Md Mahfuzur Rahman Siddiquee

PhD student, Arizona State University

Joined

April 2018

Names

Md Mahfuzur Rahman Siddiquee (Preferred)

Emails

****@asu.edu (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

Arizona State University (asu.edu)

2017 – Present

Advisors, Relations & Conflicts

PhD Advisor

Baoxin Li

2021 – Present

PhD Advisor

Teresa Wu

2021 – Present

Expertise

Medical Imaging

2017 – Present

Segmentation

2017 – Present

Anomaly Detection

2017 – Present

Generative Adversarial Network

2017 – Present

Self-supervised Learning

2017 – Present

Unsupervised Learning

2017 – Present

Publications

HealthyGAN: Learning from Unannotated Medical Images to Detect Anomalies Associated with Human Disease
Md Mahfuzur Rahman Siddiquee, Jay Shah, Teresa Wu, Catherine Chong, Todd Schwedt, Baoxin Li
- 09 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation
Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh, Jianming Liang
- 01 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet
Cheng Peng, Andriy Myronenko, Ali Hatamizadeh, Vishwesh Nath, Md Mahfuzur Rahman Siddiquee, Yufan He, Daguang Xu, Rama Chellappa, Dong Yang
- 2022 (modified: 11 Nov 2022)
- CVPR 2022
- Readers: Everyone
HealthyGAN: Learning from Unannotated Medical Images to Detect Anomalies Associated with Human Disease
Md Mahfuzur Rahman Siddiquee, Jay Shah, Teresa Wu, Catherine D. Chong, Todd J. Schwedt, Baoxin Li
- 2022 (modified: 11 Nov 2022)
- CoRR 2022
- Readers: Everyone
HealthyGAN: Learning from Unannotated Medical Images to Detect Anomalies Associated with Human Disease
Md Mahfuzur Rahman Siddiquee, Jay Shah, Teresa Wu, Catherine D. Chong, Todd J. Schwedt, Baoxin Li
- 2022 (modified: 11 Nov 2022)
- SASHIMI@MICCAI 2022
- Readers: Everyone
Fetal Brain Tissue Annotation and Segmentation Challenge Results
Kelly Payette, Hongwei Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim et al. (38 additional authors not shown)
- 2022 (modified: 11 Nov 2022)
- CoRR 2022
- Readers: Everyone
Automated head and neck tumor segmentation from 3D PET/CT
Andriy Myronenko, Md Mahfuzur Rahman Siddiquee, Dong Yang, Yufan He, Daguang Xu
- 2022 (modified: 11 Nov 2022)
- CoRR 2022
- Readers: Everyone
Automated segmentation of intracranial hemorrhages from 3D CT
Md Mahfuzur Rahman Siddiquee, Dong Yang, Yufan He, Daguang Xu, Andriy Myronenko
- 2022 (modified: 11 Nov 2022)
- CoRR 2022
- Readers: Everyone
Automated ischemic stroke lesion segmentation from 3D MRI
Md Mahfuzur Rahman Siddiquee, Dong Yang, Yufan He, Daguang Xu, Andriy Myronenko
- 2022 (modified: 11 Nov 2022)
- CoRR 2022
- Readers: Everyone
A2B-GAN: Utilizing Unannotated Anomalous Images for Anomaly Detection in Medical Image Analysis
Md Mahfuzur Rahman Siddiquee, Teresa Wu, Baoxin Li
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone

View all 21 publications

Co-Authors

View all 77 co-authors