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Human-interpretable image features derived from densely mapped cancer pathology slides predict diverse molecular phenotypes.
Diao JA, Wang JK, Chui WF, Mountain V, Gullapally SC, Srinivasan R, Mitchell RN, Glass B, Hoffman S, Rao SK, Maheshwari C, Lahiri A, Prakash A, McLoughlin R, Kerner JK, Resnick MB, Montalto MC, Khosla A, Wapinski IN, Beck AH, Elliott HL, Taylor-Weiner A. Diao JA, et al. Among authors: montalto mc. Nat Commun. 2021 Mar 12;12(1):1613. doi: 10.1038/s41467-021-21896-9. Nat Commun. 2021. PMID: 33712588 Free PMC article.
A Machine Learning Approach Enables Quantitative Measurement of Liver Histology and Disease Monitoring in NASH.
Taylor-Weiner A, Pokkalla H, Han L, Jia C, Huss R, Chung C, Elliott H, Glass B, Pethia K, Carrasco-Zevallos O, Shukla C, Khettry U, Najarian R, Taliano R, Subramanian GM, Myers RP, Wapinski I, Khosla A, Resnick M, Montalto MC, Anstee QM, Wong VW, Trauner M, Lawitz EJ, Harrison SA, Okanoue T, Romero-Gomez M, Goodman Z, Loomba R, Beck AH, Younossi ZM. Taylor-Weiner A, et al. Among authors: montalto mc. Hepatology. 2021 Jul;74(1):133-147. doi: 10.1002/hep.31750. Epub 2021 Jun 24. Hepatology. 2021. PMID: 33570776 Free PMC article.
Association of artificial intelligence-powered and manual quantification of programmed death-ligand 1 (PD-L1) expression with outcomes in patients treated with nivolumab ± ipilimumab.
Baxi V, Lee G, Duan C, Pandya D, Cohen DN, Edwards R, Chang H, Li J, Elliott H, Pokkalla H, Glass B, Agrawal N, Lahiri A, Wang D, Khosla A, Wapinski I, Beck A, Montalto M. Baxi V, et al. Mod Pathol. 2022 Nov;35(11):1529-1539. doi: 10.1038/s41379-022-01119-2. Epub 2022 Jul 15. Mod Pathol. 2022. PMID: 35840720 Free PMC article.
A Machine Learning Approach to Liver Histological Evaluation Predicts Clinically Significant Portal Hypertension in NASH Cirrhosis.
Bosch J, Chung C, Carrasco-Zevallos OM, Harrison SA, Abdelmalek MF, Shiffman ML, Rockey DC, Shanis Z, Juyal D, Pokkalla H, Le QH, Resnick M, Montalto M, Beck AH, Wapinski I, Han L, Jia C, Goodman Z, Afdhal N, Myers RP, Sanyal AJ. Bosch J, et al. Hepatology. 2021 Dec;74(6):3146-3160. doi: 10.1002/hep.32087. Hepatology. 2021. PMID: 34333790 Free article.
Dissecting the Business Case for Adoption and Implementation of Digital Pathology: A White Paper from the Digital Pathology Association.
Lujan G, Quigley JC, Hartman D, Parwani A, Roehmholdt B, Meter BV, Ardon O, Hanna MG, Kelly D, Sowards C, Montalto M, Bui M, Zarella MD, LaRosa V, Slootweg G, Retamero JA, Lloyd MC, Madory J, Bowman D. Lujan G, et al. Among authors: montalto m. J Pathol Inform. 2021 Apr 7;12:17. doi: 10.4103/jpi.jpi_67_20. eCollection 2021. J Pathol Inform. 2021. PMID: 34221633 Free PMC article.
39 results