Gregory J. Czarnota - Publications, H-index & Citations

Gregory J. Czarnota

University of Toronto

49H指数

415论文数

8.3K被引数

收录论文 103

发表时间

Evaluation of CNS xenograft brain tumour response to MRI-guided focused ultrasound in combination with radiation therapy 评估中枢神经系统异种移植脑肿瘤对MRI引导聚焦超声联合放射治疗的反应

British Journal of Cancer

IF6.8

2026-06-15

OAAI

Deepa Sharma; Evan McNabb; Benjamin Geraghty; Colleen Bailey; Murtuza Saifuddin; Wenyi Yang; Anoja Giles; Cassie Lim; Peter Albanese; Martin Stanisz; Arjun Sahgal; Gregory J. Czarnota

Early tumour size changes from neoadjuvant chemotherapy as a predictor of pathologic response in breast cancer 新辅助化疗早期肿瘤大小变化作为乳腺癌病理反应的预测指标

PLoS One

IF2.6

2026-05-01

PREAI

Chung, Erika Z.; Alberico, David; Sannachi, Lakshmanan; Dasgupta, Archya; Yip, Joyce; Pena, Maria Lourdes Anzola; Gandhi, Sonal; Curpen, Belinda; Czarnota, Gregory J.

Texture Analysis of Histology Images for Characterizing Ultrasound-Stimulated Microbubble Radiation Enhancement Treatment Response 组织学图像的纹理分析：用于表征超声刺激微泡辐射增强治疗的反应

Cells

IF5.2

2026-03-04

OAAI

Lakshmanan Sannachi; Serena Mohabir; Evan McNabb; Deepa Sharma; Anoja Giles; Wenyi Yang; Kai Xuan Leong; Martin Stanisz; Gregory J. Czarnota

Quantitative ultrasound imaging for predicting response and guiding personalized neoadjuvant chemotherapy in breast cancer: randomized phase 2 clinical trial results 定量超声成像预测乳腺癌新辅助化疗反应并指导个性化治疗：随机Ⅱ期临床试验结果

npj Precision Oncology

IF8

2025-12-04

OAAI

Daniel Moore-Palhares; David Alberico; Adrian Wai Chan; Daniel DiCenzo; Lakshmanan Sannachi; Archya Dasgupta; Joyce Yip; Maria Lourdes Anzola Pena; Sonal Gandhi; Rossanna Pezo; Andrea Eisen; Katarzyna J. Jerzak; Carlos A. Carmona Gonzalez; Ellen Warner; Frances C. Wright; Nicole Look-Hong; Amanda Roberts; Ali Sadeghi-Naini; Belinda Curpen; Mia Skarpathiotakis; Carrie Betel; Michael C. Kolios; Maureen Trudeau; Gregory J. Czarnota

Evaluating a Cellular Microstructure Model Within Apoptotic Cell Death via Diffusion Magnetic Resonance and Long Diffusion Times 通过扩散磁共振和长扩散时间评估细胞凋亡过程中的细胞微观结构模型

NMR IN BIOMEDICINE

IF2.7

2025-11-01

OAAI

Djayakarsana, Daniel; Czarnota, Gregory J.; Bailey, Colleen; Stanisz, Greg J.

Migration of Deep Learning Models Across Ultrasound Scanners

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

IF4.5

2025-11-01

PREAI

Soylu, Ufuk; Chandrasekeran, Varun; Czarnota, Gregory J.; Oelze, Michael L.

Quantitative Volumetric Analysis Using 3D Ultrasound Tomography for Breast Mass Characterization 利用三维超声断层摄影进行乳腺肿块定量容积分析

TOMOGRAPHY

IF2.2

2025-09-30

OAAI

Anzola, Maria L.; Alberico, David; Yip, Joyce; Wiskin, James; Malik, Bilal; Dinu, Raluca; Curpen, Belinda; Oelze, Michael L.; Czarnota, Gregory J.

Radiomic feature selection for response prediction of cancer treatment using sparse rank revealing QR factorization and adaptive graph: locally advanced breast cancer and head & neck cancer studies 基于稀疏秩揭示QR分解和自适应图的正则放射组学特征选择用于癌症治疗反应预测：局部晚期乳腺癌和头颈癌研究

Biomedical Signal Processing and Control

IF4.9

2025-08-11

PREAI

Amir Moslemi; Aryan Safakish; Laurentius Oscar Osapoetra; Lakshmanan Sannachi; Gregory Czarnota

Quantitative Ultrasound Texture Analysis of Breast Tumors: A Comparison of a Cart-Based and a Wireless Ultrasound Scanner 乳腺肿瘤的定量超声纹理分析：基于车载式与无线超声扫描仪的比较

JOURNAL OF IMAGING

IF3.3

2025-05-06

OAAI

Alberico, David; Sannachi, Lakshmanan; Anzola Pena, Maria Lourdes; Yip, Joyce; Osapoetra, Laurentius O.; Halstead, Schontal; DiCenzo, Daniel; Gandhi, Sonal; Wright, Frances; Oelze, Michael; Czarnota, Gregory J.

Using ultrasound and microbubble to enhance the effects of conventional cancer therapies in clinical settings 利用超声和微泡来增强临床环境中常规癌症疗法的疗效

Cancer and Metastasis Reviews

IF8.7

2025-03-15

OAAI

Deepa Sharma; Gregory J. Czarnota

Blood brain barrier opening is not just blood-brain barrier opening

JOURNAL OF TRANSLATIONAL MEDICINE

IF7.5

2024-07-15

OAAI

Sharma, Deepa; Czarnota, Gregory J.

Locoregional Ablative Radiation Therapy for Patients With Breast Cancer Unsuitable for Surgical Resection

PRACTICAL RADIATION ONCOLOGY

IF3.5

2024-07-01

PREAI

Moore-Palhares, Daniel; Chen, Hanbo; Khan, Benazir Mir; Mccann, Claire; Bosnic, Sandi; Hahn, Ezra; Soliman, Hany; Czarnota, Gregory; Karam, Irene; Rakovitch, Eileen; Lee, Justin; Vesprini, Danny

Apriori prediction of chemotherapy response in locally advanced breast cancer patients using CT imaging and deep learning: transformer versus transfer learning

FRONTIERS IN ONCOLOGY

IF3.3

2024-05-02

OAAI

Moslemi, Amir; Osapoetra, Laurentius Oscar; Dasgupta, Archya; Alberico, David; Trudeau, Maureen; Gandhi, Sonal; Eisen, Andrea; Wright, Frances; Look-Hong, Nicole; Curpen, Belinda; Kolios, Michael C.; Czarnota, Gregory J.

Quantitative ultrasound radiomics guided adaptive neoadjuvant chemotherapy in breast cancer: early results from a randomized feasibility study

FRONTIERS IN ONCOLOGY

IF3.3

2024-04-19

OAAI

Dasgupta, Archya; DiCenzo, Daniel; Sannachi, Lakshmanan; Gandhi, Sonal; Pezo, Rossana C.; Eisen, Andrea; Warner, Ellen; Wright, Frances C.; Look-Hong, Nicole; Sadeghi-Naini, Ali; Curpen, Belinda; Kolios, Michael C.; Trudeau, Maureen; Czarnota, Gregory J.

Comment in reply to Chen et al. Journal of Neuro-Oncology (2023) 165:535-545 Focused ultrasound combined with radiotherapy for malignant brain tumor: a preclinical and clinical study

JOURNAL OF NEURO-ONCOLOGY

IF3.1

2024-04-19

PREAI

Czarnota, Gregory J.

Quantitative US Delta Radiomics to Predict Radiation Response in Individuals with Head and Neck Squamous Cell Carcinoma

RADIOLOGY-IMAGING CANCER

IF6.3

2024-03-01

OAAI

Osapoetra, Laurentius Oscar; Dasgupta, Archya; DiCenzo, Daniel; Fatima, Kashuf; Quiaoit, Karina; Saifuddin, Murtuza; Karam, Irene; Poon, Ian; Husain, Zain; Tran, William T.; Sannachi, Lakshmanan; Czarnota, Gregory J.

Transfer learning of pre-treatment quantitative ultrasound multi-parametric images for the prediction of breast cancer response to neoadjuvant chemotherapy

SCIENTIFIC REPORTS

IF3.9

2024-01-29

OAAI

Falou, Omar; Sannachi, Lakshmanan; Haque, Maeashah; Czarnota, Gregory J.; Kolios, Michael C.

A priori prediction of breast cancer response to neoadjuvant chemotherapy using quantitative ultrasound, texture derivative and molecular subtype

SCIENTIFIC REPORTS

IF3.9

2023-12-19

OAAI

Sannachi, Lakshmanan; Osapoetra, Laurentius O.; DiCenzo, Daniel; Halstead, Schontal; Wright, Frances; Look-Hong, Nicole; Slodkowska, Elzbieta; Gandhi, Sonal; Curpen, Belinda; Kolios, Michael C.; Oelze, Michael; Czarnota, Gregory J.

Predicting head and neck cancer treatment outcomes with pre-treatment quantitative ultrasound texture features and optimising machine learning classifiers with texture-of-texture features

FRONTIERS IN ONCOLOGY

IF3.3

2023-10-02

OAAI

Safakish, Aryan; Sannachi, Lakshmanan; DiCenzo, Daniel; Kolios, Christopher; Pejovic-Milic, Ana; Czarnota, Gregory J.

Novel MRI-guided focussed ultrasound stimulated microbubble radiation enhancement treatment for breast cancer

SCIENTIFIC REPORTS

IF3.9

2023-08-21

OAAI

Dasgupta, Archya; Saifuddin, Murtuza; Mcnabb, Evan; Ho, Ling; Lu, Lin; Vesprini, Danny; Karam, Irene; Soliman, Hany; Chow, Edward; Gandhi, Sonal; Trudeau, Maureen; Tran, William; Curpen, Belinda; Stanisz, Greg; Sahgal, Arjun; Kolios, Michael; Czarnota, Gregory J.

研究方向