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Page 1
A Dempster-Shafer Approach to Trustworthy AI With Application to Fetal Brain MRI Segmentation.
Fidon L, Aertsen M, Kofler F, Bink A, David AL, Deprest T, Emam D, Guffens F, Jakab A, Kasprian G, Kienast P, Melbourne A, Menze B, Mufti N, Pogledic I, Prayer D, Stuempflen M, Van Elslander E, Ourselin S, Deprest J, Vercauteren T. Fidon L, et al. Among authors: menze b. IEEE Trans Pattern Anal Mach Intell. 2024 May;46(5):3784-3795. doi: 10.1109/TPAMI.2023.3346330. Epub 2024 Apr 3. IEEE Trans Pattern Anal Mach Intell. 2024. PMID: 38198270
Fetal brain tissue annotation and segmentation challenge results.
Payette K, Li HB, de Dumast P, Licandro R, Ji H, Siddiquee MMR, Xu D, Myronenko A, Liu H, Pei Y, Wang L, Peng Y, Xie J, Zhang H, Dong G, Fu H, Wang G, Rieu Z, Kim D, Kim HG, Karimi D, Gholipour A, Torres HR, Oliveira B, Vilaça JL, Lin Y, Avisdris N, Ben-Zvi O, Bashat DB, Fidon L, Aertsen M, Vercauteren T, Sobotka D, Langs G, Alenyà M, Villanueva MI, Camara O, Fadida BS, Joskowicz L, Weibin L, Yi L, Xuesong L, Mazher M, Qayyum A, Puig D, Kebiri H, Zhang Z, Xu X, Wu D, Liao K, Wu Y, Chen J, Xu Y, Zhao L, Vasung L, Menze B, Cuadra MB, Jakab A. Payette K, et al. Among authors: menze b. Med Image Anal. 2023 Aug;88:102833. doi: 10.1016/j.media.2023.102833. Epub 2023 Apr 22. Med Image Anal. 2023. PMID: 37267773 Free article.
Quantitative evaluation of the influence of multiple MRI sequences and of pathological tissues on the registration of longitudinal data acquired during brain tumor treatment.
Canalini L, Klein J, Waldmannstetter D, Kofler F, Cerri S, Hering A, Heldmann S, Schlaeger S, Menze BH, Wiestler B, Kirschke J, Hahn HK. Canalini L, et al. Among authors: menze bh. Front Neuroimaging. 2022 Sep 20;1:977491. doi: 10.3389/fnimg.2022.977491. eCollection 2022. Front Neuroimaging. 2022. PMID: 37555157 Free PMC article.
The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn).
Li HB, Conte GM, Anwar SM, Kofler F, Ezhov I, van Leemput K, Piraud M, Diaz M, Cole B, Calabrese E, Rudie J, Meissen F, Adewole M, Janas A, Kazerooni AF, LaBella D, Moawad AW, Farahani K, Eddy J, Bergquist T, Chung V, Shinohara RT, Dako F, Wiggins W, Reitman Z, Wang C, Liu X, Jiang Z, Familiar A, Johanson E, Meier Z, Davatzikos C, Freymann J, Kirby J, Bilello M, Fathallah-Shaykh HM, Wiest R, Kirschke J, Colen RR, Kotrotsou A, Lamontagne P, Marcus D, Milchenko M, Nazeri A, Weber MA, Mahajan A, Mohan S, Mongan J, Hess C, Cha S, Villanueva-Meyer J, Colak E, Crivellaro P, Jakab A, Albrecht J, Anazodo U, Aboian M, Yu T, Chung V, Bergquist T, Eddy J, Albrecht J, Baid U, Bakas S, Linguraru MG, Menze B, Iglesias JE, Wiestler B. Li HB, et al. Among authors: menze b. ArXiv [Preprint]. 2023 Jun 28:arXiv:2305.09011v5. ArXiv. 2023. PMID: 37608932 Free PMC article. Preprint.
LST-AI: A deep learning ensemble for accurate MS lesion segmentation.
Wiltgen T, McGinnis J, Schlaeger S, Kofler F, Voon C, Berthele A, Bischl D, Grundl L, Will N, Metz M, Schinz D, Sepp D, Prucker P, Schmitz-Koep B, Zimmer C, Menze B, Rueckert D, Hemmer B, Kirschke J, Mühlau M, Wiestler B. Wiltgen T, et al. Among authors: menze b. Neuroimage Clin. 2024 Apr 29;42:103611. doi: 10.1016/j.nicl.2024.103611. Online ahead of print. Neuroimage Clin. 2024. PMID: 38703470 Free PMC article.
Virtual reality-empowered deep-learning analysis of brain cells.
Kaltenecker D, Al-Maskari R, Negwer M, Hoeher L, Kofler F, Zhao S, Todorov M, Rong Z, Paetzold JC, Wiestler B, Piraud M, Rueckert D, Geppert J, Morigny P, Rohm M, Menze BH, Herzig S, Berriel Diaz M, Ertürk A. Kaltenecker D, et al. Among authors: menze bh. Nat Methods. 2024 Apr 22. doi: 10.1038/s41592-024-02245-2. Online ahead of print. Nat Methods. 2024. PMID: 38649742
Toward image-based personalization of glioblastoma therapy: A clinical and biological validation study of a novel, deep learning-driven tumor growth model.
Metz MC, Ezhov I, Peeken JC, Buchner JA, Lipkova J, Kofler F, Waldmannstetter D, Delbridge C, Diehl C, Bernhardt D, Schmidt-Graf F, Gempt J, Combs SE, Zimmer C, Menze B, Wiestler B. Metz MC, et al. Among authors: menze b. Neurooncol Adv. 2023 Dec 27;6(1):vdad171. doi: 10.1093/noajnl/vdad171. eCollection 2024 Jan-Dec. Neurooncol Adv. 2023. PMID: 38435962 Free PMC article.
The Brain Tumor Segmentation (BraTS-METS) Challenge 2023: Brain Metastasis Segmentation on Pre-treatment MRI.
Moawad AW, Janas A, Baid U, Ramakrishnan D, Jekel L, Krantchev K, Moy H, Saluja R, Osenberg K, Wilms K, Kaur M, Avesta A, Pedersen GC, Maleki N, Salimi M, Merkaj S, von Reppert M, Tillmans N, Lost J, Bousabarah K, Holler W, Lin M, Westerhoff M, Maresca R, Link KE, Tahon NH, Marcus D, Sotiras A, LaMontagne P, Chakrabarty S, Teytelboym O, Youssef A, Nada A, Velichko YS, Gennaro N; Connectome Students; Group of Annotators; Cramer J, Johnson DR, Kwan BYM, Petrovic B, Patro SN, Wu L, So T, Thompson G, Kam A, Perez-Carrillo GG, Lall N; Group of Approvers; Albrecht J, Anazodo U, Lingaru MG, Menze BH, Wiestler B, Adewole M, Anwar SM, Labella D, Li HB, Iglesias JE, Farahani K, Eddy J, Bergquist T, Chung V, Shinohara RT, Dako F, Wiggins W, Reitman Z, Wang C, Liu X, Jiang Z, Van Leemput K, Piraud M, Ezhov I, Johanson E, Meier Z, Familiar A, Kazerooni AF, Kofler F, Calabrese E, Aneja S, Chiang V, Ikuta I, Shafique U, Memon F, Conte GM, Bakas S, Rudie J, Aboian M. Moawad AW, et al. Among authors: menze bh. ArXiv [Preprint]. 2023 Jun 1:arXiv:2306.00838v1. ArXiv. 2023. PMID: 37396600 Free PMC article. Preprint.
The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma.
LaBella D, Adewole M, Alonso-Basanta M, Altes T, Anwar SM, Baid U, Bergquist T, Bhalerao R, Chen S, Chung V, Conte GM, Dako F, Eddy J, Ezhov I, Godfrey D, Hilal F, Familiar A, Farahani K, Iglesias JE, Jiang Z, Johanson E, Kazerooni AF, Kent C, Kirkpatrick J, Kofler F, Leemput KV, Li HB, Liu X, Mahtabfar A, McBurney-Lin S, McLean R, Meier Z, Moawad AW, Mongan J, Nedelec P, Pajot M, Piraud M, Rashid A, Reitman Z, Shinohara RT, Velichko Y, Wang C, Warman P, Wiggins W, Aboian M, Albrecht J, Anazodo U, Bakas S, Flanders A, Janas A, Khanna G, Linguraru MG, Menze B, Nada A, Rauschecker AM, Rudie J, Tahon NH, Villanueva-Meyer J, Wiestler B, Calabrese E. LaBella D, et al. Among authors: menze b. ArXiv [Preprint]. 2023 May 12:arXiv:2305.07642v1. ArXiv. 2023. PMID: 37608937 Free PMC article. Preprint.
Spatial proteomics in three-dimensional intact specimens.
Bhatia HS, Brunner AD, Öztürk F, Kapoor S, Rong Z, Mai H, Thielert M, Ali M, Al-Maskari R, Paetzold JC, Kofler F, Todorov MI, Molbay M, Kolabas ZI, Negwer M, Hoeher L, Steinke H, Dima A, Gupta B, Kaltenecker D, Caliskan ÖS, Brandt D, Krahmer N, Müller S, Lichtenthaler SF, Hellal F, Bechmann I, Menze B, Theis F, Mann M, Ertürk A. Bhatia HS, et al. Among authors: menze b. Cell. 2022 Dec 22;185(26):5040-5058.e19. doi: 10.1016/j.cell.2022.11.021. Cell. 2022. PMID: 36563667 Free article.
196 results