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

Por Viswanath, Satish E., Tiwari, Pallavi, Lee, George, Madabhushi, Anant
Publicado no BMC Med Imaging (2017)

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

Por Alvarez-Jimenez, Charlems, Sandino, Alvaro A., Prasanna, Prateek, Gupta, Amit, Viswanath, Satish E., Romero, Eduardo
Publicado no Cancers (Basel) (2020)

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

Por Chirra, Prathyush, Leo, Patrick, Yim, Michael, Bloch, B. Nicolas, Rastinehad, Ardeshir R., Purysko, Andrei, Rosen, Mark, Madabhushi, Anant, Viswanath, Satish E.
Publicado no 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

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

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

Por Viswanath, Satish E., Chirra, Prathyush V., Yim, Michael C., Rofsky, Neil M., Purysko, Andrei S., Rosen, Mark A., Bloch, B Nicolas, Madabhushi, Anant
Publicado no 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

Por 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.
Publicado no 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...

Por 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.
Publicado no Cancers (Basel) (2020)