Purang Abolmaesumi

10 papers · 2019–2026 · 6 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold

🚀 Conference Pioneer 💎 Century Club · Bronze

Venues

MICCAI (4) CVPR (2) ICML (1) MIDL (1) MLHC (1) NeurIPS (1)

Top co-authors

Parvin Mousavi (4) Amoon Jamzad (3) Mohamed Harmanani (3) Fahimeh Fooladgar (3) Christina Luong (2) Hooman Vaseli (2) Teresa Tsang (2) Minh Nguyen Nhat To (2) Tarek Elghareb (2) Sidney Fels (1)

Research topics

Machine Learning (5) Core Methods (3) Learning Types (3) Artificial Intelligence (2) Computer Vision (2) Core AI (2) Computer Science (1) Deep Learning (1) Healthcare & Medicine (1) Analysis (1) Application Areas (1) Applications (1) Bayesian & Probabilistic (1) Clinical (1) Domain-Specific (1)

Keywords

stochastic gradient descent (1) conformal prediction (1) uncertainty quantification (1) model calibration (1) medical imaging (1) weakly supervised learning (1) adversarial training (1) object tracking (1) subpopulation shift (1) landmark detection (1) maximum likelihood (1) fisher information (1) risk minimization (1) label noise (1) bayesian quadrature (1) deep learning model (1) 3d generation (1) distribution-free guarantee (1) worst-group accuracy (1) sparse annotation (1)

Papers

Spectral Conformal Risk Control: Distribution-Free Tail Guarantees via Bayesian Quadrature CVPR 2026 Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift ICML 2025 PRECISE-AS: Personalized Reinforcement Learning for Efficient Point-of-Care Echocardiography in Aortic Stenosis Diagnosis MICCAI 2025 ProTeUS: A Spatio-Temporal Enhanced Ultrasound-Based Framework for Prostate Cancer Detection MICCAI 2025 ProstNFound: Integrating Foundation Models with Ultrasound Domain Knowledge and Clinical Context for Robust Prostate Cancer Detection MICCAI 2024 Reliable Multi-View Learning with Conformal Prediction for Aortic Stenosis Classification in Echocardiography MICCAI 2024 Detecting Atrial Fibrillation in ICU Telemetry data with Weak Labels MLHC 2021 Reciprocal Landmark Detection and Tracking With Extremely Few Annotations CVPR 2021 PEP: Parameter Ensembling by Perturbation NeurIPS 2020 AnatomyGen: Deep Anatomy Generation From Dense Representation With Applications in Mandible Synthesis MIDL 2019