Pohl KM - Search Results

1

The Transition From Homogeneous to Heterogeneous Machine Learning in Neuropsychiatric Research.

Zhao Q, Nooner KB, Tapert SF, Adeli E, Pohl KM, Kuceyeski A, Sabuncu MR. Zhao Q, et al. Among authors: pohl km. Biol Psychiatry Glob Open Sci. 2024 Sep 26;5(1):100397. doi: 10.1016/j.bpsgos.2024.100397. eCollection 2025 Jan. Biol Psychiatry Glob Open Sci. 2024. PMID: 39526023 Free PMC article. Review.

2

Conversion Discriminative Analysis on Mild Cognitive Impairment Using Multiple Cortical Features from MR Images.

Guo S, Lai C, Wu C, Cen G; Alzheimer's Disease Neuroimaging Initiative. Guo S, et al. Front Aging Neurosci. 2017 May 18;9:146. doi: 10.3389/fnagi.2017.00146. eCollection 2017. Front Aging Neurosci. 2017. PMID: 28572766 Free PMC article.

3

SpaRG: Sparsely Reconstructed Graphs for Generalizable fMRI Analysis.

González C, Miraoui Y, Fan Y, Adeli E, Pohl KM. González C, et al. Among authors: pohl km. Mach Learn Clin Neuroimaging (2024). 2025;15266:46-56. doi: 10.1007/978-3-031-78761-4_5. Epub 2024 Dec 6. Mach Learn Clin Neuroimaging (2024). 2025. PMID: 39758707

4

Spectral Graph Sample Weighting for Interpretable Sub-cohort Analysis in Predictive Models for Neuroimaging.

Paschali M, Jiang YH, Siegel S, Gonzalez C, Pohl KM, Chaudhari A, Zhao Q. Paschali M, et al. Among authors: pohl km. Predict Intell Med. 2025;15155:24-34. doi: 10.1007/978-3-031-74561-4_3. Epub 2024 Oct 18. Predict Intell Med. 2025. PMID: 39525051 Free PMC article.

5

Multi-domain predictors of grip strength differentiate individuals with and without alcohol use disorder.

Paschali M, Zhao Q, Sassoon SA, Pfefferbaum A, Sullivan EV, Pohl KM. Paschali M, et al. Among authors: pohl km. Addict Biol. 2024 Nov;29(11):e70007. doi: 10.1111/adb.70007. Addict Biol. 2024. PMID: 39532141 Free PMC article.

6

Elucidating the neuropathological and molecular heterogeneity of amyloid-beta and tau in Alzheimer's disease through machine learning and transcriptomic integration.

Zhao K, Xie H, Jacobs T, Gaggi NL, Fortea J, Carlisle NB, Fonzo GA, Pohl KM, Osorio RS, Zhang Y. Zhao K, et al. Among authors: pohl km. bioRxiv [Preprint]. 2024 Oct 18:2024.10.16.618708. doi: 10.1101/2024.10.16.618708. bioRxiv. 2024. PMID: 39463964 Free PMC article. Preprint.

7

Aging, HIV infection, and alcohol exert synergist effects on regional thalamic volumes resulting in functional impairment.

Pfefferbaum A, Zahr NM, Sassoon SA, Fama R, Saranathan M, Pohl KM, Sullivan EV. Pfefferbaum A, et al. Among authors: pohl km. Neuroimage Clin. 2024;44:103684. doi: 10.1016/j.nicl.2024.103684. Epub 2024 Oct 12. Neuroimage Clin. 2024. PMID: 39423567 Free PMC article.

8

Anterior and posterior thalamic volumes differentially correlate with memory, attention, and motor processes in HIV infection and alcohol use disorder comorbidity.

Fama R, Sassoon SA, Müller-Oehring EM, Saranathan M, Pohl KM, Zahr NM, Pfefferbaum A, Sullivan EV. Fama R, et al. Among authors: pohl km. Brain Res Bull. 2024 Oct 15;217:111085. doi: 10.1016/j.brainresbull.2024.111085. Epub 2024 Sep 27. Brain Res Bull. 2024. PMID: 39343322 Free article.

9

Sex-specific differences in brain activity dynamics of youth with a family history of substance use disorder.

Schilling L, Singleton SP, Tozlu C, Hédo M, Zhao Q, Pohl KM, Jamison K, Kuceyeski A. Schilling L, et al. Among authors: pohl km. bioRxiv [Preprint]. 2024 Sep 4:2024.09.03.610959. doi: 10.1101/2024.09.03.610959. bioRxiv. 2024. PMID: 39282344 Free PMC article. Preprint.

10

Metadata-conditioned generative models to synthesize anatomically-plausible 3D brain MRIs.

Peng W, Bosschieter T, Ouyang J, Paul R, Sullivan EV, Pfefferbaum A, Adeli E, Zhao Q, Pohl KM. Peng W, et al. Among authors: pohl km. Med Image Anal. 2024 Dec;98:103325. doi: 10.1016/j.media.2024.103325. Epub 2024 Aug 24. Med Image Anal. 2024. PMID: 39208560

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