Faculty Publication Review

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Kartik Mani

Department of Biomedical Informatics

Publications

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Stereotactic Radiosurgery (SRS) over Whole Brain Radiotherapy (WBRT) Preserves Brain Volume: An Imaging and Radiomic Analysis

Joseph Bae, Luke A. Torre-Healy, Jingbo Wu, Liuyong Pang, A. Stessin, An Ting Hsia, R. Farrell, Kartik Mani, Pataje G.S. Prasanna, Samuel Ryu

ORCID match International Journal of Radiation Oncology*Biology*Physics · 2025 · Found in OpenAlex

DOI: 10.1016/j.ijrobp.2025.06.3840

Choose for “Stereotactic Radiosurgery (SRS) over Whole Brain Radiotherapy (WBRT) Preserves Brain Volume: An Imaging and Radiomic Analysis”addomitnot mine

Spatial Radiomic Graphs for Outcome Prediction in Radiation Therapy–treated Head and Neck Squamous Cell Carcinoma Using Pretreatment CT

Joseph Bae, Kartik Mani, Lukasz Czerwonka, Christopher Vanison, Samuel Ryu, Prateek Prasanna

ORCID match Radiology Imaging Cancer · 2025 · Found in OpenAlex, PubMed

DOI: 10.1148/rycan.240161

Choose for “Spatial Radiomic Graphs for Outcome Prediction in Radiation Therapy–treated Head and Neck Squamous Cell Carcinoma Using Pretreatment CT”addomitnot mine

Detection and Classification of Brain Tumor Based on Convolutional Deep Learning Techniques

K. Ramya, N. Vignesh Venkat Sai, Kartik Mani, M. Raja Sekhar, Sivasangari Ayappan

ORCID match Lecture notes in networks and systems · 2025 · Found in OpenAlex

DOI: 10.1007/978-3-031-78922-9_37

Choose for “Detection and Classification of Brain Tumor Based on Convolutional Deep Learning Techniques”addomitnot mine

Artificial Intelligence-Assisted Peer Review in Radiation Oncology

Renee Cattell, Jinkoo Kim, Ewa Zabrocka, X. Qian, B. O'Grady, Stephanie Butler, Todd Yoder, Kartik Mani, Mark Ashamalla, Samuel Ryu

ORCID match Applied Radiation Oncology · 2025 · Found in OpenAlex

DOI: 10.37549/aro-d-24-00025

Choose for “Artificial Intelligence-Assisted Peer Review in Radiation Oncology”addomitnot mine

Analysis of trends in race and gender disparities in the incidence of osteosarcoma, leiomyosarcoma, and Ewing sarcoma from 2000 to 2021.

Alex Winter, Stephanie Yu, Fazel Khan, Kartik Mani, Achuta Kumar Guddati

ORCID match Journal of Clinical Oncology · 2025 · Found in OpenAlex

DOI: 10.1200/jco.2025.43.16_suppl.e23516

Choose for “Analysis of trends in race and gender disparities in the incidence of osteosarcoma, leiomyosarcoma, and Ewing sarcoma from 2000 to 2021.”addomitnot mine

Abstract B010: Interim report of Phase I study of window-of-opportunity fractionated stereotactic radiotherapy combined with checkpoint blockade prior to surgical resection for newly diagnosed glioblastoma

Samuel Ryu, A. Stessin, Charles B. Mikell, Agnieszka Kowalska, Roberta Seidman, Steven E. West, Kartik Mani

ORCID match Clinical Cancer Research · 2025 · Found in OpenAlex

DOI: 10.1158/1557-3265.targetedtherap-b010

Choose for “Abstract B010: Interim report of Phase I study of window-of-opportunity fractionated stereotactic radiotherapy combined with checkpoint blockade prior to surgical resection for newly diagnosed glioblastoma”addomitnot mine

Pretreatment Spatially Aware Magnetic Resonance Imaging Radiomics Can Predict Distant Brain Metastases (DBMs) After Stereotactic Radiosurgery/Radiation Therapy (SRS/SRT)

Joseph Bae, Kartik Mani, Ewa Zabrocka, Renee Cattell, B. O'Grady, David Payne, John Roberson, Samuel Ryu, Prateek Prasanna

ORCID match Advances in Radiation Oncology · 2024 · Found in OpenAlex, PubMed

DOI: 10.1016/j.adro.2024.101457

Choose for “Pretreatment Spatially Aware Magnetic Resonance Imaging Radiomics Can Predict Distant Brain Metastases (DBMs) After Stereotactic Radiosurgery/Radiation Therapy (SRS/SRT)”addomitnot mine

Intrafractional motion and dosimetric analysis in prostate stereotactic body radiation therapy with auto beam hold technique.

Renee F Cattell, An Ting Hsia, Jinkoo Kim, Xin Qian, Siming Lu, Alexander Slade, Kartik Mani, Samuel Ryu, Zhigang Xu

Name match · unconfirmed Biomedical physics & engineering express · 2024 · Found in PubMed

DOI: 10.1088/2057-1976/ad4b1d

Choose for “Intrafractional motion and dosimetric analysis in prostate stereotactic body radiation therapy with auto beam hold technique.”addomitnot mine

HoG-Net: Hierarchical Multi-organ Graph Network for Head and Neck Cancer Recurrence Prediction from CT Images

Joseph Bae, Saarthak Kapse, Lei Zhou, Kartik Mani, Prateek Prasanna

ORCID match Lecture notes in computer science · 2024 · Found in OpenAlex

DOI: 10.1007/978-3-031-72086-4_30

Choose for “HoG-Net: Hierarchical Multi-organ Graph Network for Head and Neck Cancer Recurrence Prediction from CT Images”addomitnot mine

Predictive Value of Pre-Treatment MRI Radiomics for Distant Brain Metastases Following Stereotactic Radiosurgery/Radiotherapy

Joseph Bae, Kartik Mani, Ewa Zabrocka, Renee Cattell, B. O'Grady, David Payne, John Roberson, Samuel Ryu, Prateek Prasanna

ORCID match International Journal of Radiation Oncology*Biology*Physics · 2023 · Found in OpenAlex

DOI: 10.1016/j.ijrobp.2023.06.835

Choose for “Predictive Value of Pre-Treatment MRI Radiomics for Distant Brain Metastases Following Stereotactic Radiosurgery/Radiotherapy”addomitnot mine

Author Correction: Federated learning enables big data for rare cancer boundary detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah Sheller, Shih-Han Wang, G. Anthony Reina, Patrick Foley, Alexey Gruzdev, Deepthi Karkada, Christos Davatzikos, Chiharu Sako, Satyam Ghodasara, Michel Bilello, Suyash Mohan, Philipp Vollmuth, Gianluca Brugnara, Chandrakanth Jayachandran Preetha, Felix Sahm, Klaus Maier‐Hein, Maximilian Zenk, Martin Bendszus, Wolfgang Wick, Evan Calabrese, Jeffrey D. Rudie, Javier Villanueva‐Meyer, Soonmee Cha, Madhura Ingalhalikar, Manali Jadhav, Umang Pandey, Jitender Saini, John W. Garrett, Matthew Larson, Robert Jeraj, Stuart Currie, Russell Frood, Kavi Fatania, Raymond Y. Huang, Ken Chang, Carmen Balañá, Jaume Capellades, Josep Puig, Johannes Trenkler, Josef Pichler, Georg Necker, Andreas Haunschmidt, Stephan Meckel, Gaurav Shukla, Spencer Liem, Gregory S. Alexander, Joseph Lombardo, Joshua D. Palmer, Adam E. Flanders, Adam P. Dicker, Haris I. Sair, Craig Jones, Archana Venkataraman, Meirui Jiang, Tiffany Y. So, Cheng Chen, Pheng‐Ann Heng, Qi Dou, Michal Kozubek, Filip Lux, Jan Michálek, Petr Matula, Miloš Keřkovský, Tereza Kopřivová, Marek Dostál, Václav Vybíhal, Michael A. Vogelbaum, J. Ross Mitchell, Joaquim M. Farinhas, Joseph A. Maldjian, Chandan Ganesh Bangalore Yogananda, Marco C. Pinho, Divya Reddy, James M. Holcomb, Benjamin Wagner, Benjamin M. Ellingson, Timothy F. Cloughesy, Catalina Raymond, Talia C. Oughourlian, Akifumi Hagiwara, Chencai Wang, Minh‐Son To, Sargam Bhardwaj, Chee Chong, Marc Agzarian, Alexandre X. Falcão, Samuel Botter Martins, Bernardo Corrêa de Almeida Teixeira, F Sprenger, David Menotti, Diego Rafael Lucio, Pamela LaMontagne, Daniel Marcus, Benedikt Wiestler, Florian Kofler, Ivan Ezhov, Marie Metz

ORCID match Nature Communications · 2023 · Found in OpenAlex, PubMed

DOI: 10.1038/s41467-023-36188-7

Choose for “Author Correction: Federated learning enables big data for rare cancer boundary detection”addomitnot mine

Thyroid volume changes following adjuvant radiation therapy for breast cancer

John Roberson, Huakang Huang, Collin Noldner, Wei Hou, Kartik Mani, Edward Valentine, Samuel Ryu, A. Stessin

ORCID match Clinical and Translational Radiation Oncology · 2022 · Found in OpenAlex, PubMed

DOI: 10.1016/j.ctro.2022.100566

Choose for “Thyroid volume changes following adjuvant radiation therapy for breast cancer”addomitnot mine

Prediction of Regional and Distant Failure After Definitive Thoracic Stereotactic Body Radiation Therapy (SBRT) Using Pre-Treatment CT-Based Radiomic Analysis

Joseph Bae, Ewa Zabrocka, C. Rodriguez, David Payne, Renee Cattell, S. Ryu, Prateek Prasanna, Kartik Mani

ORCID match International Journal of Radiation Oncology*Biology*Physics · 2022 · Found in OpenAlex

DOI: 10.1016/j.ijrobp.2021.10.181

Choose for “Prediction of Regional and Distant Failure After Definitive Thoracic Stereotactic Body Radiation Therapy (SBRT) Using Pre-Treatment CT-Based Radiomic Analysis”addomitnot mine

Pre-treatment radiomics from radiotherapy dose regions predict distant brain metastases in stereotactic radiosurgery

Joseph Bae, Renee Cattell, Ewa Zabrocka, John A. Roberson, David Payne, Kartik Mani, Prateek Prasanna

ORCID match Medical Imaging 2022: Physics of Medical Imaging · 2022 · Found in OpenAlex

DOI: 10.1117/12.2612088

Choose for “Pre-treatment radiomics from radiotherapy dose regions predict distant brain metastases in stereotactic radiosurgery”addomitnot mine

Federated learning enables big data for rare cancer boundary detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah Sheller, Shih‐Han Wang, G. Anthony Reina, Patrick Foley, А. Д. Груздев, Deepthi Karkada, Christos Davatzikos, Chiharu Sako, Satyam Ghodasara, Michel Bilello, Suyash Mohan, Philipp Vollmuth, Gianluca Brugnara, Chandrakanth Jayachandran Preetha, Felix Sahm, Klaus Maier‐Hein, Maximilian Zenk, Martin Bendszus, Wolfgang Wick, Evan Calabrese, Jeffrey D. Rudie, Javier Villanueva‐Meyer, Soonmee Cha, Madhura Ingalhalikar, Manali Jadhav, Umang Pandey, Jitender Saini, John W. Garrett, Matthew Larson, Robert Jeraj, Stuart Currie, Russell Frood, Kavi Fatania, Raymond Y. Huang, Ken Chang, Carmen Balañá, Jaume Capellades, Josep Puig, Johannes Trenkler, Josef Pichler, Georg Necker, Andreas Haunschmidt, Stephan Meckel, Gaurav Shukla, Spencer Liem, Gregory S. Alexander, Joseph S. Lombardo, Joshua D. Palmer, Adam E. Flanders, Adam P. Dicker, Haris I. Sair, Craig Jones, Archana Venkataraman, Meirui Jiang, Tiffany Y. So, Cheng Chen, Pheng‐Ann Heng, Qi Dou, Michal Kozubek, Filip Lux, Jan Michálek, Petr Matula, Miloš Keřkovský, Tereza Kopřivová, Marek Dostál, Václav Vybíhal, Michael A. Vogelbaum, J. Ross Mitchell, Joaquim M. Farinhas, Joseph A. Maldjian, Chandan Ganesh Bangalore Yogananda, Marco C. Pinho, Divya Reddy, James Holcomb, Benjamin Wagner, Benjamin M. Ellingson, Timothy F. Cloughesy, Catalina Raymond, Talia C. Oughourlian, Akifumi Hagiwara, Chencai Wang, Minh‐Son To, Sargam Bhardwaj, Chee Chong, Marc Agzarian, Alexandre X. Falcão, Samuel Botter Martins, Bernardo Corrêa de Almeida Teixeira, F Sprenger, David Menotti, Diego Rafael Lucio, Pamela LaMontagne, Daniel S. Marcus, Benedikt Wiestler, Florian Kofler, Ivan Ezhov, Marie Metz

ORCID match Nature Communications · 2022 · Found in OpenAlex, PubMed

DOI: 10.1038/s41467-022-33407-5

Choose for “Federated learning enables big data for rare cancer boundary detection”addomitnot mine

NTCP model for hypothyroidism after supraclavicular-directed radiation therapy for breast cancer

Huakang Huang, John Roberson, Wei Hou, Kartik Mani, Edward Valentine, Samuel Ryu, A. Stessin

ORCID match Radiotherapy and Oncology · 2020 · Found in OpenAlex, PubMed

DOI: 10.1016/j.radonc.2020.09.003

Choose for “NTCP model for hypothyroidism after supraclavicular-directed radiation therapy for breast cancer”addomitnot mine

Radiosurgery and Checkpoint Blockade Confer Pathologic Complete Response in Mouse Glioblastoma Multiforme with Distinct Immunologic and Radiographic Signatures

Mariano Guardia Clausi, A. Stessin, Kartik Mani, Jing Zhao, Richard B. Cattell, A. Zigomalas, Timothy Q. Duong, Stella E. Tsirka, Seong Yeob Ryu

ORCID match International Journal of Radiation Oncology*Biology*Physics · 2018 · Found in OpenAlex

DOI: 10.1016/j.ijrobp.2018.07.739

Choose for “Radiosurgery and Checkpoint Blockade Confer Pathologic Complete Response in Mouse Glioblastoma Multiforme with Distinct Immunologic and Radiographic Signatures”addomitnot mine

Effect of Whole Brain Radiation Therapy on the Absolute Brain Volume Loss

Liuyong Pang, A. Stessin, An Ting Hsia, Kartik Mani, Wei-Huan Hou, Samuel Ryu

ORCID match International Journal of Radiation Oncology*Biology*Physics · 2018 · Found in OpenAlex

DOI: 10.1016/j.ijrobp.2018.07.1036

Choose for “Effect of Whole Brain Radiation Therapy on the Absolute Brain Volume Loss”addomitnot mine

Computer Support for Home-Based Health Care

Kartik Mani

ORCID match DSpace@MIT (Massachusetts Institute of Technology) · 2001 · Found in OpenAlex

Choose for “Computer Support for Home-Based Health Care”addomitnot mine

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