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For: Menze BH, Jakab A, Bauer S, Kalpathy-Cramer J, Farahani K, Kirby J, Burren Y, Porz N, Slotboom J, Wiest R, Lanczi L, Gerstner E, Weber MA, Arbel T, Avants BB, Ayache N, Buendia P, Collins DL, Cordier N, Corso JJ, Criminisi A, Das T, Delingette H, Demiralp Ç, Durst CR, Dojat M, Doyle S, Festa J, Forbes F, Geremia E, Glocker B, Golland P, Guo X, Hamamci A, Iftekharuddin KM, Jena R, John NM, Konukoglu E, Lashkari D, Mariz JA, Meier R, Pereira S, Precup D, Price SJ, Raviv TR, Reza SMS, Ryan M, Sarikaya D, Schwartz L, Shin HC, Shotton J, Silva CA, Sousa N, Subbanna NK, Szekely G, Taylor TJ, Thomas OM, Tustison NJ, Unal G, Vasseur F, Wintermark M, Ye DH, Zhao L, Zhao B, Zikic D, Prastawa M, Reyes M, Van Leemput K. The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS). IEEE Trans Med Imaging 2015;34:1993-2024. [PMID: 25494501 PMCID: PMC4833122 DOI: 10.1109/tmi.2014.2377694] [Citation(s) in RCA: 1954] [Impact Index Per Article: 195.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Number Cited by Other Article(s)
1
Iqbal S, Zhong X, Khan MA, Wu Z, AlHammadi DA, Liu W, Choudhry IA. Continual and wisdom learning for federated learning: A comprehensive framework for robustness and debiasing. Inf Process Manag 2025;62:104157. [DOI: 10.1016/j.ipm.2025.104157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/04/2025]
2
Wang T, Tang X, Du J, Jia Y, Mou W, Lu G. Establishment and evaluation of an automatic multi?sequence MRI segmentation model of primary central nervous system lymphoma based on the nnU?Net deep learning network method. Oncol Lett 2025;30:334. [PMID: 40400535 PMCID: PMC12093087 DOI: 10.3892/ol.2025.15080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2024] [Accepted: 04/08/2025] [Indexed: 05/23/2025]  Open
3
Zaman A, Yassin MM, Mehmud I, Cao A, Lu J, Hassan H, Kang Y. Challenges, optimization strategies, and future horizons of advanced deep learning approaches for brain lesion segmentation. Methods 2025;239:140-168. [PMID: 40306473 DOI: 10.1016/j.ymeth.2025.04.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2025] [Revised: 04/17/2025] [Accepted: 04/24/2025] [Indexed: 05/02/2025]  Open
4
Akbaş CE, Ulman V, Maška M, Kozubek M. DeepFuse: A multi-rater fusion and refinement network for computing silver-standard annotations. Comput Biol Med 2025;192:110186. [PMID: 40279971 DOI: 10.1016/j.compbiomed.2025.110186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Revised: 03/12/2025] [Accepted: 04/08/2025] [Indexed: 04/29/2025]
5
Zhu H, Huang J, Chen K, Ying X, Qian Y. multiPI-TransBTS: A multi-path learning framework for brain tumor image segmentation based on multi-physical information. Comput Biol Med 2025;191:110148. [PMID: 40215867 DOI: 10.1016/j.compbiomed.2025.110148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Revised: 04/01/2025] [Accepted: 04/04/2025] [Indexed: 04/29/2025]
6
Verma A, Yadav AK. Brain tumor segmentation with deep learning: Current approaches and future perspectives. J Neurosci Methods 2025;418:110424. [PMID: 40122469 DOI: 10.1016/j.jneumeth.2025.110424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2024] [Revised: 02/21/2025] [Accepted: 03/09/2025] [Indexed: 03/25/2025]
7
Yu M, Xu Z, Lukasiewicz T. A general survey on medical image super-resolution via deep learning. Comput Biol Med 2025;193:110345. [PMID: 40412085 DOI: 10.1016/j.compbiomed.2025.110345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2023] [Revised: 01/30/2025] [Accepted: 05/03/2025] [Indexed: 05/27/2025]
8
Zhang M, Sun Q, Han Y, Zhang M, Wang W, Zhang J. Generative adversarial DacFormer network for MRI brain tumor segmentation. Sci Rep 2025;15:17840. [PMID: 40404794 PMCID: PMC12098717 DOI: 10.1038/s41598-025-02714-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2025] [Accepted: 05/15/2025] [Indexed: 05/24/2025]  Open
9
Delgado-López PD, Cárdenas Montes M, Troya García J, Ocaña-Tienda B, Cepeda S, Martínez Martínez R, Corrales-García EM. Artificial intelligence in neuro-oncology: methodological bases, practical applications and ethical and regulatory issues. Clin Transl Oncol 2025:10.1007/s12094-025-03948-4. [PMID: 40402414 DOI: 10.1007/s12094-025-03948-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2025] [Accepted: 04/26/2025] [Indexed: 05/23/2025]
10
Al-Absi AA, Fu R, Ebrahim N, Al-Absi MA, Kang DK. Brain Tumour Segmentation and Grading Using Local and Global Context-Aggregated Attention Network Architecture. Bioengineering (Basel) 2025;12:552. [PMID: 40428171 DOI: 10.3390/bioengineering12050552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2025] [Revised: 05/07/2025] [Accepted: 05/12/2025] [Indexed: 05/29/2025]  Open
11
Li Z, Luo S, Li H, Li Y. DCSLK: Combined large kernel shared convolutional model with dynamic channel Sampling. Neuroimage 2025;315:121280. [PMID: 40403943 DOI: 10.1016/j.neuroimage.2025.121280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2024] [Revised: 05/14/2025] [Accepted: 05/16/2025] [Indexed: 05/24/2025]  Open
12
Gomaa A, Huang Y, Stephan P, Breininger K, Frey B, Dörfler A, Schnell O, Delev D, Coras R, Donaubauer AJ, Schmitter C, Stritzelberger J, Semrau S, Maier A, Bayer S, Schönecker S, Heiland DH, Hau P, Gaipl US, Bert C, Fietkau R, Schmidt MA, Putz F. A self-supervised multimodal deep learning approach to differentiate post-radiotherapy progression from pseudoprogression in glioblastoma. Sci Rep 2025;15:17133. [PMID: 40382400 DOI: 10.1038/s41598-025-02026-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2024] [Accepted: 05/08/2025] [Indexed: 05/20/2025]  Open
13
Akbari H, Bakas S, Sako C, Fathi Kazerooni A, Villanueva-Meyer J, Garcia JA, Mamourian E, Liu F, Cao Q, Shinohara RT, Baid U, Getka A, Pati S, Singh A, Calabrese E, Chang S, Rudie J, Sotiras A, LaMontagne P, Marcus DS, Milchenko M, Nazeri A, Balana C, Capellades J, Puig J, Badve C, Barnholtz-Sloan JS, Sloan AE, Vadmal V, Waite K, Ak M, Colen RR, Park YW, Ahn SS, Chang JH, Choi YS, Lee SK, Alexander GS, Ali AS, Dicker AP, Flanders AE, Liem S, Lombardo J, Shi W, Shukla G, Griffith B, Poisson LM, Rogers LR, Kotrotsou A, Booth TC, Jain R, Lee M, Mahajan A, Chakravarti A, Palmer JD, DiCostanzo D, Fathallah-Shaykh H, Cepeda S, Santonocito OS, Di Stefano AL, Wiestler B, Melhem ER, Woodworth GF, Tiwari P, Valdes P, Matsumoto Y, Otani Y, Imoto R, Aboian M, Koizumi S, Kurozumi K, Kawakatsu T, Alexander K, Satgunaseelan L, Rulseh AM, Bagley SJ, Bilello M, Binder ZA, Brem S, Desai AS, Lustig RA, Maloney E, Prior T, Amankulor N, Nasrallah MP, O’Rourke DM, Mohan S, Davatzikos C. Machine learning-based prognostic subgrouping of glioblastoma: A multicenter study. Neuro Oncol 2025;27:1102-1115. [PMID: 39665363 PMCID: PMC12083074 DOI: 10.1093/neuonc/noae260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Indexed: 12/13/2024]  Open
14
El Jurdi R, Varoquaux G, Colliot O. Confidence intervals for performance estimates in brain MRI segmentation. Med Image Anal 2025;103:103565. [PMID: 40367699 DOI: 10.1016/j.media.2025.103565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Revised: 03/18/2025] [Accepted: 03/23/2025] [Indexed: 05/16/2025]
15
Nie Z, Yang J, Li C, Wang Y, Tang J. DiffBTS: A Lightweight Diffusion Model for 3D Multimodal Brain Tumor Segmentation. SENSORS (BASEL, SWITZERLAND) 2025;25:2985. [PMID: 40431779 DOI: 10.3390/s25102985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2025] [Revised: 04/09/2025] [Accepted: 04/22/2025] [Indexed: 05/29/2025]
16
Zhang J, LaBella D, Zhang D, Houk JL, Rudie JD, Zou H, Warman P, Mazurowski MA, Calabrese E. Development and Evaluation of Automated Artificial Intelligence-Based Brain Tumor Response Assessment in Patients with Glioblastoma. AJNR Am J Neuroradiol 2025;46:990-998. [PMID: 39542725 DOI: 10.3174/ajnr.a8580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2024] [Accepted: 10/19/2024] [Indexed: 11/17/2024]
17
Mansoorian S, Schmidt M, Weissmann T, Delev D, Heiland DH, Coras R, Stritzelberger J, Saake M, Höfler D, Schubert P, Schmitter C, Lettmaier S, Filimonova I, Frey B, Gaipl US, Distel LV, Semrau S, Bert C, Eze C, Schönecker S, Belka C, Blümcke I, Uder M, Schnell O, Dörfler A, Fietkau R, Putz F. Reirradiation for recurrent glioblastoma: the significance of the residual tumor volume. J Neurooncol 2025:10.1007/s11060-025-05042-9. [PMID: 40310485 DOI: 10.1007/s11060-025-05042-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2025] [Accepted: 04/09/2025] [Indexed: 05/02/2025]
18
Han Q, Du H. MHWT: Wide-range attention modeling using window transformer for multi-modal MRI reconstruction. Magn Reson Imaging 2025;118:110362. [PMID: 39988183 DOI: 10.1016/j.mri.2025.110362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2025] [Revised: 02/18/2025] [Accepted: 02/18/2025] [Indexed: 02/25/2025]
19
Wu X, Hou Q, Xu Z, Tang C, Wang S, Sun J, Zhang Y. FCFDiff-Net: full-conditional feature diffusion embedded network for 3D brain tumor segmentation. Quant Imaging Med Surg 2025;15:4217-4234. [PMID: 40384687 PMCID: PMC12084721 DOI: 10.21037/qims-24-2300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Accepted: 02/21/2025] [Indexed: 05/20/2025]
20
Zhu H, Liu Y, Li Y, Ding Y, Shen N, Xie Y, Yan S, Fu Y, Zhang J, Liu D, Zhang X, Li L, Zhu W. Amide Proton Transfer-weighted (APTw) Imaging and Derived Quantitative Metrics in Evaluating Gliomas: Improved Performance Compared to Magnetization Transfer Ratio Asymmetry (MTRasym). Acad Radiol 2025;32:2919-2930. [PMID: 39809602 DOI: 10.1016/j.acra.2024.12.054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2024] [Revised: 12/10/2024] [Accepted: 12/23/2024] [Indexed: 01/16/2025]
21
Kuang H, Wang Y, Tan X, Yang J, Sun J, Liu J, Qiu W, Zhang J, Zhang J, Yang C, Wang J, Chen Y. LW-CTrans: A lightweight hybrid network of CNN and Transformer for 3D medical image segmentation. Med Image Anal 2025;102:103545. [PMID: 40107117 DOI: 10.1016/j.media.2025.103545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2024] [Revised: 02/22/2025] [Accepted: 03/07/2025] [Indexed: 03/22/2025]
22
Barbano R, Denker A, Chung H, Roh TH, Arridge S, Maass P, Jin B, Ye JC. Steerable Conditional Diffusion for Out-of-Distribution Adaptation in Medical Image Reconstruction. IEEE TRANSACTIONS ON MEDICAL IMAGING 2025;44:2093-2104. [PMID: 40030859 DOI: 10.1109/tmi.2024.3524797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
23
Yue G, Zhuo G, Zhou T, Liu W, Wang T, Jiang Q. Adaptive Cross-Feature Fusion Network With Inconsistency Guidance for Multi-Modal Brain Tumor Segmentation. IEEE J Biomed Health Inform 2025;29:3148-3158. [PMID: 38150339 DOI: 10.1109/jbhi.2023.3347556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2023]
24
Bao R, Weiss RJ, Bates SV, Song Y, He S, Li J, Bjornerud A, Hirschtick RL, Grant PE, Ou Y. PARADISE: Personalized and regional adaptation for HIE disease identification and segmentation. Med Image Anal 2025;102:103419. [PMID: 40147073 DOI: 10.1016/j.media.2024.103419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 09/16/2024] [Accepted: 11/28/2024] [Indexed: 03/29/2025]
25
Xie X, Zhang X, Tang X, Zhao J, Xiong D, Ouyang L, Yang B, Zhou H, Ling BWK, Teo KL. MACTFusion: Lightweight Cross Transformer for Adaptive Multimodal Medical Image Fusion. IEEE J Biomed Health Inform 2025;29:3317-3328. [PMID: 38640042 DOI: 10.1109/jbhi.2024.3391620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/21/2024]
26
Qiu Y, Jiang K, Yao H, Wang Z, Satoh S. Does Adding a Modality Really Make Positive Impacts in Incomplete Multi-Modal Brain Tumor Segmentation? IEEE TRANSACTIONS ON MEDICAL IMAGING 2025;44:2194-2205. [PMID: 40031068 DOI: 10.1109/tmi.2025.3526818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
27
Zou J, Liu L, Chen Q, Wang S, Hu Z, Xing X, Qin J. MMR-Mamba: Multi-modal MRI reconstruction with Mamba and spatial-frequency information fusion. Med Image Anal 2025;102:103549. [PMID: 40127589 DOI: 10.1016/j.media.2025.103549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 03/07/2025] [Accepted: 03/08/2025] [Indexed: 03/26/2025]
28
Zhang X, Ou N, Liu C, Zhuo Z, Matthews PM, Liu Y, Ye C, Bai W. Unsupervised brain MRI tumour segmentation via two-stage image synthesis. Med Image Anal 2025;102:103568. [PMID: 40199108 DOI: 10.1016/j.media.2025.103568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Revised: 03/24/2025] [Accepted: 03/25/2025] [Indexed: 04/10/2025]
29
Duenias D, Nichyporuk B, Arbel T, Riklin Raviv T. Hyperfusion: A hypernetwork approach to multimodal integration of tabular and medical imaging data for predictive modeling. Med Image Anal 2025;102:103503. [PMID: 40037055 DOI: 10.1016/j.media.2025.103503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 01/11/2025] [Accepted: 02/10/2025] [Indexed: 03/06/2025]
30
Yi PH, Bachina P, Bharti B, Garin SP, Kanhere A, Kulkarni P, Li D, Parekh VS, Santomartino SM, Moy L, Sulam J. Pitfalls and Best Practices in Evaluation of AI Algorithmic Biases in Radiology. Radiology 2025;315:e241674. [PMID: 40392092 DOI: 10.1148/radiol.241674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/22/2025]
31
Cao J, Liu J, Chen J. A brain tumor segmentation method based on attention mechanism. Sci Rep 2025;15:15229. [PMID: 40307461 PMCID: PMC12043955 DOI: 10.1038/s41598-025-98355-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Accepted: 04/10/2025] [Indexed: 05/02/2025]  Open
32
Lteif D, Appapogu D, Bargal SA, Plummer BA, Kolachalama VB. Anatomy-guided, modality-agnostic segmentation of neuroimaging abnormalities. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2025.04.29.25326682. [PMID: 40343040 PMCID: PMC12060938 DOI: 10.1101/2025.04.29.25326682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 05/11/2025]
33
Gao Y, Jiang Y, Peng Y, Yuan F, Zhang X, Wang J. Medical Image Segmentation: A Comprehensive Review of Deep Learning-Based Methods. Tomography 2025;11:52. [PMID: 40423254 DOI: 10.3390/tomography11050052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2025] [Revised: 04/23/2025] [Accepted: 04/28/2025] [Indexed: 05/28/2025]  Open
34
Karakas AB, Govsa F, Ozer MA, Biceroglu H, Eraslan C, Tanir D. From pixels to prognosis: leveraging radiomics and machine learning to predict IDH1 genotype in gliomas. Neurosurg Rev 2025;48:396. [PMID: 40299088 PMCID: PMC12040993 DOI: 10.1007/s10143-025-03515-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2024] [Revised: 03/17/2025] [Accepted: 04/05/2025] [Indexed: 04/30/2025]
35
Boga Z, Sándor C, Kovács P. A Multidimensional Particle Swarm Optimization-Based Algorithm for Brain MRI Tumor Segmentation. SENSORS (BASEL, SWITZERLAND) 2025;25:2800. [PMID: 40363239 PMCID: PMC12074365 DOI: 10.3390/s25092800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/18/2025] [Revised: 04/18/2025] [Accepted: 04/22/2025] [Indexed: 05/15/2025]
36
Yin Z, Ni Z, Ren Y, Nie D, Tang Z. Multi-sequence brain tumor segmentation boosted by deep semantic features. Med Phys 2025. [PMID: 40296197 DOI: 10.1002/mp.17845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Revised: 02/10/2025] [Accepted: 04/13/2025] [Indexed: 04/30/2025]  Open
37
Li J, Peng H, Li B, Liu Z, Lugu R, He B. Global-Local Feature Fusion Network Based on Nonlinear Spiking Neural Convolutional Model for MRI Brain Tumor Segmentation. Int J Neural Syst 2025:2550036. [PMID: 40289786 DOI: 10.1142/s0129065725500364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/30/2025]
38
Gao X, Zhang M, Li J, Zhao S, Zhuo Z, Qu L, Weng J, Chai L, Duan Y, Ye C, Liu Y. Anatomy-guided slice-description interaction for multimodal brain disease diagnosis based on 3D image and radiological report. Comput Med Imaging Graph 2025;123:102556. [PMID: 40300226 DOI: 10.1016/j.compmedimag.2025.102556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Revised: 03/19/2025] [Accepted: 04/13/2025] [Indexed: 05/01/2025]
39
Wu ML, Peng YF. Multi-modality multiorgan image segmentation using continual learning with enhanced hard attention to the task. Med Phys 2025. [PMID: 40268717 DOI: 10.1002/mp.17842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 01/27/2025] [Accepted: 03/29/2025] [Indexed: 04/25/2025]  Open
40
Al Hasan S, Mahim SM, Hossen ME, Hasan MO, Islam MK, Livreri P, Khan SU, Alibakhshikenari M, Miah MS. DSIT UNet a dual stream iterative transformer based UNet architecture for segmenting brain tumors from FLAIR MRI images. Sci Rep 2025;15:13815. [PMID: 40259039 PMCID: PMC12012032 DOI: 10.1038/s41598-025-98464-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2024] [Accepted: 04/11/2025] [Indexed: 04/23/2025]  Open
41
Li L, Zhu L, Wang Q, Dong Z, Liao T, Li P. DSMR: Dual-Stream Networks with Refinement Module for Unsupervised Multi-modal Image Registration. Interdiscip Sci 2025:10.1007/s12539-025-00707-5. [PMID: 40252168 DOI: 10.1007/s12539-025-00707-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2024] [Revised: 03/25/2025] [Accepted: 03/27/2025] [Indexed: 04/21/2025]
42
Huang X, Wang Z, Zhou W, Yang K, Wen K, Liu H, Huang S, Lyu M. Tailored self-supervised pretraining improves brain MRI diagnostic models. Comput Med Imaging Graph 2025;123:102560. [PMID: 40252479 DOI: 10.1016/j.compmedimag.2025.102560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 04/05/2025] [Accepted: 04/16/2025] [Indexed: 04/21/2025]
43
Mayeta-Revilla L, Cavieres EP, Salinas M, Mellado D, Ponce S, Torres Moyano F, Chabert S, Querales M, Sotelo J, Salas R. Radiomics-driven neuro-fuzzy framework for rule generation to enhance explainability in MRI-based brain tumor segmentation. Front Neuroinform 2025;19:1550432. [PMID: 40313917 PMCID: PMC12043696 DOI: 10.3389/fninf.2025.1550432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2024] [Accepted: 03/24/2025] [Indexed: 05/03/2025]  Open
44
Wu Y, Liu Y, Yang Y, Yao MS, Yang W, Shi X, Yang L, Li D, Liu Y, Yin S, Lei C, Zhang M, Gee JC, Yang X, Wei W, Gu S. A concept-based interpretable model for the diagnosis of choroid neoplasias using multimodal data. Nat Commun 2025;16:3504. [PMID: 40223097 PMCID: PMC11994757 DOI: 10.1038/s41467-025-58801-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 04/02/2025] [Indexed: 04/15/2025]  Open
45
Alphonse S, Mathew F, Dhanush K, Dinesh V. Federated learning with integrated attention multiscale model for brain tumor segmentation. Sci Rep 2025;15:11889. [PMID: 40195402 PMCID: PMC11976911 DOI: 10.1038/s41598-025-96416-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Accepted: 03/27/2025] [Indexed: 04/09/2025]  Open
46
Murugesan B, Adiga Vasudeva S, Liu B, Lombaert H, Ben Ayed I, Dolz J. Neighbor-aware calibration of segmentation networks with penalty-based constraints. Med Image Anal 2025;101:103501. [PMID: 39978014 DOI: 10.1016/j.media.2025.103501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 01/08/2025] [Accepted: 02/08/2025] [Indexed: 02/22/2025]
47
Kuang Z, Yan Z, Abayazeed A, Wagner F, Yu L, Reyes M. ROXSI: Robust Cross-Sequence Semantic Interaction for Brain Tumor Segmentation on Multi-Sequence MR Images. IEEE J Biomed Health Inform 2025;29:2899-2910. [PMID: 40030420 DOI: 10.1109/jbhi.2024.3513479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
48
Wang Y, Song K, Liu Y, Ma S, Yan Y, Carneiro G. Leveraging labelled data knowledge: A cooperative rectification learning network for semi-supervised 3D medical image segmentation. Med Image Anal 2025;101:103461. [PMID: 40032434 DOI: 10.1016/j.media.2025.103461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Revised: 11/24/2024] [Accepted: 01/08/2025] [Indexed: 03/05/2025]
49
Song H, Wang J, Zhou J, Wang L. Tackling Modality-Heterogeneous Client Drift Holistically for Heterogeneous Multimodal Federated Learning. IEEE TRANSACTIONS ON MEDICAL IMAGING 2025;44:1931-1941. [PMID: 40030772 DOI: 10.1109/tmi.2024.3523378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
50
Zheng S, Ye X, Yang C, Yu L, Li W, Gao X, Zhao Y. Asymmetric Adaptive Heterogeneous Network for Multi-Modality Medical Image Segmentation. IEEE TRANSACTIONS ON MEDICAL IMAGING 2025;44:1836-1852. [PMID: 40031190 DOI: 10.1109/tmi.2025.3526604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
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