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MOIS-SAM2: Exemplar-based segment anything model 2 for multi-lesion interactive…

Kolokolnikov(G),Schmalhofer(ML),Götz(S),Well… Comput Biol Med 2026-01-15

...NF1 patients acquired using T2-weighted fat-suppressed sequences. The dataset was split at the patient level into a trai...

Recurrent Epidermal Growth Factor Receptor 2 (ERBB2) Mutations Drive the Pathog…

Yeung(MCF),Lefkowitz(RA),Antonescu(CR) Mod Pathol 2026-05-00

...NF1, NF2, SMARCB1, and LZTR1 or chromosome 22q loss. Patients had stable disease with no significant radiologic progress...

Genetic Profiling of Mammary Periductal Stromal Tumors With Histologic Correlat…

Krings(G),Bean(GR),Hosfield(EM),Rowe(JJ),Ger… Mod Pathol 2026-03-00

...NF1 (25%, 2/8), TERT promoter, PIK3CA, CDKN2A/B, LZTR1, KMT2B, and ARID2 (1 case each). Low-grade PDST, which lacked mar...

The Impact of Molecular Characteristics on the Efficacy of Frontline Immune Che…

Jang(SY),Kwon(M),Lee(J),Kim(ST) Cancers (Basel) 2026-08-26

...NF1-altered (n = 7, 6.5%), and quadruple-wild-type (n = 52, 48.1%). TMB-high status (10.2%) showed no significant associ...

Identification of fusions with potential clinical significance in melanoma.

Moran(JMT),Le(LP),Nardi(V),Golas(J),Farahani… Mod Pathol 2022-00-00

...NF1-mutant tumors and were detected in 5.6% of triple wild-type melanomas. Interestingly, gene rearrangements were signi...

Improving feature extraction from histopathological images through a fine-tunin…

Li(X),Cen(M),Xu(J),Zhang(H),Xu(XS) J Pathol Inform 2022-00-00

...NF1, and FAT1) in LUAD. We proved the concept that fine-tuning the pretrained ImageNet neural networks with histopatholo...

Genomic analyses of germline and somatic variation in high-grade serous ovarian…

Adamson(AW),Ding(YC),Steele(L),Leong(LA),Mor… J Ovarian Res 2023-07-17

...NF1. In total, 38% (27/71) of HGSC patients harbored pathogenic variants in DNA homologous recombination repair genes. F...

A comprehensive genomic study of 390 H3F3A-mutant pediatric and adult diffuse h…

Williams(EA),Brastianos(PK),Wakimoto(H),Zola… Acta Neuropathol 2023-00-00

...NF1 (31.0 vs 8.1%; p = 0.0001) and PIK3CA/PIK3R1 (27.9% vs 15.1%; p = 0.016) compared to H3G34-mutant DHG. However, H3G3...

Somatic Genomics and Clinical Features of Lung Adenocarcinoma: A Retrospective …

Shi(Jianxin),Hua(Xing),Zhu(Bin),Ravichandran… PLoS Med 0000-00-00

...NF1, indicating an important driver role for this gene. Moreover, we observed strong associations between methylation in...

Radiogenomics of Glioblastoma: Machine Learning-based Classification of Molecul…

Kickingereder(Philipp),Bonekamp(David),Nowos… Radiology 0000-00-00

...NF1, and RB1 loss). Univariate analyses (voxel-lesion symptom mapping for tumor location, Wilcoxon test for all other MR...

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