Dimensionality reduction-based fusion approaches for imaging and non-imaging biomedical data: concepts, workflow, and use-cases

di Viswanath, Satish E., Tiwari, Pallavi, Lee, George, Madabhushi, Anant
Pubblicato in BMC Med Imaging (2017)

Identifying Cross-Scale Associations between Radiomic and Pathomic Signatures of Non-Small Cell Lung Cancer Subtypes: Preliminary Results

di Alvarez-Jimenez, Charlems, Sandino, Alvaro A., Prasanna, Prateek, Gupta, Amit, Viswanath, Satish E., Romero, Eduardo
Pubblicato in Cancers (Basel) (2020)

Technical Note: MRQy – An Open-Source Tool for Quality Control of MR Imaging Data

di Sadri, Amir Reza, Janowczyk, Andrew, Zhou, Ren, Verma, Ruchika, Beig, Niha, Antunes, Jacob, Madabhushi, Anant, Tiwari, Pallavi, Viswanath, Satish E
Pubblicato in Med Phys (2020)

Novel PCA-VIP Scheme for Ranking MRI Protocols and Identifying Computer-Extracted MRI Measurements Associated With Central Gland and Peripheral Zone Prostate Tumors

di Ginsburg, Shoshana B., Viswanath, Satish E., Bloch, B. Nicolas, Rofsky, Neil M., Genega, Elizabeth M., Lenkinski, Robert E., Madabhushi, Anant
Pubblicato in J Magn Reson Imaging (2014)

Multisite evaluation of radiomic feature reproducibility and discriminability for identifying peripheral zone prostate tumors on MRI

di Chirra, Prathyush, Leo, Patrick, Yim, Michael, Bloch, B. Nicolas, Rastinehad, Ardeshir R., Purysko, Andrei, Rosen, Mark, Madabhushi, Anant, Viswanath, Satish E.
Pubblicato in J Med Imaging (Bellingham) (2019)

Central Gland and Peripheral Zone Prostate Tumors have Significantly Different Quantitative Imaging Signatures on 3 Tesla Endorectal, In Vivo T2-Weighted Magnetic Resonance Imagery

di Viswanath, Satish E., Bloch, Nicolas B., Chappelow, Jonathan C., Toth, Robert, Rofsky, Neil M., Genega, Elizabeth M., Lenkinski, Robert E., Madabhushi, Anant
Pubblicazione 2012

Comparing radiomic classifiers and classifier ensembles for detection of peripheral zone prostate tumors on T2-weighted MRI: a multi-site study

di Viswanath, Satish E., Chirra, Prathyush V., Yim, Michael C., Rofsky, Neil M., Purysko, Andrei S., Rosen, Mark A., Bloch, B Nicolas, Madabhushi, Anant
Pubblicato in BMC Med Imaging (2019)

Radiomic features of primary rectal cancers on baseline T2-weighted MRI are associated with pathologic complete response to neo-adjuvant chemoradiation: A multi-site study

di Antunes, Jacob T., Ofshteyn, Asya, Bera, Kaustav, Wang, Erik Y., Brady, Justin T., Willis, Joseph E., Friedman, Kenneth A., Marderstein, Eric L., Kalady, Matthew F., Stein, Sharon L., Purysko, Andrei S., Paspulati, Rajmohan, Gollamudi, Jayakrishna, Madabhushi, Anant, Viswanath, Satish E.
Pubblicato in J Magn Reson Imaging (2020)

Radiomic Texture and Shape Descriptors of the Rectal Environment on Post-Chemoradiation T2-Weighted MRI are Associated with Pathologic Tumor Stage Regression in Rectal Cancers: A R...

di Alvarez-Jimenez, Charlems, Antunes, Jacob T., Talasila, Nitya, Bera, Kaustav, Brady, Justin T., Gollamudi, Jayakrishna, Marderstein, Eric, Kalady, Matthew F., Purysko, Andrei, Willis, Joseph E., Stein, Sharon, Friedman, Kenneth, Paspulati, Rajmohan, Delaney, Conor P., Romero, Eduardo, Madabhushi, Anant, Viswanath, Satish E.
Pubblicato in Cancers (Basel) (2020)