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
Radiomics and radiogenomics in gliomas: a contemporary update
Singh, Gagandeep, Manjila, Sunil, Sakla, Nicole, True, Alan, Wardeh, Amr H, Beig, Niha, Vaysberg, Anatoliy, Matthews, John, Prasanna, Prateek, Spektor, Vadim
Published in British journal of cancer (31.08.2021)
Published in British journal of cancer (31.08.2021)
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Journal Article
Perinodular and Intranodular Radiomic Features on Lung CT Images Distinguish Adenocarcinomas from Granulomas
Beig, Niha, Khorrami, Mohammadhadi, Alilou, Mehdi, Prasanna, Prateek, Braman, Nathaniel, Orooji, Mahdi, Rakshit, Sagar, Bera, Kaustav, Rajiah, Prabhakar, Ginsberg, Jennifer, Donatelli, Christopher, Thawani, Rajat, Yang, Michael, Jacono, Frank, Tiwari, Pallavi, Velcheti, Vamsidhar, Gilkeson, Robert, Linden, Philip, Madabhushi, Anant
Published in Radiology (01.03.2019)
Published in Radiology (01.03.2019)
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Journal Article
Radiogenomic analysis of hypoxia pathway is predictive of overall survival in Glioblastoma
Beig, Niha, Patel, Jay, Prasanna, Prateek, Hill, Virginia, Gupta, Amit, Correa, Ramon, Bera, Kaustav, Singh, Salendra, Partovi, Sasan, Varadan, Vinay, Ahluwalia, Manmeet, Madabhushi, Anant, Tiwari, Pallavi
Published in Scientific reports (08.01.2018)
Published in Scientific reports (08.01.2018)
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Journal Article
CT derived radiomic score for predicting the added benefit of adjuvant chemotherapy following surgery in stage I, II resectable non-small cell lung cancer: a retrospective multicohort study for outcome prediction
Vaidya, Pranjal, Bera, Kaustav, Gupta, Amit, Wang, Xiangxue, Corredor, Germán, Fu, Pingfu, Beig, Niha, Prasanna, Prateek, Patil, Pradnya D, Velu, Priya D, Rajiah, Prabhakar, Gilkeson, Robert, Feldman, Michael D, Choi, Humberto, Velcheti, Vamsidhar, Madabhushi, Anant
Published in The Lancet. Digital health (01.03.2020)
Published in The Lancet. Digital health (01.03.2020)
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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
Quantitative vessel tortuosity: A potential CT imaging biomarker for distinguishing lung granulomas from adenocarcinomas
Alilou, Mehdi, Orooji, Mahdi, Beig, Niha, Prasanna, Prateek, Rajiah, Prabhakar, Donatelli, Christopher, Velcheti, Vamsidhar, Rakshit, Sagar, Yang, Michael, Jacono, Frank, Gilkeson, Robert, Linden, Philip, Madabhushi, Anant
Published in Scientific reports (16.10.2018)
Published in Scientific reports (16.10.2018)
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Journal Article
Image analysis reveals molecularly distinct patterns of TILs in NSCLC associated with treatment outcome
Ding, Ruiwen, Prasanna, Prateek, Corredor, Germán, Barrera, Cristian, Zens, Philipp, Lu, Cheng, Velu, Priya, Leo, Patrick, Beig, Niha, Li, Haojia, Toro, Paula, Berezowska, Sabina, Baxi, Vipul, Balli, David, Belete, Merzu, Rimm, David L, Velcheti, Vamsidhar, Schalper, Kurt, Madabhushi, Anant
Published in NPJ precision oncology (03.06.2022)
Published in NPJ precision oncology (03.06.2022)
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Journal Article
Combination of computer extracted shape and texture features enables discrimination of granulomas from adenocarcinoma on chest computed tomography
Orooji, Mahdi, Alilou, Mehdi, Rakshit, Sagar, Beig, Niha, Khorrami, Mohammad Hadi, Rajiah, Prabhakar, Thawani, Rajat, Ginsberg, Jennifer, Donatelli, Christopher, Yang, Michael, Jacono, Frank, Gilkeson, Robert, Velcheti, Vamsidhar, Linden, Philip, Madabhushi, Anant
Published in Journal of medical imaging (Bellingham, Wash.) (01.04.2018)
Published in Journal of medical imaging (Bellingham, Wash.) (01.04.2018)
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Journal Article
Technical Note: MRQy - An open-source tool for quality control of MR imaging data
Sadri, Amir Reza, Janowczyk, Andrew, Zhou, Ren, Verma, Ruchika, Beig, Niha, Antunes, Jacob, Madabhushi, Anant, Tiwari, Pallavi, Viswanath, Satish E
Published in Medical physics (Lancaster) (01.12.2020)
Published in Medical physics (Lancaster) (01.12.2020)
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Journal Article
Radiogenomic-Based Survival Risk Stratification of Tumor Habitat on Gd-T1w MRI Is Associated with Biological Processes in Glioblastoma
Beig, Niha, Bera, Kaustav, Prasanna, Prateek, Antunes, Jacob, Correa, Ramon, Singh, Salendra, Saeed Bamashmos, Anas, Ismail, Marwa, Braman, Nathaniel, Verma, Ruchika, Hill, Virginia B, Statsevych, Volodymyr, Ahluwalia, Manmeet S, Varadan, Vinay, Madabhushi, Anant, Tiwari, Pallavi
Published in Clinical cancer research (15.04.2020)
Published in Clinical cancer research (15.04.2020)
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Journal Article
Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to Characterize Tumor Field Effect: Application to Survival Prediction in Glioblastoma
Ismail, Marwa, Prasanna, Prateek, Bera, Kaustav, Statsevych, Volodymyr, Hill, Virginia, Singh, Gagandeep, Partovi, Sasan, Beig, Niha, McGarry, Sean, Laviolette, Peter, Ahluwalia, Manmeet, Madabhushi, Anant, Tiwari, Pallavi
Published in IEEE transactions on medical imaging (01.07.2022)
Published in IEEE transactions on medical imaging (01.07.2022)
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Journal Article
An integrated segmentation and shape-based classification scheme for distinguishing adenocarcinomas from granulomas on lung CT
Alilou, Mehdi, Beig, Niha, Orooji, Mahdi, Rajiah, Prabhakar, Velcheti, Vamsidhar, Rakshit, Sagar, Reddy, Niyoti, Yang, Michael, Jacono, Frank, Gilkeson, Robert C, Linden, Philip, Madabhushi, Anant
Published in Medical physics (Lancaster) (01.07.2017)
Published in Medical physics (Lancaster) (01.07.2017)
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Journal Article
Association of Peritumoral Radiomics With Tumor Biology and Pathologic Response to Preoperative Targeted Therapy for HER2 (ERBB2)-Positive Breast Cancer
Braman, Nathaniel, Prasanna, Prateek, Whitney, Jon, Singh, Salendra, Beig, Niha, Etesami, Maryam, Bates, David D B, Gallagher, Katherine, Bloch, B Nicolas, Vulchi, Manasa, Turk, Paulette, Bera, Kaustav, Abraham, Jame, Sikov, William M, Somlo, George, Harris, Lyndsay N, Gilmore, Hannah, Plecha, Donna, Varadan, Vinay, Madabhushi, Anant
Published in JAMA network open (05.04.2019)
Published in JAMA network open (05.04.2019)
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Journal Article
Reproducibility analysis of multi-institutional paired expert annotations and radiomic features of the Ivy Glioblastoma Atlas Project (Ivy GAP) dataset
Pati, Sarthak, Verma, Ruchika, Akbari, Hamed, Bilello, Michel, Hill, Virginia B, Sako, Chiharu, Correa, Ramon, Beig, Niha, Venet, Ludovic, Thakur, Siddhesh, Serai, Prashant, Ha, Sung Min, Blake, Geri D, Shinohara, Russell Taki, Tiwari, Pallavi, Bakas, Spyridon
Published in Medical physics (Lancaster) (01.12.2020)
Published in Medical physics (Lancaster) (01.12.2020)
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Journal Article
Sexually dimorphic radiogenomic models identify distinct imaging and biological pathways that are prognostic of overall survival in glioblastoma
Beig, Niha, Singh, Salendra, Bera, Kaustav, Prasanna, Prateek, Singh, Gagandeep, Chen, Jonathan, Saeed Bamashmos, Anas, Barnett, Addison, Hunter, Kyle, Statsevych, Volodymyr, Hill, Virginia B, Varadan, Vinay, Madabhushi, Anant, Ahluwalia, Manmeet S, Tiwari, Pallavi
Published in Neuro-oncology (Charlottesville, Va.) (25.02.2021)
Published in Neuro-oncology (Charlottesville, Va.) (25.02.2021)
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Journal Article
NIMG-27. RADIOGENOMIC ANALYSIS OF GLIOBLASTOMA REVEALS TEXTURAL FEATURES FROM MRI THAT CORRELATE WITH GENOMIC IMMUNE SCORE AND ARE ALSO PREDICTIVE OF CHEMO-RADIATION TREATMENT RESPONSE
Beig, Niha, Braman, Nathaniel, Prasanna, Prateek, Varadan, Vinay, Madabhushi, Anant, Tiwari, Pallavi
Published in Neuro-oncology (Charlottesville, Va.) (05.11.2018)
Published in Neuro-oncology (Charlottesville, Va.) (05.11.2018)
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Journal Article
NIMG-26. RADIOMIC FEATURES OF GLIOBLASTOMA ON PRE-TREATMENT GD-T1W MRI ARE PREDICTIVE OF RESPONSE TO CHEMO-RADIATION THERAPY AND ASSOCIATED WITH AKT AND APOPTOSIS PATHWAYS
Beig, Niha, Prasanna, Prateek, Verma, Ruchika, Hill, Virginia, Varadan, Vinay, Madabhushi, Anant, Tiwari, Pallavi
Published in Neuro-oncology (Charlottesville, Va.) (05.11.2018)
Published in Neuro-oncology (Charlottesville, Va.) (05.11.2018)
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Journal Article