Kayhan Batmanghelich, PhD

Publications

• Published on 7/24/2024

  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 Jul 24; e230277. PMID: 39046325.

  Read at: PubMed
• Published on 6/20/2024

  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 3D CT Images. IEEE Trans Med Imaging. 2024 Jun 20; PP. PMID: 38900619.

  Read at: PubMed
• Published on 5/31/2024

  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.

  Read at: PubMed
• Published on 1/25/2024

  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.

  Read at: PubMed
• Published on 12/9/2023

  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.

  Read at: PubMed
• Published on 10/26/2023

  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.

  Read at: PubMed
• Published on 10/1/2023

  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.

  Read at: PubMed
• Published on 10/1/2023

  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.

  Read at: PubMed
• Published on 10/1/2023

  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.

  Read at: PubMed
• Published on 7/13/2023

  Reynolds M, Chaudhary T, Eshaghzadeh Torbati M, Tudorascu DL, Batmanghelich K. ComBat Harmonization: Empirical Bayes versus fully Bayes approaches. Neuroimage Clin. 2023; 39:103472. PMID: 37506457.

  Read at: PubMed

View 36 more publications: View full profile at BUMC