Selected Publications

Monaco James P, Tomaszewski John E, Feldman Michael D, Hagemann Ian, Moradi Mehdi, Mousavi Parvin, Boag Alexander, Davidson Chris, Abolmaesumi Purang, Madabhushi Anant: High-throughput detection of prostate cancer in histological sections using probabilistic pairwise Markov models. Medical image analysis 14(4): 617-29, Aug 2010.

Madabhushi Anant, Doyle Scott, Lee George, Basavanhally Ajay, Monaco James, Masters Steve, Tomaszewski John, Feldman Michael: Integrated diagnostics: a conceptual framework with examples. Clinical chemistry and laboratory medicine : CCLM / FESCC 48(7): 989-98, Jul 2010.

Fatakdawala Hussain, Xu Jun, Basavanhally Ajay, Bhanot Gyan, Ganesan Shridar, Feldman Michael, Tomaszewski John E, Madabhushi Anant: Expectation-maximization-driven geodesic active contour with overlap resolution (EMaGACOR): application to lymphocyte segmentation on breast cancer histopathology. IEEE transactions on bio-medical engineering 57(7): 1676-89, Jul 2010.

Agner Shannon C, Soman Salil, Libfeld Edward, McDonald Margie, Thomas Kathleen, Englander Sarah, Rosen Mark A, Chin Deanna, Nosher John, Madabhushi Anant: Textural Kinetics: A Novel Dynamic Contrast-Enhanced (DCE)-MRI Feature for Breast Lesion Classification. Journal of digital imaging : the official journal of the Society for Computer Applications in Radiology May 2010.

Juan David, Alexe Gabriela, Antes Travis, Liu Huiqing, Madabhushi Anant, Delisi Charles, Ganesan Shridhar, Bhanot Gyan, Liou Louis S: Identification of a microRNA panel for clear-cell kidney cancer. Urology 75(4): 835-41, Apr 2010.

Basavanhally Ajay Nagesh, Ganesan Shridar, Agner Shannon, Monaco James Peter, Feldman Michael D, Tomaszewski John E, Bhanot Gyan, Madabhushi Anant: Computerized image-based detection and grading of lymphocytic infiltration in HER2+ breast cancer histopathology. IEEE transactions on bio-medical engineering 57(3): 642-53, Mar 2010.

Tiwari Pallavi, Kurhanewicz John, Rosen Mark, Madabhushi Anant: Semi supervised multi kernel (SeSMiK) graph embedding: identifying aggressive prostate cancer via magnetic resonance imaging and spectroscopy. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 13(Pt 3): 666-73, 2010.

Xu Jun, Monaco James P, Madabhushi Anant: Markov random field driven region-based active contour model (MaRACel): application to medical image segmentation. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 13(Pt 3): 197-204, 2010.

Sparks Rachel, Madabhushi Anant: Novel morphometric based classification via diffeomorphic based shape representation using manifold learning. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 13(Pt 3): 658-65, 2010.

Tiwari Pallavi, Rosen Mark, Madabhushi Anant: A hierarchical spectral clustering and nonlinear dimensionality reduction scheme for detection of prostate cancer from magnetic resonance spectroscopy (MRS). Medical physics 36(9): 3927-39, Sep 2009.