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Medical image synthesis via conditional GANs: Application to segmenting brain tumours.
Comput Biol Med. 2024 Mar;170:107982. doi: 10.1016/j.compbiomed.2024.107982. Epub 2024 Jan 18.
Comput Biol Med. 2024.
PMID: 38266466
Free article.
Machine Learning Detection and Characterization of Splenic Injuries on Abdominal Computed Tomography.
Hamghalam M, Moreland R, Gomez D, Simpson A, Lin HM, Jandaghi AB, Tafur M, Vlachou PA, Wu M, Brassil M, Crivellaro P, Mathur S, Hosseinpour S, Colak E.
Hamghalam M, et al.
Can Assoc Radiol J. 2024 Jan 8:8465371231221052. doi: 10.1177/08465371231221052. Online ahead of print.
Can Assoc Radiol J. 2024.
PMID: 38189316
Free article.
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The RSNA Cervical Spine Fracture CT Dataset.
Lin HM, Colak E, Richards T, Kitamura FC, Prevedello LM, Talbott J, Ball RL, Gumeler E, Yeom KW, Hamghalam M, Simpson AL, Strika J, Bulja D, Angkurawaranon S, Pérez-Lara A, Gómez-Alonso MI, Ortiz Jiménez J, Peoples JJ, Law M, Dogan H, Altinmakas E, Youssef A, Mahfouz Y, Kalpathy-Cramer J, Flanders AE; RSNA-ASSR-ASNR Annotators and the Dataset Curation Contributors.
Lin HM, et al. Among authors: hamghalam m.
Radiol Artif Intell. 2023 Aug 30;5(5):e230034. doi: 10.1148/ryai.230034. eCollection 2023 Sep.
Radiol Artif Intell. 2023.
PMID: 37795143
Free PMC article.
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Author Correction: Federated learning enables big data for rare cancer boundary detection.
Pati S, Baid U, Edwards B, Sheller M, Wang SH, Reina GA, Foley P, Gruzdev A, Karkada D, Davatzikos C, Sako C, Ghodasara S, Bilello M, Mohan S, Vollmuth P, Brugnara G, Preetha CJ, Sahm F, Maier-Hein K, Zenk M, Bendszus M, Wick W, Calabrese E, Rudie J, Villanueva-Meyer J, Cha S, Ingalhalikar M, Jadhav M, Pandey U, Saini J, Garrett J, Larson M, Jeraj R, Currie S, Frood R, Fatania K, Huang RY, Chang K, Balaña C, Capellades J, Puig J, Trenkler J, Pichler J, Necker G, Haunschmidt A, Meckel S, Shukla G, Liem S, Alexander GS, Lombardo J, Palmer JD, Flanders AE, Dicker AP, Sair HI, Jones CK, Venkataraman A, Jiang M, So TY, Chen C, Heng PA, Dou Q, Kozubek M, Lux F, Michálek J, Matula P, Keřkovský M, Kopřivová T, Dostál M, Vybíhal V, Vogelbaum MA, Mitchell JR, Farinhas J, Maldjian JA, Yogananda CGB, Pinho MC, Reddy D, Holcomb J, Wagner BC, Ellingson BM, Cloughesy TF, Raymond C, Oughourlian T, Hagiwara A, Wang C, To MS, Bhardwaj S, Chong C, Agzarian M, Falcão AX, Martins SB, Teixeira BCA, Sprenger F, Menotti D, Lucio DR, LaMontagne P, Marcus D, Wiestler B, Kofler F, Ezhov I, Metz M, Jain R, Lee M, Lui YW, McKinley R, Slotboom J, Radojewski P, Meier R, Wiest R, Murcia D, Fu E, Haas R, Thompson…
See abstract for full author list ➔
Pati S, et al. Among authors: hamghalam m.
Nat Commun. 2023 Jan 26;14(1):436. doi: 10.1038/s41467-023-36188-7.
Nat Commun. 2023.
PMID: 36702828
Free PMC article.
No abstract available.
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Federated learning enables big data for rare cancer boundary detection.
Pati S, Baid U, Edwards B, Sheller M, Wang SH, Reina GA, Foley P, Gruzdev A, Karkada D, Davatzikos C, Sako C, Ghodasara S, Bilello M, Mohan S, Vollmuth P, Brugnara G, Preetha CJ, Sahm F, Maier-Hein K, Zenk M, Bendszus M, Wick W, Calabrese E, Rudie J, Villanueva-Meyer J, Cha S, Ingalhalikar M, Jadhav M, Pandey U, Saini J, Garrett J, Larson M, Jeraj R, Currie S, Frood R, Fatania K, Huang RY, Chang K, Balaña C, Capellades J, Puig J, Trenkler J, Pichler J, Necker G, Haunschmidt A, Meckel S, Shukla G, Liem S, Alexander GS, Lombardo J, Palmer JD, Flanders AE, Dicker AP, Sair HI, Jones CK, Venkataraman A, Jiang M, So TY, Chen C, Heng PA, Dou Q, Kozubek M, Lux F, Michálek J, Matula P, Keřkovský M, Kopřivová T, Dostál M, Vybíhal V, Vogelbaum MA, Mitchell JR, Farinhas J, Maldjian JA, Yogananda CGB, Pinho MC, Reddy D, Holcomb J, Wagner BC, Ellingson BM, Cloughesy TF, Raymond C, Oughourlian T, Hagiwara A, Wang C, To MS, Bhardwaj S, Chong C, Agzarian M, Falcão AX, Martins SB, Teixeira BCA, Sprenger F, Menotti D, Lucio DR, LaMontagne P, Marcus D, Wiestler B, Kofler F, Ezhov I, Metz M, Jain R, Lee M, Lui YW, McKinley R, Slotboom J, Radojewski P, Meier R, Wiest R, Murcia D, Fu E, Haas R, Thompson…
See abstract for full author list ➔
Pati S, et al. Among authors: hamghalam m.
Nat Commun. 2022 Dec 5;13(1):7346. doi: 10.1038/s41467-022-33407-5.
Nat Commun. 2022.
PMID: 36470898
Free PMC article.
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High tissue contrast image synthesis via multistage attention-GAN: Application to segmenting brain MR scans.
Hamghalam M, Wang T, Lei B.
Hamghalam M, et al.
Neural Netw. 2020 Dec;132:43-52. doi: 10.1016/j.neunet.2020.08.014. Epub 2020 Aug 18.
Neural Netw. 2020.
PMID: 32861913
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