PRATIK SHAH

Machine Learning Publications

Machine Learning for Healthcare Conference

2018

Reinforcement learning with action-derived rewards for chemotherapy and clinical trial dosing regimen selection

Gregory Yauney, Shah P*

(*Senior author supervising research)

Machine Learning for Healthcare Conference

Nature Reviews Drug Discovery-(Under review)

2018

Machine learning and Artificial Intelligence in clinical development: a translational perspective

Pratik Shah* et al.

(*Corresponding author)

Nature Reviews Drug Discovery-(Under review)

Nature Reviews Drug Discovery-(Under review)
17th IEEE International Conference of Machine Learning and Applications-(Accepted for publication)

2018

Computational histological staining and destaining of prostate core biopsy RGB images with generative adversarial neural networks

Aman Rana, Yauney G, Lowe A, Shah P*

(*Senior author supervising research)

17th IEEE International Conference of Machine Learning and Applications-(Accepted for publication)

17th IEEE International Conference of Machine Learning and Applications-(Accepted for publication)
17th IEEE International Conference of Machine Learning and Applications-(Accepted for publication)

2018

Machine learning algorithms for classification of microcirculation images from septic and non-septic patients

Perikumar Javia, Rana A, Shapiro NI, Shah P*

(*Senior author supervising research)

17th IEEE International Conference of Machine Learning and Applications-(Accepted for publication)

17th IEEE International Conference of Machine Learning and Applications-(Accepted for publication)
Journal of Biomedical Health and Informatics-(Under review)

2018

Automated process incorporating machine learning segmentation and correlation of periodontal diseases with systemic health of patients

Gregory Yauney, Rana A, Javia P, Wong L, Muftu A, Shah P*

(*Senior author supervising research)

Journal of Biomedical Health and Informatics-(Under review)

Journal of Biomedical Health and Informatics-(Under review)
17<sup>th</sup> annual IEEE International Conference on BioInformatics and BioEngineering

2017

Convolutional neural network for combined classification of fluorescent biomarkers and expert annotations using white light images

Gregory Yauney, Angelino K, Edlund D, Shah P*

(*Senior author supervising research, Selected for oral presentation)

17th annual IEEE International Conference on BioInformatics and BioEngineering

IEEE-NIH 2017 Special Topics Conference on Healthcare Innovations and Point-of-Care Technologies

2017

Automated segmentation of gingival diseases from oral images

Aman Rana, Yauney G, Wong L, Muftu A, Shah P*

(*Senior author supervising research)

IEEE-NIH 2017 Special Topics Conference on Healthcare Innovations and Point-of-Care Technologies