Radiomics and radiogenomics in lung cancer: A review for the clinician
Thawani, Rajat, McLane, Michael, Beig, Niha, Ghose, Soumya, Prasanna, Prateek, Velcheti, Vamsidhar, Madabhushi, Anant
Published in Lung cancer (Amsterdam, Netherlands) (01.01.2018)
Published in Lung cancer (Amsterdam, Netherlands) (01.01.2018)
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Journal Article
Radiomic features from pretreatment biparametric MRI predict prostate cancer biochemical recurrence: Preliminary findings
Shiradkar, Rakesh, Ghose, Soumya, Jambor, Ivan, Taimen, Pekka, Ettala, Otto, Purysko, Andrei S., Madabhushi, Anant
Published in Journal of magnetic resonance imaging (01.12.2018)
Published in Journal of magnetic resonance imaging (01.12.2018)
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Journal Article
Automatic Substitute Computed Tomography Generation and Contouring for Magnetic Resonance Imaging (MRI)-Alone External Beam Radiation Therapy From Standard MRI Sequences
Dowling, Jason A., PhD, Sun, Jidi, MSc, Pichler, Peter, MPH, Rivest-Hénault, David, PhD, Ghose, Soumya, PhD, Richardson, Haylea, BMedRadSc, Wratten, Chris, FRANZCR, Martin, Jarad, MD, Arm, Jameen, MSc, Best, Leah, BSc, Chandra, Shekhar S., PhD, Fripp, Jurgen, PhD, Menk, Frederick W., PhD, Greer, Peter B., PhD
Published in International journal of radiation oncology, biology, physics (01.12.2015)
Published in International journal of radiation oncology, biology, physics (01.12.2015)
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Journal Article
Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge
Litjens, Geert, Toth, Robert, van de Ven, Wendy, Hoeks, Caroline, Kerkstra, Sjoerd, van Ginneken, Bram, Vincent, Graham, Guillard, Gwenael, Birbeck, Neil, Zhang, Jindang, Strand, Robin, Malmberg, Filip, Ou, Yangming, Davatzikos, Christos, Kirschner, Matthias, Jung, Florian, Yuan, Jing, Qiu, Wu, Gao, Qinquan, Edwards, Philip “Eddie”, Maan, Bianca, van der Heijden, Ferdinand, Ghose, Soumya, Mitra, Jhimli, Dowling, Jason, Barratt, Dean, Huisman, Henkjan, Madabhushi, Anant
Published in Medical image analysis (01.02.2014)
Published in Medical image analysis (01.02.2014)
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Journal Article
Lesion segmentation from multimodal MRI using random forest following ischemic stroke
Mitra, Jhimli, Bourgeat, Pierrick, Fripp, Jurgen, Ghose, Soumya, Rose, Stephen, Salvado, Olivier, Connelly, Alan, Campbell, Bruce, Palmer, Susan, Sharma, Gagan, Christensen, Soren, Carey, Leeanne
Published in NeuroImage (Orlando, Fla.) (01.09.2014)
Published in NeuroImage (Orlando, Fla.) (01.09.2014)
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Journal Article
Radiomic features on MRI enable risk categorization of prostate cancer patients on active surveillance: Preliminary findings
Algohary, Ahmad, Viswanath, Satish, Shiradkar, Rakesh, Ghose, Soumya, Pahwa, Shivani, Moses, Daniel, Jambor, Ivan, Shnier, Ronald, Böhm, Maret, Haynes, Anne‐Maree, Brenner, Phillip, Delprado, Warick, Thompson, James, Pulbrock, Marley, Purysko, Andrei S, Verma, Sadhna, Ponsky, Lee, Stricker, Phillip, Madabhushi, Anant
Published in Journal of magnetic resonance imaging (01.09.2018)
Published in Journal of magnetic resonance imaging (01.09.2018)
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Journal Article
A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images
Ghose, Soumya, Oliver, Arnau, Martí, Robert, Lladó, Xavier, Vilanova, Joan C, Freixenet, Jordi, Mitra, Jhimli, Sidibé, Désiré, Meriaudeau, Fabrice
Published in Computer methods and programs in biomedicine (01.10.2012)
Published in Computer methods and programs in biomedicine (01.10.2012)
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Journal Article
Statistical machine learning to identify traumatic brain injury (TBI) from structural disconnections of white matter networks
Mitra, Jhimli, Shen, Kai-kai, Ghose, Soumya, Bourgeat, Pierrick, Fripp, Jurgen, Salvado, Olivier, Pannek, Kerstin, Taylor, D. Jamie, Mathias, Jane L., Rose, Stephen
Published in NeuroImage (Orlando, Fla.) (01.04.2016)
Published in NeuroImage (Orlando, Fla.) (01.04.2016)
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Journal Article
Mass Effect Deformation Heterogeneity (MEDH) on Gadolinium-contrast T1-weighted MRI is associated with decreased survival in patients with right cerebral hemisphere Glioblastoma: A feasibility study
Prasanna, Prateek, Mitra, Jhimli, Beig, Niha, Nayate, Ameya, Patel, Jay, Ghose, Soumya, Thawani, Rajat, Partovi, Sasan, Madabhushi, Anant, Tiwari, Pallavi
Published in Scientific reports (04.02.2019)
Published in Scientific reports (04.02.2019)
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Journal Article
MRI-alone radiation therapy planning for prostate cancer: Automatic fiducial marker detection
Ghose, Soumya, Mitra, Jhimli, Rivest-Hénault, David, Fazlollahi, Amir, Stanwell, Peter, Pichler, Peter, Sun, Jidi, Fripp, Jurgen, Greer, Peter B, Dowling, Jason A
Published in Medical physics (Lancaster) (01.05.2016)
Published in Medical physics (Lancaster) (01.05.2016)
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Journal Article
A hybrid deformable registration method to generate motion-compensated 3D virtual MRI for fusion with interventional real-time 3D ultrasound
Mitra, Jhimli, Bhushan, Chitresh, Ghose, Soumya, Mills, David, Patel, Aqsa, Chan, Heather, Tarasek, Matthew, Foo, Thomas, Wells, Shane, Jupitz, Sydney, Bednarz, Bryan, Brace, Chris, Holmes, James, Yeo, Desmond
Published in International journal for computer assisted radiology and surgery (01.08.2023)
Published in International journal for computer assisted radiology and surgery (01.08.2023)
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Journal Article
Prostate Surface Distension and Tumor Texture Descriptors From Pre-Treatment MRI Are Associated With Biochemical Recurrence Following Radical Prostatectomy: Preliminary Findings
Shiradkar, Rakesh, Ghose, Soumya, Mahran, Amr, Li, Lin, Hubbard, Isaac, Fu, Pingfu, Tirumani, Sree Harsha, Ponsky, Lee, Purysko, Andrei, Madabhushi, Anant
Published in Frontiers in oncology (20.05.2022)
Published in Frontiers in oncology (20.05.2022)
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Journal Article
A new machine learning approach for predicting likelihood of recurrence following ablation for atrial fibrillation from CT
Atta-Fosu, Thomas, LaBarbera, Michael, Ghose, Soumya, Schoenhagen, Paul, Saliba, Walid, Tchou, Patrick J, Lindsay, Bruce D, Desai, Milind Y, Kwon, Deborah, Chung, Mina K, Madabhushi, Anant
Published in BMC medical imaging (09.03.2021)
Published in BMC medical imaging (09.03.2021)
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Journal Article
Predicting Breast Cancer Events in Ductal Carcinoma In Situ (DCIS) Using Generative Adversarial Network Augmented Deep Learning Model
Ghose, Soumya, Cho, Sanghee, Ginty, Fiona, McDonough, Elizabeth, Davis, Cynthia, Zhang, Zhanpan, Mitra, Jhimli, Harris, Adrian L, Thike, Aye Aye, Tan, Puay Hoon, Gökmen-Polar, Yesim, Badve, Sunil S
Published in Cancers (23.03.2023)
Published in Cancers (23.03.2023)
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Journal Article
Tumor Infiltrating Lymphocytes in Multi-National Cohorts of Ductal Carcinoma In Situ (DCIS) of Breast
Badve, Sunil S, Cho, Sanghee, Lu, Xiaoyu, Cao, Sha, Ghose, Soumya, Thike, Aye Aye, Tan, Puay Hoon, Ocal, Idris Tolgay, Generali, Daniele, Zanconati, Fabrizio, Harris, Adrian L, Ginty, Fiona, Gökmen-Polar, Yesim
Published in Cancers (01.08.2022)
Published in Cancers (01.08.2022)
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Journal Article
Deep learning-based automated pipeline for blood vessel detection and distribution analysis in multiplexed prostate cancer images
Karageorgos, Grigorios M, Cho, Sanghee, McDonough, Elizabeth, Chadwick, Chrystal, Ghose, Soumya, Owens, Jonathan, Jung, Kyeong Joo, Machiraju, Raghu, West, Robert, Brooks, James D, Mallick, Parag, Ginty, Fiona
Published in Frontiers in bioinformatics (23.01.2024)
Published in Frontiers in bioinformatics (23.01.2024)
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Journal Article
3D reconstruction of skin and spatial mapping of immune cell density, vascular distance and effects of sun exposure and aging
Ghose, Soumya, Ju, Yingnan, McDonough, Elizabeth, Ho, Jonhan, Karunamurthy, Arivarasan, Chadwick, Chrystal, Cho, Sanghee, Rose, Rachel, Corwin, Alex, Surrette, Christine, Martinez, Jessica, Williams, Eric, Sood, Anup, Al-Kofahi, Yousef, Falo, Jr, Louis D, Börner, Katy, Ginty, Fiona
Published in Communications biology (19.07.2023)
Published in Communications biology (19.07.2023)
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Journal Article
A combination of computer extracted measurements of prostate capsule shape and tumor texture on MRI to predict biochemical recurrence post treatment
Shiradkar, Rakesh, Ghose, Soumya, Purysko, Andrei, Madabhushi, Anant
Published in Journal of clinical oncology (20.05.2017)
Published in Journal of clinical oncology (20.05.2017)
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Journal Article
Substitute CT generation from a single ultra short time echo MRI sequence: preliminary study
Ghose, Soumya, Dowling, Jason A, Rai, Robba, Liney, Gary P
Published in Physics in medicine & biology (21.04.2017)
Published in Physics in medicine & biology (21.04.2017)
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Journal Article