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H

Hamed Akbari

University of Pennsylvania
H指数:34
被引数:7,261

个人简介

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荣誉奖项

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Personalized machine learning-guided radiation dose escalation in newly diagnosed glioblastoma: prospective pilot study

基于个性化机器学习指导的 Newly Diagnosed Glioblastoma 患者放射剂量递增：前瞻性试点研究

Nature Communications
IF15.7
2026-05-130
OAAI
Hamed Akbari; Suyash Mohan; Fang Liu; Cecilia Jiang; Anahita Fathi Kazerooni; Melanie Berger; Saima Rathore; Michel Bilello; Chiharu Sako; Jose Garcia; Steven Brem; Spyridon Bakas; Elizabeth Mamourian; Abigail Pepin; Paul James; Jay Dorsey; Ashish Singh; Drew Parker; Ragini Verma; Quy Cao; Stephen J. Bagley; Arati Desai; Donald M. O’Rourke; Russell T. Shinohara; MacLean P. Nasrallah; Boon-Keng Kevin Teo; Goldie Kurtz; Gaurav Shukla; Michelle Alonso-Basanta; Robert A. Lustig; Christos Davatzikos
Unveiling glioblastoma heterogeneity with deep learning derived MRI subtyping: insights from the global ReSPOND consortium

利用深度学习衍生MRI亚型对胶质母细胞瘤异质性进行解析：全球ReSPOND联盟的见解

NEURO-ONCOLOGY
IF13.4
2025-11-010
OAAI
Guo, Jun; Yu, Fanyang; Matsumoto, Yuji; Garcia, Jose; Xing, Rubo; Akbari, Hamed; Baid, Ujjwal; Bakas, Spyridon; Barnholtz-Sloan, Jill; Balana, Carmen; Puig, Josep; Booth, Thomas; Badve, Chaitra; Sloan, Andrew; Griffith, Brent; Poisson, Laila; Rogers, Lisa; Dicker, Adam; Flanders, Adam; Shi, Wenyin; Jain, Rajan; Palmer, Joshua; Mahajan, Abhishek; Cepeda, Santiago; Wiestler, Benedikt; Park, Yae-Won; Ahn, Sung-Soo; Chang, Jong-Hee; Ak, Murat; Colen, Rivka; Villanueva-Meyer, Javier; Chang, Susan; Lamontagne, Pamela; Marcus, Daniel; Woodworth, Graeme; Parker, Drew; Verma, Ragini; Brem, Steven; O'rourke, Donald; Bagley, Stephen; Mohan, Suyash; Nasrallah, Maclean; Davatzikos, Christos
GLIOBLASTOMA BEYOND THE ENHANCING TUMOR MARGINS: A LONGITUDINAL CASE STUDY COMPARING FET PET WITH MRI-BASED AI INFILTRATION MAPS

胶质母细胞瘤超出增强肿瘤边界：一项比较FET PET与基于MRI的AI浸润图的纵向病例研究

NEURO-ONCOLOGY
IF13.4
2025-11-010
OAAI
Pitarch-Abaigar, Carla; Adap, Sanyukta; Akbari, Hamed; Flinn, Alexandra; Shah, N. Jon; Langen, Karl-Josef; Galldiks, Norbert; Pease, Matthew; Gatson, Na Tosha; Laviolette, Peter S.; Davatzikos, Christos; Parker, Jason; Lohmann, Philipp; Bakas, Spyridon
Self-supervised multimodal learning for survival prediction in glioblastoma: a multicenter study from the ReSPOND consortium

用于胶质母细胞瘤生存预测的自监督多模态学习：来自ReSPOND联盟的多中心研究

NEURO-ONCOLOGY
IF13.4
2025-11-010
PRE
Yu, Fanyang; Guo, Jun; Tian, Yu; Garcia, Jose A.; Akbari, Hamed; Matsumoto, Yuji; Xing, Rubo; Han, Tianyu; Kazerooni, Anahita Fathi; Bakas, Spyridon; Baid, Ujjwal; Villanueva-Meyer, Javier; Brem, Steven; Lustig, Robert; O'rourke, Donald M.; Bagley, Stephen; Calabrese, Evan; Rudie, Jeffrey; Chang, Susan; Lamontagne, Pamela; Marcus, Daniel S.; Balana, Carmen; Capellades, Jaume; Puig, Josep; Barnholtz-Sloan, Jill; Badve, Chaitra; Sloan, Andrew; Waite, Kristin; Colen, Rivka; Choi, Yoon Seong; Ahn, Sung Soo; Dicker, Adam P.; Flanders, Adam E.; Shi, Wenyin; Griffith, Brent; Poisson, Laila M.; Booth, Thomas C.; Jain, Rajan; Chakravarti, Arnab; Palmer, Joshua; Cepeda, Santiago; Wiestler, Benedikt; Melhem, Elias R.; Woodworth, Graeme F.; Tiwari, Pallavi; Aboian, Mariam; Mohan, Suyash; Chaudhari, Pratik; Nasrallah, Maclean; Davatzikos, Christos
Intratumoral preservation of the stem-like malignant cell proportion in glioblastoma, prognostic impact, and its radiomethylomic signatures

胶质母细胞瘤中类干细胞恶性细胞比例的瘤内保存、预后影响及其放射甲基组学特征

NEURO-ONCOLOGY
IF13.4
2025-09-010
PRE
Matsumoto, Yuji; Singh, Omkar; Garcia, Jose; Abdullaev, Zied; Freeburg, Nelson F.; Yu, Fanyang; Akbari, Hamed; Baik, Kyunglok; Guo, Jun; Shih, Natalie N. C.; Toorens, Erik; Ganguly, Tapan; Ballinger, Dominique; O'Rourke, Donald M.; Mohan, Suyash; Morrissette, Jennifer J. D.; Silverbush, Dana; Aldape, Kenneth; Davatzikos, Christos; Nasrallah, MacLean P.
The radiogenomic and spatiogenomic landscapes of glioblastoma and their relationship to oncogenic drivers
COMMUNICATIONS MEDICINE
IF6.3
2025-03-010
OA
Fathi Kazerooni, Anahita; Akbari, Hamed; Hu, Xiaoju; Bommineni, Vikas; Grigoriadis, Dimitris; Toorens, Erik; Sako, Chiharu; Mamourian, Elizabeth; Ballinger, Dominique; Sussman, Robyn; Singh, Ashish; Verginadis, Ioannis I.; Dahmane, Nadia; Koumenis, Constantinos; Binder, Zev A.; Bagley, Stephen J.; Mohan, Suyash; Hatzigeorgiou, Artemis; O'Rourke, Donald M.; Ganguly, Tapan; De, Subhajyoti; Bakas, Spyridon; Nasrallah, MacLean P.; Davatzikos, Christos
Optimized Whole-Slide-Image H&E Stain Normalization: A Step Towards Big Data Integration in Digital Pathology

优化全切片图像H&E染色标准化：数字病理大数据集成的一步

IEEE Open Journal of Engineering in Medicine and Biology
IF2.9
2025-01-010
OA
Jose L. Agraz; Carlos Agraz; Andrew A. Chen; Charles Rice; Robert S. Pozos; Sven Aelterman; Amanda Tan; Angela N. Viaene; MacLean P. Nasrallah; Parth Sharma; Caleb M. Grenko; Tahsin Kurc; Joel Saltz; Michael D. Feldman; Hamed Akbari; Russell T. Shinohara; Spyridon Bakas; Parker Wilson
AI-GUIDED PERSONALIZED PRECISION RADIATION THERAPY WITH TARGETED DOSE ESCALATION FOR NEWLY DIAGNOSED GLIOBLASTOMA: A MATCHED-CONTROL STUDY
NEURO-ONCOLOGY
IF13.4
2024-11-110
PRE
Akbari, Hamed; Mohan, Suyash; Kazerooni, Anahita Fathi; Rathore, Saima; Bilello, Michel; Sako, Chiharu; Garcia, Jose; Jiang, Cecilia; Liu, Fang; Berger, Melanie; Brem, Steven; Bakas, Spyridon; Mamourian, Elizabeth; Pepin, Abigail; James, Paul; Dorsey, Jay; Singh, Ashish; Parker, Drew; Verma, Ragini; Cao, Quy; Shinohara, Russell T.; Bagley, Stephen J.; Desai, Arati; O'Rourke, Donald M.; Nasrallah, Maclean; Alonso-Basanta, Michelle; Teo, Boon-Keng Kevin; Kurtz, Goldie; Shukla, Gaurav; Lustig, Robert A.; Davatzikos, Christos
SUBTYPING GLIOBLASTOMA FROM JOINT CLUSTERING OF IMAGING AND GENOMIC DATA
NEURO-ONCOLOGY
IF13.4
2024-11-110
PRE
Guo, Jun; Fathi-Kazerooni, Anahita; Toorens, Erik; Akbari, Hamed; Yu, Fanyang; Matsumoto, Yuji; Sako, Chiharu; Mamourian, Elizabeth; Shinohara, Russell; Koumenis, Constantinos; Verginadis, Ioannis; Bagley, Stephen; Morrissette, Jennifer; Binder, Zev; Brem, Steven; Mohan, Suyash; Lustig, Robert; O'Rourke, Donald; Ganguly, Tapan; Bakas, Spyridon; Aboian, Mariam; Nasrallah, Maclean; Davatzikos, Christos
MULTI-INSTITUTIONAL VALIDATION OF AN AI-BASED MODEL FOR PREDICTION OF TUMOR INFILTRATION AND FUTURE RECURRENCE IN PATIENTS WITH GLIOBLASTOMA: RESULTS FROM THE RESPOND CONSORTIUM
NEURO-ONCOLOGY
IF13.4
2024-11-110
PRE
Mohan, Suyash; Garcia, Jose; Akbari, Hamed; Kwak, Sunwoo; Baik, Kyunglok; Shalaby, Mahmoud; Matsumoto, Yuji; Bakas, Spyridon; Kamel, Peter; Tippareddy, Charit; Badve, Chaitra; Lee, Matthew; Barnholtz-Sloan, Jill; Sloan, Andrew; Chakravarti, Arnab; Palmer, Joshua; Dicker, Adam; Flanders, Adam; Shi, Wenyin; Jain, Rajan; Lamontagne, Pamela; Marcus, Daniel; Sotiras, Aris; Balana, Carmen; Capellades, Jaume; Puig, Josep; Cepeda, Santiago; Stefano, Anna Luisa Di; Wiestler, Benedikt; Woodworth, Graeme; Orourke, Donald; Nasrallah, Maclean; Davatzikos, Christos
Sex-Specific Differences in Patients with IDH1?Wild-Type Grade 4 Glioma in the ReSPOND Consortium
AMERICAN JOURNAL OF NEURORADIOLOGY
IF3.7
2024-04-292
PRE
Gongala, Sree; Garcia, Jose A.; Korakavi, Nisha; Patil, Nirav; Akbari, Hamed; Sloan, Andrew; Barnholtz-Sloan, Jill S.; Sun, Jessie; Griffith, Brent; Poisson, Laila M.; Booth, Thomas C.; Jain, Rajan; Mohan, Suyash; Nasralla, MacLean P.; Bakas, Spyridon; Tippareddy, Charit; Puig, Josep; Palmer, Joshua D.; Shi, Wenyin; Colen, Rivka R.; Sotiras, Aristeidis; Ahn, Sung Soo; Park, Yae Won; Davatzikos, Christos; Badve, Chaitra
Integrating imaging and genomic data for the discovery of distinct glioblastoma subtypes: a joint learning approach
SCIENTIFIC REPORTS
IF3.9
2024-02-286
OAAI
Guo, Jun; Fathi Kazerooni, Anahita; Toorens, Erik; Akbari, Hamed; Yu, Fanyang; Sako, Chiharu; Mamourian, Elizabeth; Shinohara, Russell T.; Koumenis, Constantinos; Bagley, Stephen J.; Morrissette, Jennifer J. D.; Binder, Zev A.; Brem, Steven; Mohan, Suyash; Lustig, Robert A.; O'Rourke, Donald M.; Ganguly, Tapan; Bakas, Spyridon; Nasrallah, MacLean P.; Davatzikos, Christos
The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics

宾夕法尼亚大学胶质母细胞瘤 (upenn-gbm) 队列: 先进的MRI，临床，基因组学和放射组学

Scientific Data
IF6.9
2022-07-290
OAAI
Spyridon Bakas; Chiharu Sako; Hamed Akbari; Michel Bilello; Aristeidis Sotiras; Gaurav Shukla; Jeffrey D. Rudie; Natali Flores Santamaría; Anahita Fathi Kazerooni; Sarthak Pati; Saima Rathore; Elizabeth Mamourian; Sung Min Ha; William Parker; Jimit Doshi; Ujjwal Baid; Mark Bergman; Zev A. Binder; Ragini Verma; Robert A. Lustig; Arati S. Desai; Stephen J. Bagley; Zissimos Mourelatos; Jennifer Morrissette; Christopher D. Watt; Steven Brem; Ronald L. Wolf; Elias R. Melhem; MacLean P. Nasrallah; Suyash Mohan; Donald M. O’Rourke; Christos Davatzikos
Clinical measures, radiomics, and genomics offer synergistic value in AI-based prediction of overall survival in patients with glioblastoma
SCIENTIFIC REPORTS
IF3.9
2022-05-2441
OAAI
Fathi Kazerooni, Anahita; Saxena, Sanjay; Toorens, Erik; Tu, Danni; Bashyam, Vishnu; Akbari, Hamed; Mamourian, Elizabeth; Sako, Chiharu; Koumenis, Costas; Verginadis, Ioannis; Verma, Ragini; Shinohara, Russell T.; Desai, Arati S.; Lustig, Robert A.; Brem, Steven; Mohan, Suyash; Bagley, Stephen J.; Ganguly, Tapan; O'Rourke, Donald M.; Bakas, Spyridon; Nasrallah, MacLean P.; Davatzikos, Christos
Quantification of tumor microenvironment acidity in glioblastoma using principal component analysis of dynamic susceptibility contrast enhanced MR imaging
SCIENTIFIC REPORTS
IF3.9
2021-07-2215
OAAI
Akbari, Hamed; Kazerooni, Anahita Fathi; Ware, Jeffrey B.; Mamourian, Elizabeth; Anderson, Hannah; Guiry, Samantha; Sako, Chiharu; Raymond, Catalina; Yao, Jingwen; Brem, Steven; O'Rourke, Donald M.; Desai, Arati S.; Bagley, Stephen J.; Ellingson, Benjamin M.; Davatzikos, Christos; Nabavizadeh, Ali
Multi-institutional noninvasive in vivo characterization of IDH, 1p/19q, and EGFRvIII in glioma using neuro-Cancer Imaging Phenomics Toolkit (neuro-CaPTk)
NEURO-ONCOLOGY ADVANCES
IF4.1
2021-01-2318
OAAI
Rathore, Saima; Mohan, Suyash; Bakas, Spyridon; Sako, Chiharu; Badve, Chaitra; Pati, Sarthak; Singh, Ashish; Bounias, Dimitrios; Ngo, Phuc; Akbari, Hamed; Gastounioti, Aimilia; Bergman, Mark; Bilello, Michel; Shinohara, Russell T.; Yushkevich, Paul; O'Rourke, Donald M.; Sloan, Andrew E.; Kontos, Despina; Nasrallah, MacLean P.; Barnholtz-Sloan, Jill S.; Davatzikos, Christos

研究方向

暂未获取到该数据
C
Christos Davatzikos
H 指数:120论文数:1,246被引数:6.4万
S
Spyridon Bakas
H 指数:51论文数:382被引数:2.0万
D
Donald M. O’Rourke
H 指数:66论文数:445被引数:1.7万
S
Suyash Mohan
H 指数:39论文数:274被引数:7,443
M
Michel Bilello
H 指数:37论文数:130被引数:9,337
M
MacLean P. Nasrallah
H 指数:39论文数:286被引数:7,866
S
Stephen Bagley
H 指数:32论文数:277被引数:4,650
C
Chiharu Sako
H 指数:20论文数:85被引数:2,030
S
SunJiazhi
H 指数:61论文数:382被引数:1.9万
R
Robert A. Lustig
H 指数:42论文数:248被引数:6,741