Kayhan Batmanghelich, PhD
Assistant Professor
Boston University Chobanian & Avedisian School of Medicine
Medicine
Computational Biomedicine

PhD, University of Pennsylvania
MSc, University of Tehran
BSc, Amirkabir University of Technology




An Integrative Radiogenomic Approach to Design Genetically-Informed Image Biomarker for Characterizing COPD
06/21/2023 - 04/30/2025 (PI)
NIH/National Heart, Lung, and Blood Institute
7R01HL141813-06



Title


Yr Title Project-Sub Proj Pubs

Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.

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  1. Xu Y, Sun L, Peng W, Jia S, Morrison K, Perer A, Zandifar A, Visweswaran S, Eslami M, Batmanghelich K. MedSyn: Text-Guided Anatomy-Aware Synthesis of High-Fidelity 3-D CT Images. IEEE Trans Med Imaging. 2024 Oct; 43(10):3648-3660. PMID: 38900619
     
  2. Yu K, Ghosh S, Liu Z, Deible C, Poynton CB, Batmanghelich K. Anatomy-specific Progression Classification in Chest Radiographs via Weakly Supervised Learning. Radiol Artif Intell. 2024 Sep; 6(5):e230277.View Related Profiles. PMID: 39046325; DOI: 10.1148/ryai.230277;
     
  3. Mina AI, Espino JU, Bradley AM, Thirumala PD, Batmanghelich K, Visweswaran S. Detecting Cerebral Ischemia From Electroencephalography During Carotid Endarterectomy Using Machine Learning. AMIA Jt Summits Transl Sci Proc. 2024; 2024:613-622. PMID: 38827046
     
  4. Xu Y, Gong M, Xie S, Wei W, Grundmann M, Batmanghelich K, Hou T. Semi-Implicit Denoising Diffusion Models (SIDDMs). Adv Neural Inf Process Syst. 2023 Dec; 36:17383-17394. PMID: 39130612
     
  5. Mina AI, Espino JU, Bradley AM, Thirumala P, Batmanghelich K, Visweswaran S. Time-Series Aware Metrics for the Evaluation of Intraoperative Electroencephalography-Based Ischemia Detection. Stud Health Technol Inform. 2024 Jan 25; 310:274-278. PMID: 38269808
     
  6. Yu K, Sun L, Chen J, Reynolds M, Chaudhary T, Batmanghelich K. DrasCLR: A self-supervised framework of learning disease-related and anatomy-specific representation for 3D lung CT images. Med Image Anal. 2024 Feb; 92:103062. PMID: 38086236; DOI: 10.1016/j.media.2023.103062;
     
  7. Chen J, Xu Z, Sun L, Yu K, Hersh CP, Boueiz A, Hokanson JE, Sciurba FC, Silverman EK, Castaldi PJ, Batmanghelich K. Deep Learning Integration of Chest Computed Tomography Imaging and Gene Expression Identifies Novel Aspects of COPD. Chronic Obstr Pulm Dis. 2023 Oct 26; 10(4):355-368. PMID: 37413999; DOI: 10.15326/jcopdf.2023.0399;
     
  8. Ghosh S, Yu K, Batmanghelich K. Distilling BlackBox to Interpretable Models for Efficient Transfer Learning. Med Image Comput Comput Assist Interv. 2023 Oct; 14221:628-638. PMID: 38827244; DOI: 10.1007/978-3-031-43895-0_59;
     
  9. Ragoza M, Batmanghelich K. Physics-Informed Neural Networks for Tissue Elasticity Reconstruction in Magnetic Resonance Elastography. Med Image Comput Comput Assist Interv. 2023 Oct; 14229:333-343. PMID: 38827227; DOI: 10.1007/978-3-031-43999-5_32;
     
  10. Murali N, Puli A, Yu K, Ranganath R, Batmanghelich K. Beyond Distribution Shift: Spurious Features Through the Lens of Training Dynamics. Transact Mach Learn Res. 2023 Oct; 2023. PMID: 38645403
     
Showing 10 of 47 results. Show More

This graph shows the total number of publications by year, by first, middle/unknown, or last author.

Bar chart showing 47 publications over 13 distinct years, with a maximum of 9 publications in 2021

YearPublications
20101
20111
20121
20141
20161
20172
20183
20191
20207
20219
20227
20238
20245

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8 St Mary's St
Boston MA 02215
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