This is a shortlisted version of the publications, for the full list please check my Google Scholar page.
2024
ASCO Abs. 2024
Identification of HER2 ultra-low based on an artificial intelligence (AI)-powered HER2 subcellular quantification from HER2 immunohistochemistry images.
Wonkyung Jung, Taebum Lee, Sangwon SHIN, Biagio Brattoli, and 7 more authors
@misc{jung2024identification,title={Identification of HER2 ultra-low based on an artificial intelligence (AI)-powered HER2 subcellular quantification from HER2 immunohistochemistry images.},author={Jung, Wonkyung and Lee, Taebum and SHIN, Sangwon and Brattoli, Biagio and Mostafavi, Mohammad and Park, Gahee and Kim, Sukjun and Lee, Hyunwoo and Cho, Yoon Ah and Cho, Eun Yoon and others},year={2024},publisher={American Society of Clinical Oncology},}
Discover Onc. 2024
Changes in the tumor microenvironment in recurrent head and neck squamous cell carcinoma and its implication on efficacy of immune checkpoint inhibitors
Dong Hyun Kim, Mingu Kang, Gahee Park, Mohammad Mostafavi, and 7 more authors
@article{kim2024changes,title={Changes in the tumor microenvironment in recurrent head and neck squamous cell carcinoma and its implication on efficacy of immune checkpoint inhibitors},author={Kim, Dong Hyun and Kang, Mingu and Park, Gahee and Mostafavi, Mohammad and Lim, Yoojoo and Ock, Chan-Young and Koh, Jiwon and Jeon, Yoon Kyung and Jung, Kyeong Cheon and Ahn, Soon-Hyun and others},journal={Springer Discover Oncology},year={2024},publisher={Springer},}
NPJ Prec. Onc. 2024
A universal immunohistochemistry analyzer for generalizing AI-driven assessment of immunohistochemistry across immunostains and cancer types
Biagio Brattoli, Mohammad Mostafavi, Taebum Lee, Wonkyung Jung, and 7 more authors
@article{brattoli2024universal,title={A universal immunohistochemistry analyzer for generalizing AI-driven assessment of immunohistochemistry across immunostains and cancer types},author={Brattoli, Biagio and Mostafavi, Mohammad and Lee, Taebum and Jung, Wonkyung and Ryu, Jeongun and Park, Seonwook and Park, Jongchan and Pereira, Sergio and Shin, Seunghwan and Choi, Sangjoon and others},year={2024},publisher={Nature Publishing Group - NPJ Precision Oncology},}
2023
ASCO Abs. 2023
Universal immunohistochemistry positivity classification of cancer cells across multiple cancer types and antibodies using artificial intelligence
Biagio Brattoli*, Mohammad Mostafavi*, Sangjoon Choi, Taebum Lee, and 7 more authors
@article{brattoli2023universal,title={Universal immunohistochemistry positivity classification of cancer cells across multiple cancer types and antibodies using artificial intelligence},author={Brattoli*, Biagio and Mostafavi*, Mohammad and Choi, Sangjoon and Lee, Taebum and Kim, Seokhwi and Jung, Wonkyung and Cho, Soo Ick and Lee, Jinhee and Chung, Keunhyung and Ryu, Jeongun and others},journal={Cancer Research},volume={83},number={7\_Supplement},pages={5392--5392},year={2023},publisher={The American Association for Cancer Research},}
J. Head&Neck 2023
Artificial intelligence-powered spatial analysis of tumor-infiltrating lymphocytes as a predictive biomarker for axitinib in adenoid cystic carcinoma
Dong Hyun Kim, Yoojoo Lim, Chan-Young Ock, Gahee Park, and 7 more authors
@article{kim2023artificial,title={Artificial intelligence-powered spatial analysis of tumor-infiltrating lymphocytes as a predictive biomarker for axitinib in adenoid cystic carcinoma},author={Kim, Dong Hyun and Lim, Yoojoo and Ock, Chan-Young and Park, Gahee and Park, Seonwook and Song, Heon and Ma, Minuk and Mostafavi, Mohammad and Kang, Eun Joo and Ahn, Myung-Ju and others},journal={Head \& Neck},year={2023},publisher={John Wiley \& Sons, Inc.},}
ESMO Abs. 2023
123P Artificial intelligence (AI)-powered analysis of human epidermal growth factor receptor-2 (HER2) and tumor-infiltrating lymphocytes (TILs) in advanced biliary tract cancer (BTC)
@article{kim2023123p,title={123P Artificial intelligence (AI)-powered analysis of human epidermal growth factor receptor-2 (HER2) and tumor-infiltrating lymphocytes (TILs) in advanced biliary tract cancer (BTC)},author={Kim, G and Kim, C and Kang, B and Shin, S and Lee, T and Song, S and Kim, S and Mostafavi, M and Song, H and Pereira, S and others},journal={Annals of Oncology},volume={34},pages={S229},year={2023},publisher={Elsevier},}
SITC Abs. 2023
1293 Fragmented pattern of tumor mass is related to fibroblast activation mitigating spatial interaction between tumor and immune cells
Sukjun Kim, Sanghoon Song, Seulki Kim, Mingu Kang, and 5 more authors
@misc{kim20231293,title={1293 Fragmented pattern of tumor mass is related to fibroblast activation mitigating spatial interaction between tumor and immune cells},author={Kim, Sukjun and Song, Sanghoon and Kim, Seulki and Kang, Mingu and Mostafavi, Mohammad and Yoo, Donggeun and Ahn, Chang Ho and Ali, Siraj and Ock, Chan-Young},year={2023},publisher={BMJ Specialist Journals},}
2022
CVPR 2022
Stereo depth from events cameras: Concentrate and focus on the future
Yeongwoo Nam*, Mohammad Mostafavi*, Kuk-Jin Yoon, and Jonghyun Choi
In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , 2022
@inproceedings{nam2022stereo,title={Stereo depth from events cameras: Concentrate and focus on the future},author={Nam*, Yeongwoo and Mostafavi*, Mohammad and Yoon, Kuk-Jin and Choi, Jonghyun},booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},pages={6114--6123},year={2022},}
J. MDPI 2022
Artificial intelligence-powered whole-slide image analyzer reveals a distinctive distribution of tumor-infiltrating lymphocytes in neuroendocrine neoplasms
Hyung-Gyo Cho, Soo Ick Cho, Sangjoon Choi, Wonkyung Jung, and 7 more authors
@article{cho2022artificial,title={Artificial intelligence-powered whole-slide image analyzer reveals a distinctive distribution of tumor-infiltrating lymphocytes in neuroendocrine neoplasms},author={Cho, Hyung-Gyo and Cho, Soo Ick and Choi, Sangjoon and Jung, Wonkyung and Shin, Jiwon and Park, Gahee and Moon, Jimin and Ma, Minuk and Song, Heon and Mostafavi, Mohammad and others},journal={Diagnostics},volume={12},number={10},pages={2340},year={2022},publisher={MDPI},}
2021
🏆 J. IJCV 2021
Learning to Reconstruct HDR Images from Events, with Applications to Depth and Flow Prediction
Mohammad Mostafavi, Lin Wang, and Kuk-Jin Yoon
International Journal of Computer Vision (IJCV), 2021
@article{mostafavi2021learning,title={Learning to Reconstruct HDR Images from Events, with Applications to Depth and Flow Prediction},author={Mostafavi, Mohammad and Wang, Lin and Yoon, Kuk-Jin},journal={International Journal of Computer Vision (IJCV)},pages={1--21},year={2021},publisher={Springer US},}
🏆 J. TPAMI 2021
E2SRI: Learning to super-resolve intensity images from events
Mohammad Mostafavi, Yeongwoo Nam, Jonghyun Choi, and Kuk-Jin Yoon
IEEE transactions on pattern analysis and machine intelligence, 2021
@article{mostafavi2021e2sri,title={E2SRI: Learning to super-resolve intensity images from events},author={Mostafavi, Mohammad and Nam, Yeongwoo and Choi, Jonghyun and Yoon, Kuk-Jin},journal={IEEE transactions on pattern analysis and machine intelligence},volume={44},number={10},pages={6890--6909},year={2021},publisher={IEEE},}
ICCV 2021
Event-intensity stereo: Estimating depth by the best of both worlds
Mohammad Mostafavi, Kuk-Jin Yoon, and Jonghyun Choi
In Proceedings of the IEEE/CVF International Conference on Computer Vision , 2021
@inproceedings{mostafavi2021event,title={Event-intensity stereo: Estimating depth by the best of both worlds},author={Mostafavi, Mohammad and Yoon, Kuk-Jin and Choi, Jonghyun},booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},pages={4258--4267},year={2021},}
2020
🏆Oral CVPR 2020
Learning to super resolve intensity images from events
Mohammad Mostafavi, Jonghyun Choi, and Kuk-Jin Yoon
In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , 2020
@inproceedings{mostafavi2020learning,title={Learning to super resolve intensity images from events},author={Mostafavi, Mohammad and Choi, Jonghyun and Yoon, Kuk-Jin},booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},pages={2768--2776},year={2020},}
2019
CVPR 2019
Event-based High Dynamic Range Image and Very High Frame Rate Video Generation using Conditional Generative Adversarial Networks
S. Mohammad Mostafavi I.*, Lin Wang*, Yo-Sung Ho, and Kuk-Jin Yoon
@inproceedings{mostafavi2019event,title={Event-based High Dynamic Range Image and Very High Frame Rate Video Generation using Conditional Generative Adversarial Networks},author={Mostafavi I.*, S. Mohammad and Wang*, Lin and Ho, Yo-Sung and Yoon, Kuk-Jin},booktitle={IEEE Conf. Comput. Vis. Pattern Recog. (CVPR) 2019},year={2019},}
