日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

QVT score, a radiomic biomarker of vascular complexity, enables prognostication and monitoring of NSCLC immunotherapy

QVT评分是一种反映血管复杂性的放射组学生物标志物,可用于非小细胞肺癌免疫治疗的预后预测和监测。

Chae, Young K; Velcheti, Vamsidhar; Zhang, Kai; Hiremath, Amogh; Chung, Liam Il-Young; Haji-Maghsoudi, Omid; Chitalia, Rhea; Lee, Jeeyeon; Li, Haojia; Lee, Seyoung; Mutha, Pushkar; Nagabhushan, Rushil; Levy, David; Cantor, Diego; Kim, Yuchan; Cheung, Trevor; Kim, Haseok; Gupta, Amit; Arul, Trishan; Madabhushi, Anant; Braman, Nathaniel

MRI-based Radiomic Features for Risk Stratification of Ductal Carcinoma in Situ in a Multicenter Setting (ECOG-ACRIN E4112 Trial)

基于 MRI 的放射组学特征在多中心环境下对导管原位癌进行风险分层(ECOG-ACRIN E4112 试验)

Slavkova, Kalina P; Kang, Ruya; Kazerouni, Anum S; Biswas, Debosmita; Belenky, Vivian; Chitalia, Rhea; Horng, Hannah; Hirano, Michael; Xiao, Jennifer; Corsetti, Ralph L; Javid, Sara H; Spell, Derrick W; Wolff, Antonio C; Sparano, Joseph A; Khan, Seema A; Comstock, Christopher E; Romanoff, Justin; Gatsonis, Constantine; Lehman, Constance D; Partridge, Savannah C; Steingrimsson, Jon; Kontos, Despina; Rahbar, Habib

Nano scale instance-based learning using non-specific hybridization of DNA sequences

利用DNA序列的非特异性杂交进行纳米尺度实例学习

Cai, Fulin; Patharkar, Abhidnya; Wu, Teresa; Lure, Fleming Y M; Chen, Harry; Chen, Victor C; Zhang, Jiadong; Sun, Kaicong; Yang, Junwei; Hu, Yan; Gu, Yuning; Cui, Zhiming; Zong, Xiaopeng; Gao, Fei; Shen, Dinggang; Pati, Sarthak; Thakur, Siddhesh P; Hamamcı, İbrahim Ethem; Baid, Ujjwal; Baheti, Bhakti; Bhalerao, Megh; Güley, Orhun; Mouchtaris, Sofia; Lang, David; Thermos, Spyridon; Gotkowski, Karol; González, Camila; Grenko, Caleb; Getka, Alexander; Edwards, Brandon; Sheller, Micah; Wu, Junwen; Karkada, Deepthi; Panchumarthy, Ravi; Ahluwalia, Vinayak; Zou, Chunrui; Bashyam, Vishnu; Li, Yuemeng; Haghighi, Babak; Chitalia, Rhea; Abousamra, Shahira; Kurc, Tahsin M; Gastounioti, Aimilia; Er, Sezgin; Bergman, Mark; Saltz, Joel H; Fan, Yong; Shah, Prashant; Mukhopadhyay, Anirban; Tsaftaris, Sotirios A; Menze, Bjoern; Davatzikos, Christos; Kontos, Despina; Karargyris, Alexandros; Umeton, Renato; Mattson, Peter; Bakas, Spyridon; Su, Yanqing; Lin, Wanmin; Chu, Ling; Zan, Xiangzhen; Xu, Peng; Zhang, Fengyue; Liu, Bo; Liu, Wenbin

GaNDLF: the generally nuanced deep learning framework for scalable end-to-end clinical workflows

GaNDLF:面向可扩展端到端临床工作流程的通用精细化深度学习框架

Babic, Stephanie M; Ramachandran, Roshan N; Pati, Sarthak; Thakur, Siddhesh P; Hamamcı, İbrahim Ethem; Baid, Ujjwal; Baheti, Bhakti; Bhalerao, Megh; Güley, Orhun; Mouchtaris, Sofia; Lang, David; Thermos, Spyridon; Gotkowski, Karol; González, Camila; Grenko, Caleb; Getka, Alexander; Edwards, Brandon; Sheller, Micah; Wu, Junwen; Karkada, Deepthi; Panchumarthy, Ravi; Ahluwalia, Vinayak; Zou, Chunrui; Bashyam, Vishnu; Li, Yuemeng; Haghighi, Babak; Chitalia, Rhea; Abousamra, Shahira; Kurc, Tahsin M; Gastounioti, Aimilia; Er, Sezgin; Bergman, Mark; Saltz, Joel H; Fan, Yong; Shah, Prashant; Mukhopadhyay, Anirban; Tsaftaris, Sotirios A; Menze, Bjoern; Davatzikos, Christos; Kontos, Despina; Karargyris, Alexandros; Umeton, Renato; Mattson, Peter; Bakas, Spyridon

GaNDLF: the generally nuanced deep learning framework for scalable end-to-end clinical workflows

GaNDLF:面向可扩展端到端临床工作流程的通用精细化深度学习框架

Fan, Ka Siu; Durnea, Constantin; Nygaard, Christiana Campani; Khalil, Miriam; Doumouchtsis, Stergios K; Pati, Sarthak; Thakur, Siddhesh P; Hamamcı, İbrahim Ethem; Baid, Ujjwal; Baheti, Bhakti; Bhalerao, Megh; Güley, Orhun; Mouchtaris, Sofia; Lang, David; Thermos, Spyridon; Gotkowski, Karol; González, Camila; Grenko, Caleb; Getka, Alexander; Edwards, Brandon; Sheller, Micah; Wu, Junwen; Karkada, Deepthi; Panchumarthy, Ravi; Ahluwalia, Vinayak; Zou, Chunrui; Bashyam, Vishnu; Li, Yuemeng; Haghighi, Babak; Chitalia, Rhea; Abousamra, Shahira; Kurc, Tahsin M; Gastounioti, Aimilia; Er, Sezgin; Bergman, Mark; Saltz, Joel H; Fan, Yong; Shah, Prashant; Mukhopadhyay, Anirban; Tsaftaris, Sotirios A; Menze, Bjoern; Davatzikos, Christos; Kontos, Despina; Karargyris, Alexandros; Umeton, Renato; Mattson, Peter; Bakas, Spyridon

Radiomic tumor phenotypes augment molecular profiling in predicting recurrence free survival after breast neoadjuvant chemotherapy

放射组学肿瘤表型可增强分子谱分析在预测乳腺癌新辅助化疗后无复发生存期方面的效果。

Chitalia, Rhea; Miliotis, Marios; Jahani, Nariman; Tastsoglou, Spyros; McDonald, Elizabeth S; Belenky, Vivian; Cohen, Eric A; Newitt, David; Van't Veer, Laura J; Esserman, Laura; Hylton, Nola; DeMichele, Angela; Hatzigeorgiou, Artemis; Kontos, Despina

Expert tumor annotations and radiomics for locally advanced breast cancer in DCE-MRI for ACRIN 6657/I-SPY1

ACRIN 6657/I-SPY1 的 DCE-MRI 局部晚期乳腺癌的专家肿瘤注释和放射组学分析

Chitalia, Rhea; Pati, Sarthak; Bhalerao, Megh; Thakur, Siddhesh Pravin; Jahani, Nariman; Belenky, Vivian; McDonald, Elizabeth S; Gibbs, Jessica; Newitt, David C; Hylton, Nola M; Kontos, Despina; Bakas, Spyridon

Resampling and harmonization for mitigation of heterogeneity in image parameters of baseline scans

重采样和协调化以减轻基线扫描图像参数的异质性

Singh, Apurva; Horng, Hannah; Chitalia, Rhea; Roshkovan, Leonid; Katz, Sharyn I; Noël, Peter; Shinohara, Russell T; Kontos, Despina

Correction to: Functional 4-D clustering for characterizing intratumor heterogeneity in dynamic imaging: evaluation in FDG PET as a prognostic biomarker for breast cancer

更正:用于表征动态成像中肿瘤内异质性的功能性四维聚类:在FDG PET中作为乳腺癌预后生物标志物的评估

Chitalia, Rhea; Viswanath, Varsha; Pantel, Austin R; Peterson, Lanell M; Gastounioti, Aimilia; Cohen, Eric A; Muzi, Mark; Karp, Joel; Mankoff, David A; Kontos, Despina

Interactive Machine Learning-Based Multi-Label Segmentation of Solid Tumors and Organs

基于交互式机器学习的实体肿瘤和器官多标签分割

Bounias, Dimitrios; Singh, Ashish; Bakas, Spyridon; Pati, Sarthak; Rathore, Saima; Akbari, Hamed; Bilello, Michel; Greenberger, Benjamin A; Lombardo, Joseph; Chitalia, Rhea D; Jahani, Nariman; Gastounioti, Aimilia; Hershman, Michelle; Roshkovan, Leonid; Katz, Sharyn I; Yousefi, Bardia; Lou, Carolyn; Simpson, Amber L; Do, Richard K G; Shinohara, Russell T; Kontos, Despina; Nikita, Konstantina; Davatzikos, Christos