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

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

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

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

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

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

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

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

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

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

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

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

door 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.
Gepubliceerd 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...

door 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.
Gepubliceerd in Cancers (Basel) (2020)