no code implementations • 14 Jan 2024 • Sergio Duarte-Torres, Arunasish Sen, Aman Rana, Lukas Drude, Alejandro Gomez-Alanis, Andreas Schwarz, Leif Rädel, Volker Leutnant
Context cues carry information which can improve multi-turn interactions in automatic speech recognition (ASR) systems.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • 2 Aug 2019 • Aman Rana, Alarice Lowe, Marie Lithgow, Katharine Horback, Tyler Janovitz, Annacarolina Da Silva, Harrison Tsai, Vignesh Shanmugam, Hyung-Jin Yoon, Pratik Shah
Our neural network framework thus is automated, explainable and performs high precision H&E staining and destaining of low cost native RGB images, and is computer vision and physician authenticated for rapid and accurate tumor diagnoses.
no code implementations • 26 Oct 2018 • Aman Rana, Gregory Yauney, Alarice Lowe, Pratik Shah
The staining model uses a conditional generative adversarial network that learns hierarchical non-linear mappings between whole slide RGB image (WSRI) pairs of prostate core biopsy before and after H&E staining.
no code implementations • 25 Oct 2018 • Gregory Yauney, Aman Rana, Lawrence C. Wong, Perikumar Javia, Ali Muftu, Pratik Shah
We report an automated process that combines intraoral fluorescent porphyrin biomarker imaging, clinical examinations and machine learning for correlation of systemic health conditions with periodontal disease.
no code implementations • 24 Oct 2018 • Perikumar Javia, Aman Rana, Nathan Shapiro, Pratik Shah
Imaging of microcirculatory dysfunction is a promising approach for automated diagnosis of sepsis.