Citations

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Prognostic and Predictive Effect of Age in Molecularly Defined Lower-Grade Gliomas
Minniti, Giuseppe, Brown, Paul D. , Vogelbaum, Michael A. , Ballman, Karla V. , Mercurio, Ann, Siegelin, Markus D., Tuohy, Kyle , Mansouri, Alireza , Simonelli, Matteo, DeStephano, David, Shuryak, Igor , Roy, Soumyajit , Hervey-Jumper, Shawn L., Horowitz, David P. , Sisti, Michael B. , Bruce, Jeffrey N. , Canoll, Peter, Neugut, Alfred I. , Iwamoto, Fabio M., Cheng, Simon K. , Kachnic, Lisa A. , Kinslow, Connor J , Brown, Paul D , Vogelbaum, Michael A , Ballman, Karla , Mercurio, Ann , Tuohy, Kyle , Mansouri, Alireza , Touat, Mehdi , Dehais, Caroline , Dipasquale, Angelo , Grinband, Jack , Yu, James B , Walch, Henry , Parker, Mitchell I , Shuryak, Igor , Roy, Soumyajit , Gallitto, Matthew , Horowitz, David P , McKhann, Guy M , Bruce, Jeffrey N , Ostrom, Quinn T , Neugut, Alfred I , Pike, Luke R G , Cheng, Simon K , Kachnic, Lisa A , Mehta, Minesh P , Wang, Tony J C , Minniti, Giuseppe , Siegelin, Markus D. , Kocakavuk, Emre , Ducray, François , Simonelli, Matteo , Yu, James B. , Hervey‐Jumper, Shawn L. , McKhann, Guy M. , Canoll, Peter , Ostrom, Quinn T. , Iwamoto, Fabio M., Mehta, Minesh P. , Wang, Tony J. C.

Mayo Clinic

Journal of Clinical Oncology | August 12, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1200/jco-25-01846 | PMID 42585601 Get It

PURPOSE Age ≥40 years is regarded as a high-risk feature and an indication for adjuvant chemoradiotherapy for patients with lower-grade glioma in clinical practice guidelines. It is unclear whether age remains a relevant prognostic factor for contemporary definitions of lower-grade gliomas in the molecular era. METHODS The Prospective Gliomas Research (PROGRES) database contains individual patient-level data from 11 prospective clinical trials or observational registries of histologically defined lower-grade 2-3 oligodendroglioma or astrocytoma. We determined the association of age (18-39 years v ≥40 years) with progression-free survival (PFS) stratified by isocitrate dehydrogenase 1 or 2 ( IDH1/2 ) status, using log-rank tests and Cox regression models. We validated our findings in a separate multi-institutional retrospective cohort (Retrospective Glioma Research [REGRES] database). RESULTS We identified 1,619 and 1,292 eligible patients in the PROGRES and REGRES cohorts, respectively. IDH -wildtype tumors were more common in patients 40 years and older (38% v 5%, odds ratio: 11.3 [95% CI, 6.5 to 19.7]). Age was associated with PFS in IDH -wildtype (5-year PFS for ≥40 v 18-39 years: 6% v 24%, hazard ratio [HR], 1.74 [95% CI, 1.21 to 2.50]) but not in IDH -mutant glioma (60% v 59%, HR, 0.89 [95% CI, 0.76 to 1.05], P interaction < .001). In IDH -wildtype tumors, older age predicted aggressive molecular features, including TERT promoter mutation (65% v 28%), EGFR amplification (41% v 15%), and chromosome +7/–10 alteration (57% v 25%). In a pooled analysis of four clinical trials, age was not predictive of a benefit from chemoradiotherapy versus radiotherapy alone for IDH -mutant glioma. CONCLUSION In the absence of additional clinical or molecular risk factors, age alone should not be considered an indication for administration or deferral of adjuvant treatment. Practice guidelines should be revised to reflect contemporary prognostic factors in the molecular era.
Multimodal Slice Interaction Network Enhanced by Transfer Learning for Precise Segmentation of Internal Gross Tumor Volume in Lung Cancer PET/CT Imaging
Luo, Yi , Guo, Yike, Zhang, Rui , Ngwa, Wil, Zhou, Zongwei, Ding, Kai , Hooshangnejad, Hamed , Feng, Xue, Chen, Quan , Ngwa, Wilfred , Zhou, Zongwei , Ding, Kai

Mayo Clinic

2026 IEEE 14th International Conference on Healthcare Informatics (ICHI) | August 12, 2026 | Volume: No volume available | Issue: No issue available | Pages: 525-534

10.1109/ichi69079.2026.00072 Get It

Reproducibility and Robustness of Large Language Models for Mobility Functional Status Extraction
Liu, Xingyi , Garg, Muskan, Jeon, Eunji , Jia, Heling , Sohn, Sunghwan , Garg, Muskan , Sauver, Jennifer L. St. , Pagali, Sandeep R.

Mayo Clinic

2026 IEEE 14th International Conference on Healthcare Informatics (ICHI) | August 12, 2026 | Volume: No volume available | Issue: No issue available | Pages: 1424-1426

10.1109/ichi69079.2026.00227 Get It

Mechanistic Validation and Structural Analysis of PAH-Associated SOX17 for Real-World Relevance
Chen, Lingtao, Deng, Yuling, Tao, Cui, Nasif, Kazi Fahim Ahmad , Deng, Bobin, Xie, Yixin, Chen, Lingtao , Dai, Zhiyu , Niu, Shuteng , Tao, Cui , Deng, Bobin

Mayo Clinic

2026 IEEE 14th International Conference on Healthcare Informatics (ICHI) | August 12, 2026 | Volume: No volume available | Issue: No issue available | Pages: 574-581

10.1109/ichi69079.2026.00077 Get It

Diet, Microbiome, and Health from Adolescence to Aging: Knowledge Discovery Using Evidence‑Weighted Knowledge Graphs and an AI Chatbot Pilot
Bu, Ellen, Li, Jianfu , Tao, Cui

Mayo Clinic

2026 IEEE 14th International Conference on Healthcare Informatics (ICHI) | August 12, 2026 | Volume: No volume available | Issue: No issue available | Pages: 1294-1296

10.1109/ichi69079.2026.00181 Get It

Quantifying the Uncertainty and Risk Contributions of Activities of Daily Living Features in Dementia Prediction
Bag, Souvik, Jeon, Eunji , Garg, Muskan, Vassilaki, Maria, Petersen, Ronald C., Sauver, Jennifer St., Sohn, Sunghwan , St Sauver, Jennifer, Garg, Muskan , Liu, Xingyi , Vassilaki, Maria , Petersen, Ronald C., Sauver, Jennifer L. St.

Mayo Clinic

2026 IEEE 14th International Conference on Healthcare Informatics (ICHI) | August 12, 2026 | Volume: No volume available | Issue: No issue available | Pages: 291-296

10.1109/ichi69079.2026.00046 | PMID 42602482 Get It

CARE: A Multi-Agent Framework for Real-Time Adaptive Vocal Interaction in Dementia Care
Yaddanapalli, Bharat Sowrya , Zhang, Jiaxuan , Williams, Toby, Markanti, Rithika , Fu, Anthony, Fonzo, Ian, Villalobos, Sebastian Boscan, Wu, Dezhi, Wang, Xiaofeng, Tao, Cui

Mayo Clinic

2026 IEEE 14th International Conference on Healthcare Informatics (ICHI) | August 12, 2026 | Volume: No volume available | Issue: No issue available | Pages: 1191-1193

10.1109/ichi69079.2026.00152 Get It

Enhancing ICD Code Assignment Accuracy Using a Fine-Tuned Llama-3.1 Model with Chain-of-Thought Reasoning
Wang, Yichen, Wang, Yiming, Tao, Cui, Kumbhari, Vivek , Huang, Yuting, Niu, Shuteng

Mayo Clinic

2026 IEEE 14th International Conference on Healthcare Informatics (ICHI) | August 12, 2026 | Volume: No volume available | Issue: No issue available | Pages: 1403-1405

10.1109/ichi69079.2026.00220 Get It

SensitiveCancerGPT: Generative AI for Actionable Pharmacogenomics in Precision Oncology
Chowdhury, Shaika , Lee, Mun Hwan, Sun, Lichao, Wang, Liewei, Yang, Ping, Zong, Nansu , Rajaganapathy, Sivaraman , Yang, Ping, Cerhan, James R.

Mayo Clinic

2026 IEEE 14th International Conference on Healthcare Informatics (ICHI) | August 12, 2026 | Volume: No volume available | Issue: No issue available | Pages: 592-600

10.1109/ichi69079.2026.00079 Get It

Ontokeeper-Desktop: A Semiotic Driven Ontology Evaluation Tool for Biomedical Ontologies
Amith, Muhammad, Hao, Xubing, Gong, Yang, Cui, Licong, Tao, Cui, Amith, Muhammad , Hao, Xubing , Gong, Yang, Cui, Licong , Tao, Cui

Mayo Clinic

2026 IEEE 14th International Conference on Healthcare Informatics (ICHI) | August 12, 2026 | Volume: No volume available | Issue: No issue available | Pages: 113-117

10.1109/ichi69079.2026.00025 Get It