Purang Abolmaesumi

University of British Columbia — Canada

Computer Science · Physical Sciences

48h-index8.6kcitations465works2.32yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Medical Image Segmentation Techniques(76), AI in cancer detection(72), Medical Imaging and Analysis(71), Prostate Cancer Diagnosis and Treatment(52), Ultrasound Imaging and Elastography(51)

Publications465 total

A Dataset and Benchmarks for Atrial Fibrillation Detection from Electrocardiograms of Intensive Care Unit Patients
ArXiv.org·2025Open Access
A Dataset and Benchmarks for Atrial Fibrillation Detection from Electrocardiograms of Intensive Care Unit Patients
arXiv (Cornell University)·2025Open Access
ProtoEFNet: Dynamic Prototype Learning for Inherently Interpretable Ejection Fraction Estimation in Echocardiography
arXiv (Cornell University)·2025Open Access
TREAT-Net: Tabular-Referenced Echocardiography Analysis for Acute Coronary Syndrome Treatment Prediction
Lecture notes in computer science·2025Open Access
HiProtoNet: Hyperbolic Hierarchy-Aware Part Prototypes for Aortic Stenosis Severity Classification
Lecture notes in computer science·2025
ProTeUS: A Spatio-Temporal Enhanced Ultrasound-Based Framework for Prostate Cancer Detection
Lecture notes in computer science·2025
Pseudo-D: Informing Multi-View Uncertainty Estimation with Calibrated Neural Training Dynamics
arXiv (Cornell University)·2025Open Access
MultiASNet: Multimodal Label Noise Robust Framework for the Classification of Aortic Stenosis in Echocardiography
IEEE Transactions on Medical Imaging·2025
Domain Knowledge is Power: Leveraging Physiological Priors for Self-Supervised Representation Learning in Electrocardiography
2025Open Access
Domain Knowledge is Power: Leveraging Physiological Priors for Self Supervised Representation Learning in Electrocardiography
arXiv (Cornell University)·2025Open Access
PRECISE-AS: Personalized Reinforcement Learning for Efficient Point-of-Care Echocardiography in Aortic Stenosis Diagnosis
arXiv (Cornell University)·2025Open Access
Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift
arXiv (Cornell University)·2025Open Access
ProtoASNet: Comprehensive evaluation and enhanced performance with uncertainty estimation for aortic stenosis classification in echocardiography
Medical Image Analysis·2025· 3 citedOpen Access
Self-supervised Prototype Learning for Spatio-Temporal Enhanced Ultrasound-based Prostate Cancer Detection
2025· 2 cited
CINEPRO: Robust Training of Foundation Models for Cancer Detection in Prostate Ultrasound Cineloops
2025· 3 cited
Leveraging SAM for automatic prostate segmentation on micro-ultrasound images
2025· 1 cited
TRUSWorthy: toward clinically applicable deep learning for confident detection of prostate cancer in micro-ultrasound
International Journal of Computer Assisted Radiology and Surgery·2025· 3 citedOpen Access
TRUSWorthy: Toward Clinically Applicable Deep Learning for Confident Detection of Prostate Cancer in Micro-Ultrasound
arXiv (Cornell University)·2025Open Access
Cinepro: Robust Training of Foundation Models for Cancer Detection in Prostate Ultrasound Cineloops
arXiv (Cornell University)·2025Open Access
Federated Impression for Learning with Distributed Heterogeneous Data
Lecture notes in computer science·2025
page 1 of 24Next →

Frequent Co-authors

Robert Rohling(14), Parvin Mousavi(13), Septimiu E. Salcudean(12), Abtin Rasoulian(6), M.R. Sirouspour(4), Teresa S.M. Tsang(4), Ken Gin(4), Mehdi Moradi(4), Wen-Hong Zhu(3), Alexander Seitel(3), Amir H. Abdi(3), S. Bachmann(3), Amir Tahmasebi(3), Zhibin Liao(3), Hany Girgis(3), Clare M. Tempany(3), William M. Wells(3), Tina Kapur(3), Andriy Fedorov(3), Sidney Fels(3)