Publications

Cross-modality knowledge transfer for prostate segmentation from CT scans

Liu, Y., Khosravan, N., Liu, Y., Stember, J., Bagci, U., Jambawalikar, S.

Deep geodesic learning for segmentation and anatomical landmarking

Neslisah Torosdagli, Denise K. Liberton, Payal Verma, Murat Sincan, Janice S. Lee, Ulas Bagci

Deep learning for functional brain connectivity: are we there yet?

RaviPrakash, R., Watane, A., Jambawalikar, S., and Bagci, U.

Deep learning for musculoskeletal image analysis

Irmakci, I., Anwar, S., Torigian, D., Bagci, U.

Hurtado, S. Hussein, … , and M. Wallace.

Emotion classification in response to tactile enhanced multimedia using frequency domain features of brain signals

Arsalan, A., Majid, M., Anwar, SM., Bagci, U.

Eye-tracking for deep learning segmentation using convolutional neural networks

Stember, JN., … , Jambawalikar, S., Bagci, U.

Papadakis, GZ., Manikis, GC., Karantanas, AH., Marias, K., Bagci, U., Florenzano, P., Collins, MT, Boyce, AM.

Gold standard for epilepsy/tumor surgery coupled with deep learning offers independence to a promising functional mapping modality

Korostenskaja, M., RaviPrakash, H., Bagci, U., … , Elsayed, M., and Castillo, E.

INN: inflated neural networks for IPMN diagnosis

LaLonde, R., Tanner, I., Nikiforaki, K., Papadakis, GZ., Kandel, P., Bolan, CW., Wallace, M., Bagci, U.

Lung and pancreatic tumor characterization in the deep learning era: novel supervised and unsupervised learning approaches

Hussein, S., Kandel, MM., Bolan, CW., Wallace, MB., Bagci, U.

Hussein, S., and Bagci, U.

MRI-guided, transperineal prostate biopsy using fixed coordinate needle guide: initial feasibility study.

Kulkarni, P., Laha, S., Sikander, S., Cornell, H., Bagci, U., Burt, J., and Song, SS.

PAN: projective adversarial network for medical image segmentation

Khosravan, N., Mortazi, A., Wallace, M., Bagci, U.

Papadakis, GZ., Manikis, GC, Karantanas, AH., Marias, K., Bagci, U., Florenzano, P., Collins, MT, Boyce, AM.

Quality assurance of computer-aided detection and diagnosis in colonoscopy

Vinsard, DG., … , Wallace, MB.

RETOUCH-the retinal OCT fluid detection and segmentation benchmark and challenge

Bugunovic, H., … , Gerendas, BS., Klaver, C., Sánchez, CI., Schmidt-Erfurth, U.

Weakly supervised segmentation by a deep geodesic prior.

Mortazi, A., Khosravan, N., Torigian, DA., Kurugol, S., Bagci, U.