Pratik Shah

发表

Reinforcement Learning with Action-Derived Rewards for Chemotherapy and Clinical Trial Dosing Regimen Selection

Pratik Shah, Gregory Yauney, Gregory Yauney, 2018, MLHC.

Technology-enabled examinations of cardiac rhythm, optic nerve, oral health, tympanic membrane, gait and coordination evaluated jointly with routine health screenings: an observational study at the 2015 Kumbh Mela in India

Otkrist Gupta, Mrinal Mohit, Gregory Yauney, 2018, BMJ Open.

Near-Infrared Imaging for Detecting Caries and Structural Deformities in Teeth

Pratik Shah, Keith Angelino, Pratik Shah, 2017, IEEE Journal of Translational Engineering in Health and Medicine.

Clinical validation and assessment of a modular fluorescent imaging system and algorithm for rapid detection and quantification of dental plaque

Mrinal Mohit, Gregory Yauney, Pratik Shah, 2017, BMC oral health.

Automated end-to-end deep learning framework for classification and tumor localization from native non-stained pathology images

Akram Bayat, Pratik Shah, Connor Anderson, 2021, Medical Imaging.

Automated Process Incorporating Machine Learning Segmentation and Correlation of Oral Diseases with Systemic Health

Ali Muftu, Perikumar Javia, Aman Rana, 2018, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

High Accuracy Tumor Diagnoses and Benchmarking of Hematoxylin and Eosin Stained Prostate Core Biopsy Images Generated by Explainable Deep Neural Networks pdf

Aman Rana, Hyung-Jin Yoon, Harrison Tsai, 2019, ArXiv.

Computational Histological Staining and Destaining of Prostate Core Biopsy RGB Images with Generative Adversarial Neural Networks

Aman Rana, Pratik Shah, Gregory Yauney, 2018, 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA).

Automated segmentation of gingival diseases from oral images

Otkrist Gupta, Aman Rana, Gregory Yauney, 2017, 2017 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT).

Convolutional Neural Network for Combined Classification of Fluorescent Biomarkers and Expert Annotations using White Light Images

Pratik Shah, Gregory Yauney, Keith Angelino, 2017, 2017 IEEE 17th International Conference on Bioinformatics and Bioengineering (BIBE).

Digital reconstruction of teeth using near-infrared light

Aman Rana, Gregory Yauney, Pratik Shah, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Use of Deep Learning to Develop and Analyze Computational Hematoxylin and Eosin Staining of Prostate Core Biopsy Images for Tumor Diagnosis

Aman Rana, Pratik Shah, Vignesh Shanmugam, 2020, JAMA network open.

A deep-learning toolkit for visualization and interpretation of segmented medical images

Sambuddha Ghosal, Pratik Shah, 2020, Cell reports methods.

Interpretable and synergistic deep learning for visual explanation and statistical estimations of segmentation of disease features from medical images pdf

Sambuddha Ghosal, Pratik Shah, Sambuddha Ghosal, 2020, ArXiv.

Machine Learning Algorithms for Classification of Microcirculation Images from Septic and Non-septic Patients

Perikumar Javia, Aman Rana, Nathan Shapiro, 2018, 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA).

Use of Deep Learning to Develop and Analyze Computational Hematoxylin and Eosin Staining of Prostate Core Biopsy Images for Tumor Diagnosis

A. Lowe, Pratik Shah, Aman Rana, 2019, JAMA network open.