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Md Mahfuzur Rahman Siddiquee
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2020 – today
- 2025
- [j7]Fulin Cai, Md Mahfuzur Rahman Siddiquee, Teresa Wu, Victor M. Lubecke, Olga Boric-Lubecke:
TP-CL: A novel temporal proximity contrastive learning approach for obstructive sleep apnea detection using single-lead electrocardiograms. Biomed. Signal Process. Control. 100: 106993 (2025) - 2024
- [j6]Firas Al-Hindawi
, Md Mahfuzur Rahman Siddiquee
Domain-knowledge Inspired Pseudo Supervision (DIPS) for unsupervised image-to-image translation models to support cross-domain classification. Eng. Appl. Artif. Intell. 127(Part A): 107255 (2024) - [c12]Md Mahfuzur Rahman Siddiquee, Jay Shah
Brainomaly: Unsupervised Neurologic Disease Detection Utilizing Unannotated T1-weighted Brain MR Images. WACV 2024: 7558-7567 - [c11]Jay Shah
Ordinal Classification with Distance Regularization for Robust Brain Age Prediction. WACV 2024: 7867-7876 - [i18]Jay Shah, Md Mahfuzur Rahman Siddiquee, Yi Su, Teresa Wu, Baoxin Li:
Ordinal Classification with Distance Regularization for Robust Brain Age Prediction. CoRR abs/2403.10522 (2024) - [i17]Ezequiel de la Rosa, Mauricio Reyes, Sook-Lei Liew, Alexandre Hutton, Roland Wiest, Johannes Kaesmacher, Uta Hanning, Arsany Hakim, Richard Zubal, Waldo Valenzuela, David Robben, Diana Maria Sima, Vincenzo Anania, Arne Brys, James A. Meakin, Anne Mickan, Gabriel Broocks, Christian Heitkamp, Shengbo Gao, Kongming Liang, Ziji Zhang, Md Mahfuzur Rahman Siddiquee, Andriy Myronenko, Pooya Ashtari, Sabine Van Huffel, Hyun-su Jeong, Chiho Yoon, Chulhong Kim, Jiayu Huo, Sébastien Ourselin, Rachel Sparks, Albert Clèrigues, Arnau Oliver, Xavier Lladó, Liam F. Chalcroft, Ioannis Pappas, Jeroen Bertels, Ewout Heylen, Juliette Moreau, Nima Hatami, Carole Frindel, Abdul Qayyum, Moona Mazher, Domenec Puig, Shao-Chieh Lin, Chun-Jung Juan, Tianxi Hu, Lyndon Boone, Maged Goubran
A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge. CoRR abs/2403.19425 (2024) - [i16]Yiming Che, Fazle Rafsani, Jay Shah
AnoFPDM: Anomaly Segmentation with Forward Process of Diffusion Models for Brain MRI. CoRR abs/2404.15683 (2024) - 2023
- [j5]Firas Al-Hindawi
A framework for generalizing critical heat flux detection models using unsupervised image-to-image translation. Expert Syst. Appl. 227: 120265 (2023) - [j4]Kelly Payette
Fetal brain tissue annotation and segmentation challenge results. Medical Image Anal. 88: 102833 (2023) - [i15]Xiangyu Li, Gongning Luo, Kuanquan Wang, Hongyu Wang, Jun Liu, Xinjie Liang, Jie Jiang, Zhenghao Song, Chunyue Zheng, Haokai Chi, Mingwang Xu, Yingte He, Xinghua Ma, Jingwen Guo, Yifan Liu, Chuanpu Li, Zeli Chen, Md Mahfuzur Rahman Siddiquee, Andriy Myronenko
The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challenge. CoRR abs/2301.03281 (2023) - [i14]Md Mahfuzur Rahman Siddiquee, Jay Shah
Brainomaly: Unsupervised Neurologic Disease Detection Utilizing Unannotated T1-weighted Brain MR Images. CoRR abs/2302.09200 (2023) - [i13]Firas Al-Hindawi
Pseudo Supervised Metrics: Evaluating Unsupervised Image to Image Translation Models In Unsupervised Cross-Domain Classification Frameworks. CoRR abs/2303.10310 (2023) - 2022
- [c10]Cheng Peng, Andriy Myronenko
HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet. CVPR 2022: 20709-20719 - [c9]Andriy Myronenko
Automated Head and Neck Tumor Segmentation from 3D PET/CT HECKTOR 2022 Challenge Report. HECKTOR@MICCAI 2022: 31-37 - [c8]Md Mahfuzur Rahman Siddiquee, Dong Yang, Yufan He, Daguang Xu, Andriy Myronenko
Automated 3D Segmentation of Renal Structures for Renal Cancer Treatment. CuRIOUS/KiPA/MELA@MICCAI 2022: 36-42 - [c7]Md Mahfuzur Rahman Siddiquee, Jay Shah
HealthyGAN: Learning from Unannotated Medical Images to Detect Anomalies Associated with Human Disease. SASHIMI@MICCAI 2022: 43-54 - [i12]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, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça
Fetal Brain Tissue Annotation and Segmentation Challenge Results. CoRR abs/2204.09573 (2022) - [i11]Md Mahfuzur Rahman Siddiquee, Jay Shah, Teresa Wu, Catherine D. Chong, Todd J. Schwedt, Baoxin Li:
HealthyGAN: Learning from Unannotated Medical Images to Detect Anomalies Associated with Human Disease. CoRR abs/2209.01822 (2022) - [i10]Md Mahfuzur Rahman Siddiquee, Dong Yang, Yufan He, Daguang Xu, Andriy Myronenko
Automated ischemic stroke lesion segmentation from 3D MRI. CoRR abs/2209.09546 (2022) - [i9]Md Mahfuzur Rahman Siddiquee, Dong Yang, Yufan He, Daguang Xu, Andriy Myronenko
Automated segmentation of intracranial hemorrhages from 3D CT. CoRR abs/2209.10648 (2022) - [i8]Andriy Myronenko
Automated head and neck tumor segmentation from 3D PET/CT. CoRR abs/2209.10809 (2022) - [i7]Firas Al-Hindawi
A Generalized Framework for Critical Heat Flux Detection Using Unsupervised Image-to-Image Translation. CoRR abs/2212.09107 (2022) - 2021
- [c6]Md Mahfuzur Rahman Siddiquee, Andriy Myronenko
Redundancy Reduction in Semantic Segmentation of 3D Brain Tumor MRIs. BrainLes@MICCAI (2) 2021: 163-172 - [i6]Md Mahfuzur Rahman Siddiquee, Andriy Myronenko:
Redundancy Reduction in Semantic Segmentation of 3D Brain Tumor MRIs. CoRR abs/2111.00742 (2021) - [i5]Cheng Peng, Andriy Myronenko, Ali Hatamizadeh, Vishwesh Nath, Md Mahfuzur Rahman Siddiquee, Yufan He, Daguang Xu, Rama Chellappa, Dong Yang:
HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet. CoRR abs/2112.10652 (2021) - 2020
- [j3]Zongwei Zhou
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation. IEEE Trans. Medical Imaging 39(6): 1856-1867 (2020)
2010 – 2019
- 2019
- [c5]Md Mahfuzur Rahman Siddiquee
Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization. ICCV 2019: 191-200 - [c4]Zongwei Zhou
Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis. MICCAI (4) 2019: 384-393 - [i4]Zongwei Zhou, Vatsal Sodha, Md Mahfuzur Rahman Siddiquee, Ruibin Feng, Nima Tajbakhsh, Michael B. Gotway, Jianming Liang:
Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis. CoRR abs/1908.06912 (2019) - [i3]Md Mahfuzur Rahman Siddiquee, Zongwei Zhou, Nima Tajbakhsh, Ruibin Feng, Michael B. Gotway, Yoshua Bengio, Jianming Liang:
Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization. CoRR abs/1908.06965 (2019) - [i2]Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh, Jianming Liang:
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation. CoRR abs/1912.05074 (2019) - 2018
- [c3]Zongwei Zhou
UNet++: A Nested U-Net Architecture for Medical Image Segmentation. DLMIA/ML-CDS@MICCAI 2018: 3-11 - [i1]Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh, Jianming Liang:
UNet++: A Nested U-Net Architecture for Medical Image Segmentation. CoRR abs/1807.10165 (2018) - 2017
- [c2]Nova Ahmed
Crazy Crowd Sourcing to Mitigate Resource Scarcity. ICDCS 2017: 2322-2326 - 2016
- [j2]Md Mahfuzur Rahman Siddiquee
Association Rule Mining and Audio Signal Processing for Music Discovery and Recommendation. Int. J. Softw. Innov. 4(2): 71-87 (2016) - 2015
- [j1]Md Mahfuzur Rahman Siddiquee, Naimul Haider, Rashedur M. Rahman
Movie Recommendation System Based on Fuzzy Inference System and Adaptive Neuro Fuzzy Inference System. Int. J. Fuzzy Syst. Appl. 4(4): 31-69 (2015) - [c1]Md Mahfuzur Rahman Siddiquee
A personalized music discovery service based on data mining. ICIS 2015: 253-258
Coauthor Index
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