A personalized music discovery service based on data mining. - Md Mahfuzur Rahman Siddiquee; Md. Saifur Rahman; Naimul Haider; Rashedur M. Rahman; Shahnewaz Ul Islam Chowdhury; Sharnendu Banik (ICIS, 2015)

Movie Recommendation System Based on Fuzzy Inference System and Adaptive Neuro Fuzzy Inference System. - Md Mahfuzur Rahman Siddiquee; Naimul Haider; Rashedur M. Rahman (Int. J. Fuzzy Syst. Appl., 2015)

Association Rule Mining and Audio Signal Processing for Music Discovery and Recommendation. - Md Mahfuzur Rahman Siddiquee; Md. Saifur Rahman; Shahnewaz Ul Islam Chowdhury; Rashedur M. Rahman (Int. J. Softw. Innov., 2016)

Crazy Crowd Sourcing to Mitigate Resource Scarcity. - Nova Ahmed; Md Mahfuzur Rahman Siddiquee; Refaya Karim; Mohsina Zaman; Sayed Mahmudul Alam; Syed Fahim Ashram (ICDCS, 2017)

UNet++: A Nested U-Net Architecture for Medical Image Segmentation. - Zongwei Zhou; Md Mahfuzur Rahman Siddiquee; Nima Tajbakhsh; Jianming Liang (DLMIA/ML-CDS@MICCAI, 2018)

Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization. - Md Mahfuzur Rahman Siddiquee; Zongwei Zhou; Nima Tajbakhsh; Ruibin Feng; Michael B. Gotway; Yoshua Bengio; Jianming Liang (ICCV, 2019)

Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis. - Zongwei Zhou; Vatsal Sodha; Md Mahfuzur Rahman Siddiquee; Ruibin Feng; Nima Tajbakhsh; Michael B. Gotway; Jianming Liang (MICCAI (4), 2019)

UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation. - Zongwei Zhou; Md Mahfuzur Rahman Siddiquee; Nima Tajbakhsh; Jianming Liang (IEEE Trans. Medical Imaging, 2020)

Redundancy Reduction in Semantic Segmentation of 3D Brain Tumor MRIs. - Md Mahfuzur Rahman Siddiquee; Andriy Myronenko (BrainLes@MICCAI (2), 2021)

HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet. - Cheng Peng 008; Andriy Myronenko; Ali Hatamizadeh; Vishwesh Nath; Md Mahfuzur Rahman Siddiquee; Yufan He; Daguang Xu; Rama Chellappa; Dong Yang 005 (CVPR, 2022)

Automated Head and Neck Tumor Segmentation from 3D PET/CT HECKTOR 2022 Challenge Report. - Andriy Myronenko; Md Mahfuzur Rahman Siddiquee; Dong Yang 005; Yufan He; Daguang Xu (HECKTOR@MICCAI, 2022)

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 (SASHIMI@MICCAI, 2022)

Automated 3D Segmentation of Renal Structures for Renal Cancer Treatment. - Md Mahfuzur Rahman Siddiquee; Dong Yang 005; Yufan He; Daguang Xu; Andriy Myronenko (CuRIOUS/KiPA/MELA@MICCAI, 2022)

Fetal Brain Tissue Annotation and Segmentation Challenge Results. - Kelly Payette; Hongwei Li 004; Priscille de Dumast; Roxane Licandro; Hui Ji; Md Mahfuzur Rahman Siddiquee; Daguang Xu; Andriy Myronenko; Hao Liu; Yuchen Pei; Lisheng Wang; Ying Peng; et al. (CoRR, 2022)

Automated ischemic stroke lesion segmentation from 3D MRI. - Md Mahfuzur Rahman Siddiquee; Dong Yang 005; Yufan He; Daguang Xu; Andriy Myronenko (CoRR, 2022)

Automated segmentation of intracranial hemorrhages from 3D CT. - Md Mahfuzur Rahman Siddiquee; Dong Yang 005; Yufan He; Daguang Xu; Andriy Myronenko (CoRR, 2022)

Automated head and neck tumor segmentation from 3D PET/CT. - Andriy Myronenko; Md Mahfuzur Rahman Siddiquee; Dong Yang 005; Yufan He; Daguang Xu (CoRR, 2022)

A Generalized Framework for Critical Heat Flux Detection Using Unsupervised Image-to-Image Translation. - Firas Al-Hindawi; Tejaswi Soori; Han Hu; Md Mahfuzur Rahman Siddiquee; Hyunsoo Yoon; Teresa Wu; Ying Sun (CoRR, 2022)

The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challenge. - Xiangyu Li 004; Gongning Luo; Kuanquan Wang; Hongyu Wang; Jun Liu 080; Xinjie Liang; Jie Jiang; Zhenghao Song; Chunyue Zheng; Haokai Chi; Mingwang Xu; Yingte He; et al. (CoRR, 2023)

Pseudo Supervised Metrics: Evaluating Unsupervised Image to Image Translation Models In Unsupervised Cross-Domain Classification Frameworks. - Firas Al-Hindawi; Md Mahfuzur Rahman Siddiquee; Teresa Wu; Han Hu; Ying Sun (CoRR, 2023)

Fetal brain tissue annotation and segmentation challenge results. - Kelly Payette; Hongwei Bran Li; Priscille de Dumast; Roxane Licandro; Hui Ji; Md Mahfuzur Rahman Siddiquee; Daguang Xu; Andriy Myronenko; Hao Liu; Yuchen Pei; Lisheng Wang; Ying Peng; et al. (Medical Image Anal., 2023)

A framework for generalizing critical heat flux detection models using unsupervised image-to-image translation. - Firas Al-Hindawi; Tejaswi Soori; Han Hu; Md Mahfuzur Rahman Siddiquee; Hyunsoo Yoon; Teresa Wu; Ying Sun (Expert Syst. Appl., 2023)

Ordinal Classification with Distance Regularization for Robust Brain Age Prediction. - Jay Shah; Md Mahfuzur Rahman Siddiquee; Yi Su; Teresa Wu; Baoxin Li (WACV, 2024)

Brainomaly: Unsupervised Neurologic Disease Detection Utilizing Unannotated T1-weighted Brain MR Images. - Md Mahfuzur Rahman Siddiquee; Jay Shah; Teresa Wu; Catherine D. Chong; Todd J. Schwedt; Gina Dumkrieger; Simona Nikolova; Baoxin Li (WACV, 2024)

A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge. - Ezequiel de la Rosa; Mauricio Reyes 001; Sook-Lei Liew; Alexandre Hutton; Roland Wiest; Johannes Kaesmacher; Uta Hanning; Arsany Hakim; Richard Zubal; Waldo Valenzuela; David Robben; Diana Maria Sima; et al. (CoRR, 2024)

AnoFPDM: Anomaly Segmentation with Forward Process of Diffusion Models for Brain MRI. - Yiming Che; Fazle Rafsani; Jay Shah; Md Mahfuzur Rahman Siddiquee; Teresa Wu (CoRR, 2024)

Domain-knowledge Inspired Pseudo Supervision (DIPS) for unsupervised image-to-image translation models to support cross-domain classification. - Firas Al-Hindawi; Md Mahfuzur Rahman Siddiquee; Teresa Wu; Han Hu; Ying Sun (Eng. Appl. Artif. Intell., 2024)

AnoFPDM: Anomaly Detection with Forward Process of Diffusion Models for BrainMRI. - Yiming Che; Fazle Rafsani; Jay Shah; Md Mahfuzur Rahman Siddiquee; Teresa Wu (WACV (Workshops), 2025)

TP-CL: A novel temporal proximity contrastive learning approach for obstructive sleep apnea detection using single-lead electrocardiograms. - Fulin Cai; Md Mahfuzur Rahman Siddiquee; Teresa Wu; Victor M. Lubecke; Olga Boric-Lubecke (Biomed. Signal Process. Control., 2025)

Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results. - Kelly Payette; Céline Steger; Roxane Licandro; Priscille de Dumast; Hongwei Bran Li; Matthew J. Barkovich; Liu Li; Maik Dannecker; Chen Chen 042; Cheng Ouyang; Niccolò McConnell; Alina Dana Miron; et al. (IEEE Trans. Medical Imaging, 2025)