 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
Bibliographic
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(Note that publications are often cited in additional ways that are not shown here.)
Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication.
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Comparison and Fusion of Machine Learning Algorithms for Prospective Validation of PET/CT Radiomic Features Prognostic Value in Stage II-III Non-Small Cell Lung Cancer. Diagnostics (Basel). 2021 Apr 09; 11(4).
Sepehri S, Tankyevych O, Upadhaya T, Visvikis D, Hatt M, Cheze Le Rest C. PMID: 33918681.
View in: PubMed Mentions:
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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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| Year | Publications |
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| 2020 | 3 | | 2021 | 1 |
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This graph shows the number and percent of publications by field.
Fields are based on how the National Library of Medicine (NLM) classifies the publications' journals and might not represent the specific topics of the publications.
Note that an individual publication can be assigned to more than one field. As a result, the publication counts in this graph might add up to more than the number of publications the person has written.
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