Neuropsychiatric Symptoms and Commonly Used Biomarkers of Alzheimer's Disease: A Literature Review from a Machine Learning Perspective
Shah, Jay, Rahman Siddiquee, Md Mahfuzur, Krell-Roesch, Janina, Syrjanen, Jeremy A, Kremers, Walter K, Vassilaki, Maria, Forzani, Erica, Wu, Teresa, Geda, Yonas E
Published in Journal of Alzheimer's disease (01.01.2023)
Published in Journal of Alzheimer's disease (01.01.2023)
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Journal Article
UNet++: A Nested U-Net Architecture for Medical Image Segmentation
Zhou, Zongwei, Rahman Siddiquee, Md Mahfuzur, Tajbakhsh, Nima, Liang, Jianming
Published in Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support (01.09.2018)
Published in Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support (01.09.2018)
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Book Chapter
Journal Article
Brainomaly: Unsupervised Neurologic Disease Detection Utilizing Unannotated T1-weighted Brain MR Images
Rahman Siddiquee, Md Mahfuzur, Shah, Jay, Wu, Teresa, Chong, Catherine, Schwedt, Todd J., Dumkrieger, Gina, Nikolova, Simona, Li, Baoxin
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2024)
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2024)
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Conference Proceeding
A framework for generalizing critical heat flux detection models using unsupervised image-to-image translation
Al-Hindawi, Firas, Soori, Tejaswi, Hu, Han, Siddiquee, Md. Mahfuzur Rahman, Yoon, Hyunsoo, Wu, Teresa, Sun, Ying
Published in Expert systems with applications (01.10.2023)
Published in Expert systems with applications (01.10.2023)
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Journal Article
Domain-knowledge Inspired Pseudo Supervision (DIPS) for unsupervised image-to-image translation models to support cross-domain classification
Al-Hindawi, Firas, Rahman Siddiquee, Md Mahfuzur, Wu, Teresa, Hu, Han, Sun, Ying
Published in Engineering applications of artificial intelligence (01.01.2024)
Published in Engineering applications of artificial intelligence (01.01.2024)
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Journal Article
HealthyGAN: Learning from Unannotated Medical Images to Detect Anomalies Associated with Human Disease
Rahman Siddiquee, Md Mahfuzur, Shah, Jay, Wu, Teresa, Chong, Catherine, Schwedt, Todd, Li, Baoxin
Published in Simulation and Synthesis in Medical Imaging (01.09.2022)
Published in Simulation and Synthesis in Medical Imaging (01.09.2022)
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Book Chapter
Journal Article
Headache classification and automatic biomarker extraction from structural MRIs using deep learning
Rahman Siddiquee, Md Mahfuzur, Shah, Jay, Chong, Catherine, Nikolova, Simona, Dumkrieger, Gina, Li, Baoxin, Wu, Teresa, Schwedt, Todd J
Published in Brain communications (2023)
Published in Brain communications (2023)
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Journal Article
Ordinal Classification with Distance Regularization for Robust Brain Age Prediction
Shah, Jay, Md Mahfuzur Rahman Siddiquee, Su, Yi, Wu, Teresa, Li, Baoxin
Published in arXiv.org (06.05.2024)
Published in arXiv.org (06.05.2024)
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Paper
Journal Article
Domain-knowledge Inspired Pseudo Supervision (DIPS) for Unsupervised Image-to-Image Translation Models to Support Cross-Domain Classification
Al-Hindawi, Firas, Md Mahfuzur Rahman Siddiquee, Wu, Teresa, Hu, Han, Sun, Ying
Published in arXiv.org (30.09.2023)
Published in arXiv.org (30.09.2023)
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Paper
Journal Article
A Framework for Generalizing Critical Heat Flux Detection Models Using Unsupervised Image-to-Image Translation
Al-Hindawi, Firas, Tejaswi Soori, Hu, Han, Md Mahfuzur Rahman Siddiquee, Yoon, Hyunsoo, Wu, Teresa, Sun, Ying
Published in arXiv.org (18.03.2023)
Published in arXiv.org (18.03.2023)
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Paper
Journal Article
Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization
Siddiquee, Md Mahfuzur Rahman, Zhou, Zongwei, Tajbakhsh, Nima, Feng, Ruibin, Gotway, Michael, Bengio, Yoshua, Liang, Jianming
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.11.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.11.2019)
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Conference Proceeding
Journal Article
Fetal Brain Tissue Annotation and Segmentation Challenge Results
Payette, Kelly, Li, Hongwei, Priscille de Dumast, Licandro, Roxane, Ji, Hui, Md Mahfuzur Rahman Siddiquee, Xu, Daguang, Myronenko, Andriy, Liu, Hao, Pei, Yuchen, Wang, Lisheng, Peng, Ying, Xie, Juanying, Zhang, Huiquan, Dong, Guiming, Fu, Hao, Wang, Guotai, Rieu, ZunHyan, Kim, Donghyeon, Kim, Hyun Gi, Karimi, Davood, Gholipour, Ali, Torres, Helena R, Oliveira, Bruno, Vilaça, João L, Yang, Lin, Avisdris, Netanell, Ben-Zvi, Ori, Dafna Ben Bashat, Lucas Fidon, Aertsen, Michael, Vercauteren, Tom, Sobotka, Daniel, Langs, Georg, Alenyà, Mireia, Villanueva, Maria Inmaculada, Camara, Oscar, Fadida, Bella Specktor, Joskowicz, Leo, Liao Weibin, Lv Yi, Li, Xuesong, Moona Mazher, Qayyum, Abdul, Puig, Domenec, Hamza Kebiri, Zhang, Zelin, Xu, Xinyi, Wu, Dan, Liao, KuanLun, Wu, YiXuan, Chen, JinTai, Xu, Yunzhi, Zhao, Li, Vasung, Lana, Menze, Bjoern, Meritxell Bach Cuadra, Jakab, Andras
Published in arXiv.org (20.04.2022)
Published in arXiv.org (20.04.2022)
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Paper
Journal Article
Fetal brain tissue annotation and segmentation challenge results
Payette, Kelly, Li, Hongwei Bran, de Dumast, Priscille, Licandro, Roxane, Ji, Hui, Siddiquee, Md Mahfuzur Rahman, Xu, Daguang, Myronenko, Andriy, Liu, Hao, Pei, Yuchen, Wang, Lisheng, Peng, Ying, Xie, Juanying, Zhang, Huiquan, Dong, Guiming, Fu, Hao, Wang, Guotai, Rieu, ZunHyan, Kim, Donghyeon, Kim, Hyun Gi, Karimi, Davood, Gholipour, Ali, Torres, Helena R., Oliveira, Bruno, Vilaça, João L., Lin, Yang, Avisdris, Netanell, Ben-Zvi, Ori, Bashat, Dafna Ben, Fidon, Lucas, Aertsen, Michael, Vercauteren, Tom, Sobotka, Daniel, Langs, Georg, Alenyà, Mireia, Villanueva, Maria Inmaculada, Camara, Oscar, Fadida, Bella Specktor, Joskowicz, Leo, Weibin, Liao, Yi, Lv, Xuesong, Li, Mazher, Moona, Qayyum, Abdul, Puig, Domenec, Kebiri, Hamza, Zhang, Zelin, Xu, Xinyi, Wu, Dan, Liao, Kuanlun, Wu, Yixuan, Chen, Jintai, Xu, Yunzhi, Zhao, Li, Vasung, Lana, Menze, Bjoern, Cuadra, Meritxell Bach, Jakab, Andras
Published in Medical image analysis (01.08.2023)
Published in Medical image analysis (01.08.2023)
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Journal Article
A fuzzy based recommendation system with collaborative filtering
Rahman Siddiquee, Md Mahfuzur, Haider, Naimul, Rahman, Rashedur M
Published in The 8th International Conference on Software, Knowledge, Information Management and Applications (SKIMA 2014) (01.12.2014)
Published in The 8th International Conference on Software, Knowledge, Information Management and Applications (SKIMA 2014) (01.12.2014)
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Conference Proceeding
HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet
Peng, Cheng, Myronenko, Andriy, Hatamizadeh, Ali, Nath, Vishwesh, Siddiquee, Md Mahfuzur Rahman, He, Yufan, Xu, Daguang, Chellappa, Rama, Yang, Dong
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
A personalized music discovery service based on data mining
Rahman Siddiquee, Md Mahfuzur, Rahman, Md. Saifur, Haider, Naimul, Rahman, Rashedur M., Chowdhury, Shahnewaz Ul Islam, Banik, Sharnendu
Published in 2015 IEEE/ACIS 14th International Conference on Computer and Information Science (ICIS) (01.06.2015)
Published in 2015 IEEE/ACIS 14th International Conference on Computer and Information Science (ICIS) (01.06.2015)
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Conference Proceeding