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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: khosla a. 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: khosla a. 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. Among authors: khosla a. 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.
Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer.
Ehteshami Bejnordi B, Veta M, Johannes van Diest P, van Ginneken B, Karssemeijer N, Litjens G, van der Laak JAWM; the CAMELYON16 Consortium; Hermsen M, Manson QF, Balkenhol M, Geessink O, Stathonikos N, van Dijk MC, Bult P, Beca F, Beck AH, Wang D, Khosla A, Gargeya R, Irshad H, Zhong A, Dou Q, Li Q, Chen H, Lin HJ, Heng PA, Haß C, Bruni E, Wong Q, Halici U, Öner MÜ, Cetin-Atalay R, Berseth M, Khvatkov V, Vylegzhanin A, Kraus O, Shaban M, Rajpoot N, Awan R, Sirinukunwattana K, Qaiser T, Tsang YW, Tellez D, Annuscheit J, Hufnagl P, Valkonen M, Kartasalo K, Latonen L, Ruusuvuori P, Liimatainen K, Albarqouni S, Mungal B, George A, Demirci S, Navab N, Watanabe S, Seno S, Takenaka Y, Matsuda H, Ahmady Phoulady H, Kovalev V, Kalinovsky A, Liauchuk V, Bueno G, Fernandez-Carrobles MM, Serrano I, Deniz O, Racoceanu D, Venâncio R. Ehteshami Bejnordi B, et al. Among authors: khosla a. JAMA. 2017 Dec 12;318(22):2199-2210. doi: 10.1001/jama.2017.14585. JAMA. 2017. PMID: 29234806 Free PMC article.
The Combined Effect of FGFR Inhibition and PD-1 Blockade Promotes Tumor-Intrinsic Induction of Antitumor Immunity.
Palakurthi S, Kuraguchi M, Zacharek SJ, Zudaire E, Huang W, Bonal DM, Liu J, Dhaneshwar A, DePeaux K, Gowaski MR, Bailey D, Regan SN, Ivanova E, Ferrante C, English JM, Khosla A, Beck AH, Rytlewski JA, Sanders C, Laquerre S, Bittinger MA, Kirschmeier PT, Packman K, Janne PA, Moy C, Wong KK, Verona RI, Lorenzi MV. Palakurthi S, et al. Among authors: khosla a. Cancer Immunol Res. 2019 Sep;7(9):1457-1471. doi: 10.1158/2326-6066.CIR-18-0595. Epub 2019 Jul 22. Cancer Immunol Res. 2019. PMID: 31331945
Places: A 10 Million Image Database for Scene Recognition.
Zhou B, Lapedriza A, Khosla A, Oliva A, Torralba A. Zhou B, et al. Among authors: khosla a. IEEE Trans Pattern Anal Mach Intell. 2018 Jun;40(6):1452-1464. doi: 10.1109/TPAMI.2017.2723009. Epub 2017 Jul 4. IEEE Trans Pattern Anal Mach Intell. 2018. PMID: 28692961
237 results