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Yamin Arefeen
Postdoc, Electrical and Computer Engineering, University of Texas at Austin
Joined
January 2023
Names
Yamin Arefeen
(Preferred)
,
Yamin Ishraq Arefeen
Emails
****@mit.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Postdoc
Electrical and Computer Engineering,
University of Texas at Austin
(utexas.edu)
2023
–
Present
PhD student
Electrical Engineering and Computer Science,
Massachusetts Institute of Technology
(mit.edu)
2017
–
2023
Advisors, Relations & Conflicts
Coauthor
Brett Levac
2023
–
Present
Coauthor
Zachary A Stoebner
2023
–
Present
Coauthor
Jon Tamir
2023
–
Present
Coauthor
Sebastian Diaz
2020
–
2023
PhD Advisor
Elfar Adalsteinsson
2017
–
2023
Coauthor
Molin Zhang
2017
–
2023
Expertise
medical imaging
,
deep learning
,
image reconstruction
2017
–
Present
magnetic resonance imaging
,
imaging physics
2017
–
Present
clinical translation
,
clinical validation
2017
–
Present
Publications
Diffusion Probabilistic Generative Models for Accelerated, in-NICU Permanent Magnet Neonatal MRI
Yamin Ishraq Arefeen
,
Brett Levac
,
Bhairav Patel
,
Chang Ho
,
Jonathan I. Tamir
CoRR 2025
Readers:
Everyone
A dataset and benchmark for hospital course summarization with adapted large language models
Asad Aali
,
Dave Van Veen
,
Yamin Ishraq Arefeen
,
Jason Hom
,
Christian Bluethgen
,
Eduardo Pontes Reis
,
Sergios Gatidis
,
Namuun Clifford
,
Joseph Daws
,
Arash S. Tehrani
,
Jangwon Kim
,
Akshay S. Chaudhari
J. Am. Medical Informatics Assoc. 2025
Readers:
Everyone
INFusion: Diffusion Regularized Implicit Neural Representations for 2D and 3D Accelerated MRI Reconstruction
Yamin Ishraq Arefeen
,
Brett Levac
,
Zach Stoebner
,
Jonathan I. Tamir
IEEECONF 2024
Readers:
Everyone
Enhancing Deep Learning-Driven Multi-Coil MRI Reconstruction via Self-Supervised Denoising
Asad Aali
,
Marius Arvinte
,
Sidharth Kumar
,
Yamin Ishraq Arefeen
,
Jonathan I. Tamir
CoRR 2024
Readers:
Everyone
A Benchmark of Domain-Adapted Large Language Models for Generating Brief Hospital Course Summaries
Asad Aali
,
Dave Van Veen
,
Yamin Ishraq Arefeen
,
Jason Hom
,
Christian Bluethgen
,
Eduardo Pontes Reis
,
Sergios Gatidis
,
Namuun Clifford
,
Joseph Daws
,
Arash S. Tehrani
,
Jangwon Kim
,
Akshay S. Chaudhari
CoRR 2024
Readers:
Everyone
Accelerated, Robust Lower-Field Neonatal MRI with Generative Models
Yamin Ishraq Arefeen
,
Brett Levac
,
Jonathan I. Tamir
CoRR 2024
Readers:
Everyone
INFusion: Diffusion Regularized Implicit Neural Representations for 2D and 3D accelerated MRI reconstruction
Yamin Arefeen
,
Brett Levac
,
Zach Stoebner
,
Jonathan I. Tamir
CoRR 2024
Readers:
Everyone
Zero-Shot Self-Supervised Joint Temporal Image and Sensitivity Map Reconstruction via Linear Latent Space
Molin Zhang
,
Junshen Xu
,
Yamin Arefeen
,
Elfar Adalsteinsson
Published: 04 Apr 2023, Last Modified: 17 Apr 2023
MIDL 2023 Poster
Readers:
Everyone
Combining Computational Techniques with Physics for Applications in Accelerated MRI
Yamin Ishraq Arefeen
undefined 2023
Readers:
Everyone
Co-Authors
Akshay S. Chaudhari
Arash S. Tehrani
Asad Aali
Bhairav Patel
Brett Levac
Chang Ho
Christian Bluethgen
Dave Van Veen
Eduardo Pontes Reis
Elfar Adalsteinsson
Jangwon Kim
Jason Hom
Jonathan I. Tamir
Joseph Daws
Junshen Xu
Marius Arvinte
Molin Zhang
Namuun Clifford
Sergios Gatidis
Sidharth Kumar
Zach Stoebner