Dimitri Kontos

Affiliations

Life Sciences, Burnet Institute, Melbourne, VIC 3004, Australia.
Department of Microbiology, Monash University, Melbourne, VIC 3800, Australia.

Publications (20)

The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview.

Brainlesion : glioma, multiple sclerosis, stroke and traumatic brain injuries. BrainLes (Workshop)

Avec: Sarthak Pati , Ashish Singh , Saima Rathore , Aimilia Gastounioti , Mark Bergman , Phuc Ngo , Sung Min Ha , Dimitrios Bounias , James Minock , Grayson Murphy , Hongming Li , Amit Bhattarai , Adam Wolf , Patmaa Sridaran , Ratheesh Kalarot , Hamed Akbari , Aristeidis Sotiras , Siddhesh P Thakur , Ragini Verma , Russell T Shinohara , Paul Yushkevich , Yong Fan , Despina Kontos , Christos Davatzikos , Spyridon Bakas

Infectious KoRV-related retroviruses circulating in Australian bats.

Proceedings of the National Academy of Sciences of the United States of America

Avec: Joshua A Hayward , Mary Tachedjian , Claudia Kohl , Adam Johnson , Megan Dearnley , Brianna Jesaveluk , Christine Langer , Philip D Solymosi , Georg Hille , Andreas Nitsche , Cecilia A Sánchez , Adam Werner , Gary Crameri , Glenn A Marsh , Michelle L Baker , Pantelis Poumbourios , Heidi E Drummer , Edward C Holmes , Lin-Fa Wang , Ina Smith , Gilda Tachedjian

Evaluation of LIBRA Software for Fully Automated Mammographic Density Assessment in Breast Cancer Risk Prediction.

Radiology

Avec: Aimilia Gastounioti , Christine Damases Kasi , Christopher G Scott , Kathleen R Brandt , Matthew R Jensen , Carrie B Hruska , Fang F Wu , Aaron D Norman , Emily F Conant , Stacey J Winham , Karla Kerlikowske , Despina Kontos , Celine M Vachon

Machine learning highlights the deficiency of conventional dosimetric constraints for prevention of high-grade radiation esophagitis in non-small cell lung cancer treated with chemoradiation.

Clinical and translational radiation oncology

Avec: José Marcio Luna , Hann-Hsiang Chao , Russel T Shinohara , Lyle H Ungar , Keith A Cengel , Daniel A Pryma , Chidambaram Chinniah , Abigail T Berman , Sharyn I Katz , Despina Kontos , Charles B Simone , Eric S Diffenderfer

Measurement challenge: protocol for international case-control comparison of mammographic measures that predict breast cancer risk.

BMJ open

Avec: Evenda Dench , Daniela Bond-Smith , Ellie Darcey , Grant Lee , Ye K Aung , Ariane Chan , Jack Cuzick , Ze Y Ding , Chris F Evans , Jennifer Harvey , Ralph Highnam , Meng-Kang Hsieh , Despina Kontos , Shuai Li , Shivaani Mariapun , Carolyn Nickson , Tuong L Nguyen , Said Pertuz , Pietro Procopio , Nadia Rajaram , Kathy Repich , Maxine Tan , Soo-Hwang Teo , Nhut Ho Trinh , Giske Ursin , Chao Wang , Isabel Dos-Santos-Silva , Valerie McCormack , Mads Nielsen , John Shepherd , John L Hopper , Jennifer Stone

Imaging Phenotypes of Breast Cancer Heterogeneity in Preoperative Breast Dynamic Contrast Enhanced Magnetic Resonance Imaging (DCE-MRI) Scans Predict 10-Year Recurrence.

Clinical cancer research : an official journal of the American Association for Cancer Research

Avec: Rhea D Chitalia , Jennifer Rowland , Elizabeth S McDonald , Lauren Pantalone , Eric A Cohen , Aimilia Gastounioti , Michael Feldman , Mitchell Schnall , Emily Conant , Despina Kontos

Effect of Mammographic Screening Modality on Breast Density Assessment: Digital Mammography versus Digital Breast Tomosynthesis.

Radiology

Avec: Aimilia Gastounioti , Anne Marie McCarthy , Lauren Pantalone , Marie Synnestvedt , Despina Kontos , Emily F Conant

Precision diagnostics based on machine learning-derived imaging signatures.

Magnetic resonance imaging

Avec: Christos Davatzikos , Aristeidis Sotiras , Yong Fan , Mohamad Habes , Guray Erus , Saima Rathore , Spyridon Bakas , Rhea Chitalia , Aimilia Gastounioti , Despina Kontos

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

European journal of nuclear medicine and molecular imaging

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

Association of breast cancer with MRI background parenchymal enhancement: the IMAGINE case-control study.

Breast cancer research : BCR

Avec: Gordon P Watt , Janice Sung , Elizabeth A Morris , Saundra S Buys , Angela R Bradbury , Jennifer D Brooks , Emily F Conant , Susan P Weinstein , Despina Kontos , Meghan Woods , Sarah V Colonna , Xiaolin Liang , Matthew A Stein , Malcolm C Pike , Jonine L Bernstein

Benefits of tai ji quan practice on neuromuscular functions in older adults: A Systematic Review and meta-analysis.

Complementary therapies in clinical practice

Avec: Yang Hu , Cecilia Kattan , Dena Kontos , Weimo Zhu , Manuel E Hernandez

Cancer Imaging Phenomics via CaPTk: Multi-Institutional Prediction of Progression-Free Survival and Pattern of Recurrence in Glioblastoma.

JCO clinical cancer informatics

Avec: Anahita Fathi Kazerooni , Hamed Akbari , Gaurav Shukla , Chaitra Badve , Jeffrey D Rudie , Chiharu Sako , Saima Rathore , Spyridon Bakas , Sarthak Pati , Ashish Singh , Mark Bergman , Sung Min Ha , Despina Kontos , MacLean Nasrallah , Stephen J Bagley , Robert A Lustig , Donald M O'Rourke , Andrew E Sloan , Jill S Barnholtz-Sloan , Suyash Mohan , Michel Bilello , Christos Davatzikos

Validation of Breast Cancer Risk Models by Race/Ethnicity, Family History and Molecular Subtypes.

Cancers

Avec: Anne Marie McCarthy , Yi Liu , Sarah Ehsan , Zoe Guan , Jane Liang , Theodore Huang , Kevin Hughes , Alan Semine , Despina Kontos , Emily Conant , Constance Lehman , Katrina Armstrong , Danielle Braun , Giovanni Parmigiani , Jinbo Chen

Dose finding studies for therapies with late-onset toxicities: A comparison study of designs.

Statistics in medicine

Avec: Helen Barnett , Oliver Boix , Dimitris Kontos , Thomas Jaki

Changes in mammographic density and risk of breast cancer among a diverse cohort of women undergoing mammography screening.

Breast cancer research and treatment

Avec: Aimilia Gastounioti , Eric A Cohen , Lauren Pantalone , Sarah Ehsan , Sanjana Vasudevan , Avinash Kurudi , Emily F Conant , Jinbo Chen , Despina Kontos , Anne Marie McCarthy

Breast density quantitative measures and breast cancer risk among screened Black women.

JNCI cancer spectrum

Avec: Mattia A Mahmoud , Sarah Ehsan , Lauren Pantalone , Walter Mankowski , Emily F Conant , Despina Kontos , Jinbo Chen , Anne Marie McCarthy

Breast Multiparametric MRI for Prediction of Neoadjuvant Chemotherapy Response in Breast Cancer: The BMMR2 Challenge.

Radiology. Imaging cancer

Avec: Wen Li , Savannah C Partridge , David C Newitt , Jon Steingrimsson , Helga S Marques , Patrick J Bolan , Michael Hirano , Benjamin Aaron Bearce , Jayashree Kalpathy-Cramer , Michael A Boss , Xinzhi Teng , Jiang Zhang , Jing Cai , Despina Kontos , Eric A Cohen , Walter C Mankowski , Michael Liu , Richard Ha , Oscar J Pellicer-Valero , Klaus Maier-Hein , Simona Rabinovici-Cohen , Tal Tlusty , Michal Ozery-Flato , Vishwa S Parekh , Michael A Jacobs , Ran Yan , Kyunghyun Sung , Anum S Kazerouni , Julie C DiCarlo , Thomas E Yankeelov , Thomas L Chenevert , Nola M Hylton

Robust Radiomic Feature Selection in Digital Mammography: Understanding the Effect of Imaging Acquisition Physics Using Phantom and Clinical Data Analysis.

Proceedings of SPIE--the International Society for Optical Engineering

Avec: Raymond J Acciavatti , Eric A Cohen , Omid Haji Maghsoudi , Aimilia Gastounioti , Lauren Pantalone , Meng-Kang Hsieh , Emily F Conant , Christopher G Scott , Stacey J Winham , Karla Kerlikowske , Celine Vachon , Andrew D A Maidment , Despina Kontos

Changes in breast density over serial mammograms: A case-control study.

European journal of radiology

Avec: Hanna Sartor , Despina Kontos , Susann Ullén , Hannie Förnvik , Daniel Förnvik

Prediction of Treatment Response to Neoadjuvant Chemotherapy for Breast Cancer via Early Changes in Tumor Heterogeneity Captured by DCE-MRI Registration.

Scientific reports

Avec: Nariman Jahani , Eric Cohen , Meng-Kang Hsieh , Susan P Weinstein , Lauren Pantalone , Nola Hylton , David Newitt , Christos Davatzikos , Despina Kontos

Réseau de co-auteurs

Despina Kontos 17 collaborations

Aimilia Gastounioti 8 collaborations

Emily F Conant 6 collaborations

Lauren Pantalone 6 collaborations

Eric A Cohen 5 collaborations

Christos Davatzikos 4 collaborations

Anne Marie McCarthy 4 collaborations

Saima Rathore 3 collaborations

Spyridon Bakas 3 collaborations

Meng-Kang Hsieh 3 collaborations

Sarah Ehsan 3 collaborations

Jinbo Chen 3 collaborations

Sarthak Pati 2 collaborations

Ashish Singh 2 collaborations

Mark Bergman 2 collaborations

Sung Min Ha 2 collaborations

Hamed Akbari 2 collaborations

Aristeidis Sotiras 2 collaborations

Yong Fan 2 collaborations

Christopher G Scott 2 collaborations

Stacey J Winham 2 collaborations

Karla Kerlikowske 2 collaborations

Emily Conant 2 collaborations

Rhea Chitalia 2 collaborations

Susan P Weinstein 2 collaborations

Phuc Ngo 1 collaboration

Dimitrios Bounias 1 collaboration

James Minock 1 collaboration

Grayson Murphy 1 collaboration

Hongming Li 1 collaboration

Amit Bhattarai 1 collaboration

Adam Wolf 1 collaboration

Patmaa Sridaran 1 collaboration

Ratheesh Kalarot 1 collaboration

Siddhesh P Thakur 1 collaboration

Ragini Verma 1 collaboration

Russell T Shinohara 1 collaboration

Paul Yushkevich 1 collaboration

Joshua A Hayward 1 collaboration

Mary Tachedjian 1 collaboration

Claudia Kohl 1 collaboration

Adam Johnson 1 collaboration

Megan Dearnley 1 collaboration

Brianna Jesaveluk 1 collaboration

Christine Langer 1 collaboration

Philip D Solymosi 1 collaboration

Georg Hille 1 collaboration

Andreas Nitsche 1 collaboration

Cecilia A Sánchez 1 collaboration

Adam Werner 1 collaboration

Gary Crameri 1 collaboration

Glenn A Marsh 1 collaboration

Michelle L Baker 1 collaboration

Pantelis Poumbourios 1 collaboration

Heidi E Drummer 1 collaboration

Edward C Holmes 1 collaboration

Lin-Fa Wang 1 collaboration

Ina Smith 1 collaboration

Gilda Tachedjian 1 collaboration

Christine Damases Kasi 1 collaboration

Kathleen R Brandt 1 collaboration

Matthew R Jensen 1 collaboration

Carrie B Hruska 1 collaboration

Fang F Wu 1 collaboration

Aaron D Norman 1 collaboration

Celine M Vachon 1 collaboration

José Marcio Luna 1 collaboration

Hann-Hsiang Chao 1 collaboration

Russel T Shinohara 1 collaboration

Lyle H Ungar 1 collaboration

Keith A Cengel 1 collaboration

Daniel A Pryma 1 collaboration

Chidambaram Chinniah 1 collaboration

Abigail T Berman 1 collaboration

Sharyn I Katz 1 collaboration

Charles B Simone 1 collaboration

Eric S Diffenderfer 1 collaboration

Evenda Dench 1 collaboration

Daniela Bond-Smith 1 collaboration

Ellie Darcey 1 collaboration

Grant Lee 1 collaboration

Ye K Aung 1 collaboration

Ariane Chan 1 collaboration

Jack Cuzick 1 collaboration

Ze Y Ding 1 collaboration

Chris F Evans 1 collaboration

Jennifer Harvey 1 collaboration

Ralph Highnam 1 collaboration

Shuai Li 1 collaboration

Shivaani Mariapun 1 collaboration

Carolyn Nickson 1 collaboration

Tuong L Nguyen 1 collaboration

Said Pertuz 1 collaboration

Pietro Procopio 1 collaboration

Nadia Rajaram 1 collaboration

Kathy Repich 1 collaboration

Maxine Tan 1 collaboration

Soo-Hwang Teo 1 collaboration

Nhut Ho Trinh 1 collaboration

Giske Ursin 1 collaboration

Chao Wang 1 collaboration

Isabel Dos-Santos-Silva 1 collaboration

Valerie McCormack 1 collaboration

Mads Nielsen 1 collaboration

John Shepherd 1 collaboration

John L Hopper 1 collaboration

Jennifer Stone 1 collaboration

Rhea D Chitalia 1 collaboration

Jennifer Rowland 1 collaboration

Elizabeth S McDonald 1 collaboration

Michael Feldman 1 collaboration

Mitchell Schnall 1 collaboration

Marie Synnestvedt 1 collaboration

Mohamad Habes 1 collaboration

Guray Erus 1 collaboration

Varsha Viswanath 1 collaboration

Austin R Pantel 1 collaboration

Lanell M Peterson 1 collaboration

Mark Muzi 1 collaboration

Joel Karp 1 collaboration

David A Mankoff 1 collaboration

Gordon P Watt 1 collaboration

Janice Sung 1 collaboration

Elizabeth A Morris 1 collaboration

Saundra S Buys 1 collaboration

Angela R Bradbury 1 collaboration

Jennifer D Brooks 1 collaboration

Meghan Woods 1 collaboration

Sarah V Colonna 1 collaboration

Xiaolin Liang 1 collaboration

Matthew A Stein 1 collaboration

Malcolm C Pike 1 collaboration

Jonine L Bernstein 1 collaboration

Yang Hu 1 collaboration

Cecilia Kattan 1 collaboration

Dena Kontos 1 collaboration

Weimo Zhu 1 collaboration

Manuel E Hernandez 1 collaboration

Anahita Fathi Kazerooni 1 collaboration

Gaurav Shukla 1 collaboration

Chaitra Badve 1 collaboration

Jeffrey D Rudie 1 collaboration

Chiharu Sako 1 collaboration

MacLean Nasrallah 1 collaboration

Stephen J Bagley 1 collaboration

Robert A Lustig 1 collaboration

Donald M O'Rourke 1 collaboration

Andrew E Sloan 1 collaboration

Jill S Barnholtz-Sloan 1 collaboration

Suyash Mohan 1 collaboration

Michel Bilello 1 collaboration

Yi Liu 1 collaboration

Zoe Guan 1 collaboration

Jane Liang 1 collaboration

Theodore Huang 1 collaboration

Kevin Hughes 1 collaboration

Alan Semine 1 collaboration

Constance Lehman 1 collaboration

Katrina Armstrong 1 collaboration

Danielle Braun 1 collaboration

Giovanni Parmigiani 1 collaboration

Helen Barnett 1 collaboration

Oliver Boix 1 collaboration

Dimitris Kontos 1 collaboration

Thomas Jaki 1 collaboration

Sanjana Vasudevan 1 collaboration

Avinash Kurudi 1 collaboration

Mattia A Mahmoud 1 collaboration

Walter Mankowski 1 collaboration

Wen Li 1 collaboration

Savannah C Partridge 1 collaboration

David C Newitt 1 collaboration

Jon Steingrimsson 1 collaboration

Helga S Marques 1 collaboration

Patrick J Bolan 1 collaboration

Michael Hirano 1 collaboration

Benjamin Aaron Bearce 1 collaboration

Jayashree Kalpathy-Cramer 1 collaboration

Michael A Boss 1 collaboration

Xinzhi Teng 1 collaboration

Jiang Zhang 1 collaboration

Jing Cai 1 collaboration

Walter C Mankowski 1 collaboration

Michael Liu 1 collaboration

Richard Ha 1 collaboration

Oscar J Pellicer-Valero 1 collaboration

Klaus Maier-Hein 1 collaboration

Simona Rabinovici-Cohen 1 collaboration

Tal Tlusty 1 collaboration

Michal Ozery-Flato 1 collaboration

Vishwa S Parekh 1 collaboration

Michael A Jacobs 1 collaboration

Ran Yan 1 collaboration

Kyunghyun Sung 1 collaboration

Anum S Kazerouni 1 collaboration

Julie C DiCarlo 1 collaboration

Thomas E Yankeelov 1 collaboration

Thomas L Chenevert 1 collaboration

Nola M Hylton 1 collaboration

Raymond J Acciavatti 1 collaboration

Omid Haji Maghsoudi 1 collaboration

Celine Vachon 1 collaboration

Andrew D A Maidment 1 collaboration

Hanna Sartor 1 collaboration

Susann Ullén 1 collaboration

Hannie Förnvik 1 collaboration

Daniel Förnvik 1 collaboration

Nariman Jahani 1 collaboration

Eric Cohen 1 collaboration

Nola Hylton 1 collaboration

David Newitt 1 collaboration