Publications for Louis J Vaickus, MD, PhD https://geiselmed.dartmouth.edu/faculty/facultydb/view.php?uid=6618 Publications for Louis J Vaickus, MD, PhD en-us <![CDATA[Adapting transformer-based encoder models for automated billing code assignment of current procedural terminology from pathology reports in multi-institutional settings.]]> https://www.ncbi.nlm.nih.gov/pubmed/42436742 J Pathol Inform. 2026 Aug;22:100687. doi: 10.1016/j.jpi.2026.100687. Epub 2026 Jun 14.
PMID: 42436742]]> <![CDATA[Accurate focal-plane selection is crucial for artificial intelligence assessment of three-dimensional urine cytology specimens for bladder cancer screening and surveillance.]]> https://www.ncbi.nlm.nih.gov/pubmed/42363782 Cancer Cytopathol. 2026 Jul;134(7):e70117. doi: 10.1002/cncy.70117.
PMID: 42363782]]> <![CDATA[Interpreting and Validating a Deep Learning Model Predictive of Spatial Morphologic-Molecular Patterns in Lung Adenocarcinoma, Using Ground Truth Immunohistochemistry Images.]]> https://www.ncbi.nlm.nih.gov/pubmed/42079136 bioRxiv. 2026 Apr 23; pii: 2026.04.20.719723. doi: 10.64898/2026.04.20.719723. Epub 2026 Apr 23.
PMID: 42079136]]> <![CDATA[X-SPATIO: An Explanatory Deep Learning Pipeline for the Prediction and Visualization of Spatially Resolved Biomarker Expression in Triple-Negative Breast Cancer.]]> https://www.ncbi.nlm.nih.gov/pubmed/41726881 bioRxiv. 2026 Feb 11; pii: 2026.02.09.704587. doi: 10.64898/2026.02.09.704587. Epub 2026 Feb 11.
PMID: 41726881]]> <![CDATA[Seven-year retrospective review of medical microbiologist consultations on cytology specimens at an academic medical center.]]> https://www.ncbi.nlm.nih.gov/pubmed/40994162 Am J Clin Pathol. 2025 Nov 19;164(5):752-758. doi: 10.1093/ajcp/aqaf100.
PMID: 40994162]]> <![CDATA[Association of deep learning-derived histologic features of placental chorionic villi with maternal and infant characteristics in the New Hampshire birth cohort study.]]> https://www.ncbi.nlm.nih.gov/pubmed/40902262 Placenta. 2025 Oct;170:87-96. doi: 10.1016/j.placenta.2025.07.084. Epub 2025 Jul 23.
PMID: 40902262]]> <![CDATA[Association of Deep Learning-Derived Histologic Features of Placental Chorionic Villi with Maternal and Infant Characteristics in the New Hampshire Birth Cohort Study.]]> https://www.ncbi.nlm.nih.gov/pubmed/40313259 medRxiv. 2025 Apr 23; pii: 2025.04.22.25325465. doi: 10.1101/2025.04.22.25325465. Epub 2025 Apr 23.
PMID: 40313259]]> <![CDATA[An initial game-theoretic assessment of enhanced tissue preparation and imaging protocols for improved deep learning inference of spatial transcriptomics from tissue morphology.]]> https://www.ncbi.nlm.nih.gov/pubmed/39367648 Brief Bioinform. 2024 Sep 23;25(6) doi: 10.1093/bib/bbae476.
PMID: 39367648]]> <![CDATA[Artificial Intelligence Applications in Cytopathology: Current State of the Art.]]> https://www.ncbi.nlm.nih.gov/pubmed/39129146 Surg Pathol Clin. 2024 Sep;17(3):521-531. doi: 10.1016/j.path.2024.04.011. Epub 2024 May 30.
PMID: 39129146]]> <![CDATA[Thyroid Fine-Needle Aspiration: The Current and Future Landscape of Cytopathology.]]> https://www.ncbi.nlm.nih.gov/pubmed/39129137 Surg Pathol Clin. 2024 Sep;17(3):371-381. doi: 10.1016/j.path.2024.04.005. Epub 2024 May 19.
PMID: 39129137]]>