza; Schaefer, Gerald; Dorffner, Georg; Hatamikia, Sepideh; Ecker, Rupert; Ellinger, Isabella

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

DIAGNOSTICS

IF3.3

2022-08-10

OAAI

Mahbod, Amirreza; Ellinger, Isabella

MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge MoNuSAC2020: 多器官细胞核分割和分类挑战

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-12-01

OAAI

Verma, Ruchika; Kumar, Neeraj; Patil, Abhijeet; Kurian, Nikhil Cherian; Rane, Swapnil; Graham, Simon; Quoc Dang Vu; Zwager, Mieke; Raza, Shan E. Ahmed; Rajpoot, Nasir; Wu, Xiyi; Chen, Huai; Huang, Yijie; Wang, Lisheng; Jung, Hyun; Brown, G. Thomas; Liu, Yanling; Liu, Shuolin; Jahromi, Seyed Alireza Fatemi; Khani, Ali Asghar; Montahaei, Ehsan; Baghshah, Mahdieh Soleymani; Behroozi, Hamid; Semkin, Pavel; Rassadin, Alexandr; Dutande, Prasad; Lodaya, Romil; Baid, Ujjwal; Baheti, Bhakti; Talbar, Sanjay; Mahbod, Amirreza; Ecker, Rupert; Ellinger, Isabella; Luo, Zhipeng; Dong, Bin; Xu, Zhengyu; Yao, Yuehan; Lv, Shuai; Feng, Ming; Xu, Kele; Zunair, Hasib; Ben Hamza, Abdessamad; Smiley, Steven; Yin, Tang-Kai; Fang, Qi-Rui; Srivastava, Shikhar; Mahapatra, Dwarikanath; Trnavska, Lubomira; Zhang, Hanyun; Narayanan, Priya Lakshmi; Law, Justin; Yuan, Yinyin; Tejomay, Abhiroop; Mitkari, Aditya; Koka, Dinesh; Ramachandra, Vikas; Kini, Lata; Sethi, Amit

Investigating the Impact of the Bit Depth of Fluorescence-Stained Images on the Performance of Deep Learning-Based Nuclei Instance Segmentation 研究荧光染色图像的位深度对基于深度学习的核实例分割性能的影响

DIAGNOSTICS

IF3.3

2021-05-27

OAAI

Mahbod, Amirreza; Schaefer, Gerald; Loew, Christine; Dorffner, Georg; Ecker, Rupert; Ellinger, Isabella

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

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-05-01

OAAI

Mahbod, Amirreza; Schaefer, Gerald; Bancher, Benjamin; Loew, Christine; Dorffner, Georg; Ecker, Rupert; Ellinger, Isabella

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

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2020-12-01

OAAI

Mahbod, Amirreza; Tschandl, Philipp; Langs, Georg; Ecker, Rupert; Ellinger, Isabella

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

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2020-09-01

165

OAAI

Mahbod, Amirreza; Schaefer, Gerald; Wang, Chunliang; Dorffner, Georg; Ecker, Rupert; Ellinger, Isabella

A Multi-Organ Nucleus Segmentation Challenge 多器官核分割挑战

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2020-05-01

285

OAAI

Kumar, Neeraj; Verma, Ruchika; Anand, Deepak; Zhou, Yanning; Onder, Omer Fahri; Tsougenis, Efstratios; Chen, Hao; Heng, Pheng-Ann; Li, Jiahui; Hu, Zhiqiang; Wang, Yunzhi; Koohbanani, Navid Alemi; Jahanifar, Mostafa; Tajeddin, Neda Zamani; Gooya, Ali; Rajpoot, Nasir; Ren, Xuhua; Zhou, Sihang; Wang, Qian; Shen, Dinggang; Yang, Cheng-Kun; Weng, Chi-Hung; Yu, Wei-Hsiang; Yeh, Chao-Yuan; Yang, Shuang; Xu, Shuoyu; Yeung, Pak Hei; Sun, Peng; Mahbod, Amirreza; Schaefer, Gerald; Ellinger, Isabella; Ecker, Rupert; Smedby, Orjan; Wang, Chunliang; Chidester, Benjamin; That-Vinh Ton; Minh-Triet Tran; Ma, Jian; Minh N Do; Graham, Simon; Quoc Dang Vu; Kwak, Jin Tae; Gunda, Akshaykumar; Chunduri, Raviteja; Hu, Corey; Zhou, Xiaoyang; Lotfi, Dariush; Safdari, Reza; Kascenas, Antanas; O'Neil, Alison; Eschweiler, Dennis; Stegmaier, Johannes; Cui, Yanping; Yin, Baocai; Chen, Kailin; Tian, Xinmei; Gruening, Philipp; Barth, Erhardt; Arbel, Elad; Remer, Itay; Ben-Dor, Amir; Sirazitdinova, Ekaterina; Kohl, Matthias; Braunewell, Stefan; Li, Yuexiang; Xie, Xinpeng; Shen, Linlin; Ma, Jun; Das Baksi, Krishanu; Khan, Mohammad Azam; Choo, Jaegul; Colomer, Adrian; Naranjo, Valery; Pei, Linmin; Lftekharuddin, Khan M.; Roy, Kaushiki; Bhattacharjee, Debotosh; Pedraza, Anibal; Bueno, Maria Gloria; Devanathan, Sabarinathan; Radhakrishnan, Saravanan; Koduganty, Praveen; Wu, Zihan; Cai, Guanyu; Liu, Xiaojie; Wang, Yuqin; Sethi, Amit

Fusing fine-tuned deep features for skin lesion classification

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2019-01-01

146

OAAI

Mahbod, Amirreza; Schaefer, Gerald; Effinger, Isabella; Ecker, Rupert; Pitiot, Alain; Wang, Chunliang

Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure

SCIENTIFIC REPORTS

IF3.9

2018-09-12

157

OAAI

Commowick, Olivier; Istace, Audrey; Kain, Michael; Laurent, Baptiste; Leray, Florent; Simon, Mathieu; Pop, Sorina Camarasu; Girard, Pascal; Ameli, Roxana; Ferre, Jean-Christophe; Kerbrat, Anne; Tourdias, Thomas; Cervenansky, Frederic; Glatard, Tristan; Beaumont, Jeremy; Doyle, Senan; Forbes, Florence; Knight, Jesse; Khademi, April; Mahbod, Amirreza; Wang, Chunliang; McKinley, Richard; Wagner, Franca; Muschelli, John; Sweeney, Elizabeth; Roura, Eloy; Llado, Xavier; Santos, Michel M.; Santos, Wellington P.; Silva-Filho, Abel G.; Tomas-Fernandez, Xavier; Urien, Helene; Bloch, Isabelle; Valverde, Sergi; Cabezas, Mariano; Javier Vera-Olmos, Francisco; Malpica, Norberto; Guttmann, Charles; Vukusic, Sandra; Edan, Gilles; Dojat, Michel; Styner, Martin; Warfield, Simon K.; Cotton, Francois; Barillot, Christian

Automatic brain segmentation using artificial neural networks with shape context 使用具有形状上下文的人工神经网络进行自动大脑分割

PATTERN RECOGNITION LETTERS

IF3.3

2018-01-01

PREAI

Mahbod, Amirreza; Chowdhury, Manish; Smedby, Orjan; Wang, Chunliang

研究方向