 Taman Upadhaya, PhD
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| Title(s) | Postdoctoral Scholar, Radiation Oncology |
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| School | School of Medicine |
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| Address | 505 Parnassus Avenue
San Francisco CA 94117
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| Phone | -- |
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| vCard | Download vCard |
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 Overview I am a postdoctoral researcher working in the department of radiation oncology at the University of California San Francisco (UCSF) Medical Center. I do biomedical data science. My research is focused on prognostic/predictive models for oncology using multi-omics data ( Histopathology (H&E and SHG images), PET/CT/MRI, genomics, radiomics, histomics, clinical and demographic information, ...) and "classical machine/deep learning" algorithms.
List of publications:
https://scholar.google.com/citations?user=RuVA5rUAAAAJ&hl=en
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Non-invasive imaging prediction of tumor hypoxia: A novel developed and externally validated CT and FDG-PET-based radiomic signatures. Radiother Oncol. 2020 Dec; 153:97-105.
Sanduleanu S, Jochems A, Upadhaya T, Even AJG, Leijenaar RTH, Dankers FJWM, Klaassen R, Woodruff HC, Hatt M, Kaanders HJAM, Hamming-Vrieze O, van Laarhoven HWM, Subramiam RM, Huang SH, O'Sullivan B, Bratman SV, Dubois LJ, Miclea RL, Di Perri D, Geets X, Crispin-Ortuzar M, Apte A, Deasy JO, Oh JH, Lee NY, Humm JL, Schöder H, De Ruysscher D, Hoebers F, Lambin P. PMID: 33137396.
View in: PubMed Mentions: Fields:
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The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping. Radiology. 2020 05; 295(2):328-338.
Zwanenburg A, Vallières M, Abdalah MA, Aerts HJWL, Andrearczyk V, Apte A, Ashrafinia S, Bakas S, Beukinga RJ, Boellaard R, Bogowicz M, Boldrini L, Buvat I, Cook GJR, Davatzikos C, Depeursinge A, Desseroit MC, Dinapoli N, Dinh CV, Echegaray S, El Naqa I, Fedorov AY, Gatta R, Gillies RJ, Goh V, Götz M, Guckenberger M, Ha SM, Hatt M, Isensee F, Lambin P, Leger S, Leijenaar RTH, Lenkowicz J, Lippert F, Losnegård A, Maier-Hein KH, Morin O, Müller H, Napel S, Nioche C, Orlhac F, Pati S, Pfaehler EAG, Rahmim A, Rao AUK, Scherer J, Siddique MM, Sijtsema NM, Socarras Fernandez J, Spezi E, Steenbakkers RJHM, Tanadini-Lang S, Thorwarth D, Troost EGC, Upadhaya T, Valentini V, van Dijk LV, van Griethuysen J, van Velden FHP, Whybra P, Richter C, Löck S. PMID: 32154773.
View in: PubMed Mentions: 59 Fields: Translation: Humans
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Qualitative and quantitative reproducibility of [18]fluoromethycholine PET/computed tomography in prostate cancer. Nucl Med Commun. 2020 Feb; 41(2):147-154.
Pinto-Leite T, Tixier F, Upadhaya T, Gallais C, Perdrisot R, Cheze Le Rest C. PMID: 31939917.
View in: PubMed Mentions: Fields: Translation: HumansCTClinical Trials
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