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

af Viswanath, Satish E., Tiwari, Pallavi, Lee, George, Madabhushi, Anant
Udgivet i BMC Med Imaging (2017)

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

af Alvarez-Jimenez, Charlems, Sandino, Alvaro A., Prasanna, Prateek, Gupta, Amit, Viswanath, Satish E., Romero, Eduardo
Udgivet i Cancers (Basel) (2020)

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

af Sadri, Amir Reza, Janowczyk, Andrew, Zhou, Ren, Verma, Ruchika, Beig, Niha, Antunes, Jacob, Madabhushi, Anant, Tiwari, Pallavi, Viswanath, Satish E
Udgivet i 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

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

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

af Chirra, Prathyush, Leo, Patrick, Yim, Michael, Bloch, B. Nicolas, Rastinehad, Ardeshir R., Purysko, Andrei, Rosen, Mark, Madabhushi, Anant, Viswanath, Satish E.
Udgivet i 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

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

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

af Viswanath, Satish E., Chirra, Prathyush V., Yim, Michael C., Rofsky, Neil M., Purysko, Andrei S., Rosen, Mark A., Bloch, B Nicolas, Madabhushi, Anant
Udgivet i 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

af 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.
Udgivet i 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...

af 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.
Udgivet i Cancers (Basel) (2020)