متابعة
Md Mahfuzur Rahman Siddiquee, Ph.D.
Md Mahfuzur Rahman Siddiquee, Ph.D.
Research Scientist at Meta
بريد إلكتروني تم التحقق منه على meta.com
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
UNet++: A Nested U-Net Architecture for Medical Image Segmentation
Z Zhou, MM Rahman Siddiquee, N Tajbakhsh, J Liang
4th Workshop on Deep Learning in Medical Image Analysis, 2018
85072018
Unet++: Redesigning skip connections to exploit multiscale features in image segmentation
Z Zhou, MMR Siddiquee, N Tajbakhsh, J Liang
IEEE transactions on medical imaging 39 (6), 1856-1867, 2019
33792019
Models genesis: Generic autodidactic models for 3d medical image analysis
Z Zhou, V Sodha, MM Rahman Siddiquee, R Feng, N Tajbakhsh, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
3632019
U-Net++: a nested U-Net architecture for medical image segmentation. Deep Learn Med Image Anal Multimodal Learn Clin Decis Support 2018 (11045), 3–11 (2018)
Z Zhou, MMR Siddiquee, N Tajbakhsh, J Liang
1592018
Learning fixed points in generative adversarial networks: From image-to-image translation to disease detection and localization
MMR Siddiquee, Z Zhou, N Tajbakhsh, R Feng, MB Gotway, Y Bengio, ...
Proceedings of the IEEE/CVF international conference on computer vision, 191-200, 2019
1152019
Hypersegnas: Bridging one-shot neural architecture search with 3d medical image segmentation using hypernet
C Peng, A Myronenko, A Hatamizadeh, V Nath, MMR Siddiquee, Y He, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
362022
Fetal brain tissue annotation and segmentation challenge results
K Payette, HB Li, P de Dumast, R Licandro, H Ji, MMR Siddiquee, D Xu, ...
Medical image analysis 88, 102833, 2023
342023
Redundancy reduction in semantic segmentation of 3d brain tumor mris
MM Rahman Siddiquee, A Myronenko
International MICCAI Brainlesion Workshop, 163-172, 2021
322021
Automated head and neck tumor segmentation from 3D PET/CT HECKTOR 2022 challenge report
A Myronenko, MMR Siddiquee, D Yang, Y He, D Xu
3D Head and Neck Tumor Segmentation in PET/CT Challenge, 31-37, 2022
262022
The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challenge
X Li, G Luo, K Wang, H Wang, J Liu, X Liang, J Jiang, Z Song, C Zheng, ...
arXiv preprint arXiv:2301.03281, 2023
232023
Systems, methods, and apparatuses for implementing a multi-resolution neural network for use with imaging intensive applications including medical imaging
J Liang, Z Zhou, MMR Siddiquee, N Tajbakhsh
US Patent 11,164,067, 2021
182021
A fuzzy based recommendation system with collaborative filtering
MMR Siddiquee, N Haider, RM Rahman
The 8th International Conference on Software, Knowledge, Information …, 2014
162014
Headache classification and automatic biomarker extraction from structural MRIs using deep learning
MM Rahman Siddiquee, J Shah, C Chong, S Nikolova, G Dumkrieger, ...
Brain Communications 5 (1), fcac311, 2023
15*2023
Association rule mining and audio signal processing for music discovery and recommendation
MMR Siddiquee, MS Rahman, SUI Chowdhury, RM Rahman
International Journal of Software Innovation (IJSI) 4 (2), 71-87, 2016
152016
A framework for generalizing critical heat flux detection models using unsupervised image-to-image translation
F Al-Hindawi, T Soori, H Hu, MMR Siddiquee, H Yoon, T Wu, Y Sun
Expert Systems with Applications 227, 120265, 2023
122023
Systems, methods, and apparatuses for implementing fixed-point image-to-image translation using improved generative adversarial networks (gans)
J Liang, Z Zhou, N Tajbakhsh, MMR Siddiquee
US Patent App. 17/477,088, 2022
122022
Methods, systems, and media for segmenting images
Z Zhou, MMR Siddiquee, N Tajbakhsh, J Liang
US Patent 11,328,430, 2022
112022
Brainomaly: Unsupervised neurologic disease detection utilizing unannotated t1-weighted brain mr images
MMR Siddiquee, J Shah, T Wu, C Chong, TJ Schwedt, G Dumkrieger, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
102024
Neuropsychiatric Symptoms and Commonly Used Biomarkers of Alzheimer’s Disease: A Literature Review from a Machine Learning Perspective
J Shah, MM Rahman Siddiquee, J Krell-Roesch, JA Syrjanen, ...
Journal of Alzheimer's Disease 92 (4), 1131-1146, 2023
92023
Movie recommendation system based on fuzzy inference system and adaptive neuro fuzzy inference system
MR Siddiquee, N Haider, RM Rahman
International Journal of Fuzzy System Applications (IJFSA) 4 (4), 31-69, 2015
92015
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مقالات 1–20