Search Results - "TUMOR classification"

A retrospective study of prognostic factors in 29 dogs with surgically treated thymic epithelial tumors.

Authors: Hashimoto, Yuko Nagakubo, Dai Muta, Kanako et al.

Source: Canadian Journal of Veterinary Research / Revue Canadienne de Recherche Vétérinaire. Jul2025, Vol. 89 Issue 3, p105-112. 8p.

Subjects: Prognosis, Tumor classification, Dogs, Thymus tumors, Paraneoplastic syndromes, Anemia, Hypercalcemia

Classification model for Benign and malignant tumor cases in brain tumor and lung cancer.

Authors: Kumar, P. Kiran Rama

Source: AIP Conference Proceedings. 2025, Vol. 3325 Issue 1, p1-11. 11p.

Subject Terms: *TUMOR classification, *BRAIN tumors, *BENIGN tumors, *TUMORS, *CLINICAL medicine, *RADIOGRAPHIC processing, *LUNG cancer, *CONVOLUTIONAL neural networks

Mapping cancer heterogeneity: a consensus network approach to subtypes and pathways Open Access.

Authors: Hu, Geng-Ming Chen, Hsin-Wei Chen, Chi-Ming

Source: Briefings in Bioinformatics. Sep2025, Vol. 26 Issue 5, p1-13. 13p.

Subject Terms: TUMOR classification, BIOMARKERS, ONCOLOGY, BIOINFORMATICS, GENETIC variation, CANCER research, PROGNOSIS, MULTIOMICS

Multi-layer matrix factorization for cancer subtyping using full and partial multi-omics dataset Open Access.

Authors: Ren, Yingxuan Ren, Fengtao Yang, Bo

Source: Briefings in Bioinformatics. Sep2025, Vol. 26 Issue 5, p1-9. 9p.

Subject Terms: *OPEN source software, MULTIOMICS, TUMOR classification, DIMENSIONAL reduction algorithms, LATENT variables, MATRIX decomposition, MISSING data (Statistics), DATA integration

SMARCB1 (INI-1) deficient vulvar neoplasms: report of 4 cases with review of literature.

Authors: Kamboj, Meenakshi Chadha, Prerna Sharma, Anila et al.

Source: Diagnostic Pathology. 11/25/2025, Vol. 20 Issue 1, p1-6. 6p.

Subject Terms: *VULVAR cancer, *TUMOR classification, *EPITHELIAL tumors, *IMMUNOHISTOCHEMISTRY, *GERM cell tumors, *TUMORS

Rural–urban disparity in anxiety and depression among cancer patients in Bangladesh.

Authors: Chakma, Samar Kishor Ahedulla, Md. Saha, Soptonwita et al.

Source: Discover Public Health. 11/21/2025, Vol. 22 Issue 1, p1-12. 12p.

Subject Terms: *MENTAL depression risk factors, *TUMOR classification, *CROSS-sectional method, *RURAL health, *MENTAL health, *STATISTICAL sampling, *INTERVIEWING, *PILOT projects, *MULTIPLE regression analysis, *RESIDENTIAL patterns, *ANXIETY, *CANCER patients, *POPULATION geography, *DESCRIPTIVE statistics, *SYMPTOM burden, *AGE distribution, *SEVERITY of illness index, *RURAL population, *RURAL conditions, *TUMORS, *HEALTH equity, *DATA analysis software, *CONFIDENCE intervals, *PSYCHOLOGICAL tests, *MENTAL depression, *URBAN health

Geographic Terms: BANGLADESH

A multi-representation deep-learning framework for accurate multicancer classification.

Authors: He, Guojing Yang, Xiao Yu, Wang et al.

Source: Journal of Translational Medicine. 11/19/2025, Vol. 23 Issue 1, p1-14. 14p.

Subject Terms: *DEEP learning, *TUMOR classification, *GENETIC markers, *ROUTINE diagnostic tests, *THERAPEUTICS

Biologically explainable multi-omics feature demonstrates greater learning potential by identifying tissue of origin, stages, and subtypes for pan-cancer classification.

Authors: Munquad, Sana Dash, Bikash Kumar Sengupta, Sayan et al.

Source: Scientific Reports. 11/18/2025, Vol. 15 Issue 1, p1-13. 13p.

Subject Terms: *TUMOR classification, *DEEP learning, *FEATURE selection, *INDIVIDUALIZED medicine, *MULTIOMICS, *ARTIFICIAL intelligence

Molecular subtype prediction model for pediatric low-grade gliomas using conventional neuroradiology reporting.

Authors: Mata-Mbemba, Daddy Trasolini, Andrew Maianski, Irit et al.

Source: Child's Nervous System. 11/15/2025, Vol. 41 Issue 1, p1-9. 9p.

Subject Terms: *PREDICTION models, *TUMOR classification, *BRAIN tumors, *NEURORADIOLOGY, *DIAGNOSTIC imaging, *RETROSPECTIVE studies

Four-class classification of tumor-induced colorectal obstruction histopathology: A ResNet–mamba-mased study on cellular interaction pattern recognition.

Authors: Du, Zhaohui Ma, Huicong Zhang, Pengbo et al.

Source: Scientific Reports. 11/12/2025, Vol. 15 Issue 1, p1-18. 18p.

Subject Terms: *DEEP learning, *TUMOR classification, *BOWEL obstructions, *VISUALIZATION, *HISTOPATHOLOGY, *DIAGNOSTIC services, *CELL communication

Molecular classification of nonurothelial histologic subtypes of bladder cancer.

Authors: Higgins, Michelle I. Gabrielson, Andrew T. Su, Zhuo Tony et al.

Source: Urologic Oncology. Nov2025, Vol. 43 Issue 11, p599-608. 10p.

Subject Terms: *BLADDER cancer, *TUMOR classification, *THERAPEUTICS, *TUMOR microenvironment, *NON-muscle invasive bladder cancer, *GENETIC markers

Classification based on tumor phenotypes enables the novel molecular characterization of esophagogastric junction cancer.

Authors: Takahashi, Kyota Hatakeyama, Keiichi Terashima, Masanori et al.

Source: Gastric Cancer. Nov2025, Vol. 28 Issue 6, p1114-1124. 11p.

Subject Terms: *ESOPHAGOGASTRIC junction cancer, *TUMOR classification, *GENOMICS, *GENE expression, *INTESTINES, *STOMACH cancer, *P53 protein, *PROGNOSIS

The crucial role of early diagnosis for patients and the nation, understanding the costs of late-stage cancer diagnosis from a large district general hospital in England.

Authors: Butnari, Valentin Scantlebury, Petra Green, Tony et al.

Source: Cost Effectiveness & Resource Allocation. 10/28/2025, Vol. 23 Issue 1, p1-14. 14p.

Subject Terms: *TUMOR diagnosis, *TUMOR classification, *PUBLIC hospitals, *MEDICAL care use, *COST control, *NATIONAL health services, *QUALITY-adjusted life years, *HEMATOLOGIC malignancies, *SKIN tumors, *PATIENTS, *COST effectiveness, *EARLY detection of cancer, *COST analysis, *BREAST tumors, *LIFE expectancy, *HOSPITAL admission & discharge, *SOCIOECONOMIC factors, *RETROSPECTIVE studies, *COLORECTAL cancer, *DESCRIPTIVE statistics, *TREATMENT duration, *MEDICAL records, *ACQUISITION of data, *DELAYED diagnosis, *DATA analysis software, *LENGTH of stay in hospitals, *CRITICAL care medicine, *PATIENT aftercare

Geographic Terms: ENGLAND

MobileDANet integrating transfer learning and dynamic attention for classifying multi target histopathology images with explainable AI.

Authors: S R, Sannasi Chakravarthy Rajaguru, Harikumar

Source: Scientific Reports. 10/24/2025, Vol. 15 Issue 1, p1-20. 20p.

Subject Terms: *HISTOPATHOLOGY, *TUMOR classification, *ARTIFICIAL intelligence, *TRANSFER of training, *COMPUTER-aided diagnosis

Profiling extracellular vesicles from cerebrospinal fluid for classification of intradural spinal tumors.

Authors: Salviano-Silva, Amanda Stevic, Ines Mende, Christian et al.

Source: Scientific Reports. 10/20/2025, Vol. 15 Issue 1, p1-12. 12p.

Subject Terms: *EXTRACELLULAR vesicles, *TUMOR classification, *SPINAL cord tumors, *MENINGIOMA, *CEREBROSPINAL fluid, *EPENDYMOMA, *CAVERNOUS hemangioma, *BIOMARKERS

Multicenter study of CT-based deep learning for predicting preoperative T staging and TNM staging in clear cell renal cell carcinoma.

Authors: Li, Wuchao Xi, Yin Lu, Ming et al.

Source: BMC Cancer. 10/17/2025, Vol. 25 Issue 1, p1-11. 11p.

Subject Terms: *RENAL cell carcinoma, *TUMOR classification, *RADIOLOGISTS, *COMPUTER-assisted image analysis (Medicine), *HUMAN-machine systems

Breast cancer classification by converging tumour region probability density and texture feature-based clustering.

Authors: Kumari, Bersha Nandal, Amita Dhaka, Arvind et al.

Source: Neural Computing & Applications. Oct2025, Vol. 37 Issue 29, p24461-24481. 21p.

Subject Terms: *BREAST cancer, *TUMOR classification, *PROBABILITY density function, *CLUSTERING algorithms, *STATISTICAL reliability, *IMAGE segmentation, *ARTIFICIAL neural networks

Pathologist-initiated whole genome and transcriptome sequencing demonstrates diagnostic utility in resolving difficult-to-diagnose tumors.

Authors: Vissers, Joseph H.A. Mitchell, Catherine Prall, Owen W. J. et al.

Source: Genome Medicine. 10/7/2025, p1-16. 16p.

Subject Terms: *WHOLE genome sequencing, *TUMOR classification, *CANCER diagnosis, *TRANSCRIPTOMES, *DRUG target, *DIAGNOSTIC services, *PATHOLOGY, *MOLECULAR pathology

Cancer classification and functional pathway discovery using TCGA transcriptomic profiles: A matched case-control framework.

Authors: Wang, Jie-Huei Guo, Tzung-Ying Pai, Yen-Yi et al.

Source: Journal of Bioinformatics & Computational Biology. Oct2025, Vol. 23 Issue 5, p1-42. 42p.

Subject Terms: *TUMOR classification, *FEATURE selection, *TRANSCRIPTOMES, *MACHINE learning, *INDIVIDUALIZED medicine, *BIOMARKERS, *EXPERIMENTAL design

Molecular Classification and Characterization of Noninsulinoma: Ready for Prime Time in Clinical Practice?

Authors: Zhang, Kaijian¹ (AUTHOR) kaijian_zhang2021@163.com

Source: International Journal of Surgical Pathology. Oct2025, Vol. 33 Issue 7, p1553-1562. 10p.

Subject Terms: *TUMOR classification, *GENETIC mutation, *NEUROENDOCRINE tumors, *MULTIOMICS, *PROGNOSIS, *EPIGENETICS