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Page 1
Artificial intelligence for clinical oncology.
Kann BH, Hosny A, Aerts HJWL. Kann BH, et al. Cancer Cell. 2021 Jul 12;39(7):916-927. doi: 10.1016/j.ccell.2021.04.002. Epub 2021 Apr 29. Cancer Cell. 2021. PMID: 33930310 Free PMC article. Review.
Development and Validation of an Automated Image-Based Deep Learning Platform for Sarcopenia Assessment in Head and Neck Cancer.
Ye Z, Saraf A, Ravipati Y, Hoebers F, Catalano PJ, Zha Y, Zapaishchykova A, Likitlersuang J, Guthier C, Tishler RB, Schoenfeld JD, Margalit DN, Haddad RI, Mak RH, Naser M, Wahid KA, Sahlsten J, Jaskari J, Kaski K, Mäkitie AA, Fuller CD, Aerts HJWL, Kann BH. Ye Z, et al. JAMA Netw Open. 2023 Aug 1;6(8):e2328280. doi: 10.1001/jamanetworkopen.2023.28280. JAMA Netw Open. 2023. PMID: 37561460 Free PMC article.
Noninvasive Molecular Subtyping of Pediatric Low-Grade Glioma with Self-Supervised Transfer Learning.
Tak D, Ye Z, Zapaischykova A, Zha Y, Boyd A, Vajapeyam S, Chopra R, Hayat H, Prabhu SP, Liu KX, Elhalawani H, Nabavizadeh A, Familiar A, Resnick AC, Mueller S, Aerts HJWL, Bandopadhayay P, Ligon KL, Haas-Kogan DA, Poussaint TY, Kann BH. Tak D, et al. Radiol Artif Intell. 2024 May;6(3):e230333. doi: 10.1148/ryai.230333. Radiol Artif Intell. 2024. PMID: 38446044 Free PMC article.
Automated temporalis muscle quantification and growth charts for children through adulthood.
Zapaishchykova A, Liu KX, Saraf A, Ye Z, Catalano PJ, Benitez V, Ravipati Y, Jain A, Huang J, Hayat H, Likitlersuang J, Vajapeyam S, Chopra RB, Familiar AM, Nabavidazeh A, Mak RH, Resnick AC, Mueller S, Cooney TM, Haas-Kogan DA, Poussaint TY, Aerts HJWL, Kann BH. Zapaishchykova A, et al. Nat Commun. 2023 Nov 9;14(1):6863. doi: 10.1038/s41467-023-42501-1. Nat Commun. 2023. PMID: 37945573 Free PMC article.
Decoding biological age from face photographs using deep learning.
Zalay O, Bontempi D, Bitterman DS, Birkbak N, Shyr D, Haugg F, Qian JM, Roberts H, Perni S, Prudente V, Pai S, Dekker A, Haibe-Kains B, Guthier C, Balboni T, Warren L, Krishan M, Kann BH, Swanton C, Ruysscher D, Mak RH, Aerts HJ. Zalay O, et al. medRxiv [Preprint]. 2023 Sep 12:2023.09.12.23295132. doi: 10.1101/2023.09.12.23295132. medRxiv. 2023. PMID: 37745558 Free PMC article. Preprint.
Screening for extranodal extension in HPV-associated oropharyngeal carcinoma: evaluation of a CT-based deep learning algorithm in patient data from a multicentre, randomised de-escalation trial.
Kann BH, Likitlersuang J, Bontempi D, Ye Z, Aneja S, Bakst R, Kelly HR, Juliano AF, Payabvash S, Guenette JP, Uppaluri R, Margalit DN, Schoenfeld JD, Tishler RB, Haddad R, Aerts HJWL, Garcia JJ, Flamand Y, Subramaniam RM, Burtness BA, Ferris RL. Kann BH, et al. Lancet Digit Health. 2023 Jun;5(6):e360-e369. doi: 10.1016/S2589-7500(23)00046-8. Epub 2023 Apr 21. Lancet Digit Health. 2023. PMID: 37087370 Free PMC article. Clinical Trial.
Noninvasive molecular subtyping of pediatric low-grade glioma with self-supervised transfer learning.
Tak D, Ye Z, Zapaishchykova A, Zha Y, Boyd A, Vajapeyam S, Chopra R, Hayat H, Prabhu S, Liu KX, Elhalawani H, Nabavizadeh A, Familiar A, Resnick A, Mueller S, Aerts HJWL, Bandopadhayay P, Ligon K, Haas-Kogan D, Poussaint T, Kann BH. Tak D, et al. medRxiv [Preprint]. 2023 Nov 22:2023.08.04.23293673. doi: 10.1101/2023.08.04.23293673. medRxiv. 2023. Update in: Radiol Artif Intell. 2024 May;6(3):e230333. doi: 10.1148/ryai.230333 PMID: 37609311 Free PMC article. Updated. Preprint.
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