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Page 1
Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation.
Hoebel KV, Bridge CP, Ahmed S, Akintola O, Chung C, Huang RY, Johnson JM, Kim A, Ly KI, Chang K, Patel J, Pinho M, Batchelor TT, Rosen BR, Gerstner ER, Kalpathy-Cramer J. Hoebel KV, et al. Radiol Artif Intell. 2024 Jan;6(1):e220231. doi: 10.1148/ryai.220231. Radiol Artif Intell. 2024. PMID: 38197800 Free PMC article. Clinical Trial.
Abnormal vascular structure and function within brain metastases is linked to pembrolizumab resistance.
Kim AE, Lou KW, Giobbie-Hurder A, Chang K, Gidwani M, Hoebel K, Patel JB, Cleveland MC, Singh P, Bridge CP, Ahmed SR, Bearce BA, Liu W, Fuster-Garcia E, Lee EQ, Lin NU, Overmoyer B, Wen PY, Nayak L, Cohen JV, Dietrich J, Eichler A, Heist R, Krop I, Lawrence D, Ligibel J, Tolaney S, Mayer E, Winer E, Perrino CM, Summers EJ, Mahar M, Oh K, Shih HA, Cahill DP, Rosen BR, Yen YF, Kalpathy-Cramer J, Martinez-Lage M, Sullivan RJ, Brastianos PK, Emblem KE, Gerstner ER. Kim AE, et al. Among authors: hoebel k. Neuro Oncol. 2024 May 3;26(5):965-974. doi: 10.1093/neuonc/noad236. Neuro Oncol. 2024. PMID: 38070147 Free PMC article. Clinical Trial.
Structural and functional vascular dysfunction within brain metastases is linked to pembrolizumab inefficacy.
Kim AE, Lou KW, Giobbie-Hurder A, Chang K, Gidwani M, Hoebel K, Patel JB, Cleveland MC, Singh P, Bridge CP, Ahmed SR, Bearce BA, Liu W, Fuster-Garcia E, Lee EQ, Lin NU, Overmoyer B, Wen PY, Nayak L, Cohen JV, Dietrich J, Eichler A, Heist R, Krop I, Lawrence D, Ligibel J, Tolaney S, Mayer E, Winer E, Perrino CM, Summers EJ, Mahar M, Oh K, Shih HA, Cahill DP, Rosen BR, Yen YF, Kalpathy-Cramer J, Martinez-Lage M, Sullivan RJ, Brastianos PK, Emblem KE, Gerstner ER. Kim AE, et al. Among authors: hoebel k. bioRxiv [Preprint]. 2023 Aug 28:2023.08.25.554868. doi: 10.1101/2023.08.25.554868. bioRxiv. 2023. PMID: 37693537 Free PMC article. Preprint.
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results.
Mehta R, Filos A, Baid U, Sako C, McKinley R, Rebsamen M, Dätwyler K, Meier R, Radojewski P, Murugesan GK, Nalawade S, Ganesh C, Wagner B, Yu FF, Fei B, Madhuranthakam AJ, Maldjian JA, Daza L, Gómez C, Arbeláez P, Dai C, Wang S, Reynaud H, Mo Y, Angelini E, Guo Y, Bai W, Banerjee S, Pei L, Ak M, Rosas-González S, Zemmoura I, Tauber C, Vu MH, Nyholm T, Löfstedt T, Ballestar LM, Vilaplana V, McHugh H, Maso Talou G, Wang A, Patel J, Chang K, Hoebel K, Gidwani M, Arun N, Gupta S, Aggarwal M, Singh P, Gerstner ER, Kalpathy-Cramer J, Boutry N, Huard A, Vidyaratne L, Rahman MM, Iftekharuddin KM, Chazalon J, Puybareau E, Tochon G, Ma J, Cabezas M, Llado X, Oliver A, Valencia L, Valverde S, Amian M, Soltaninejad M, Myronenko A, Hatamizadeh A, Feng X, Dou Q, Tustison N, Meyer C, Shah NA, Talbar S, Weber MA, Mahajan A, Jakab A, Wiest R, Fathallah-Shaykh HM, Nazeri A, Milchenko M, Marcus D, Kotrotsou A, Colen R, Freymann J, Kirby J, Davatzikos C, Menze B, Bakas S, Gal Y, Arbel T. Mehta R, et al. Among authors: hoebel k. J Mach Learn Biomed Imaging. 2022 Aug;2022:https://www.melba-journal.org/papers/2022:026.html. J Mach Learn Biomed Imaging. 2022. PMID: 36998700 Free PMC article.
Improving the repeatability of deep learning models with Monte Carlo dropout.
Lemay A, Hoebel K, Bridge CP, Befano B, De Sanjosé S, Egemen D, Rodriguez AC, Schiffman M, Campbell JP, Kalpathy-Cramer J. Lemay A, et al. Among authors: hoebel k. NPJ Digit Med. 2022 Nov 18;5(1):174. doi: 10.1038/s41746-022-00709-3. NPJ Digit Med. 2022. PMID: 36400939 Free PMC article.
Radiomics Repeatability Pitfalls in a Scan-Rescan MRI Study of Glioblastoma.
Hoebel KV, Patel JB, Beers AL, Chang K, Singh P, Brown JM, Pinho MC, Batchelor TT, Gerstner ER, Rosen BR, Kalpathy-Cramer J. Hoebel KV, et al. Radiol Artif Intell. 2020 Dec 16;3(1):e190199. doi: 10.1148/ryai.2020190199. eCollection 2021 Jan. Radiol Artif Intell. 2020. PMID: 33842889 Free PMC article.
15 results