PRATIK SHAH

Machine Learning Publications

Nature Digital Medicine-(Under review)

2019

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

Pratik Shah* et al.

(*Corresponding author)

Nature Digital Medicine-(Under review)

Nature Digital Medicine-(Under review)
Trends in Pharmacological Sciences-(Under review)

2019

Artificial Intelligence for clinical trial design

Stefan Harrer, Shah P, Antony P, Hu J

Trends in Pharmacological Sciences-(Under review)

Trends in Pharmacological Sciences-(Under review)
41st IEEE International Engineering in Medicine and Biology Conference-(Under Review)

2019

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

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

(*Senior author supervising research)

41st IEEE International Engineering in Medicine and Biology Conference-(Under Review)

Proceedings of the 3rd Machine Learning for Healthcare Conference, PMLR 85:161-226

2018

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

Gregory Yauney, Shah P*

(*Senior author supervising research)

Proceedings of the 3rd Machine Learning for Healthcare Conference, PMLR 85:161-226

17th IEEE International Conference of Machine Learning and Applications, DOI: 10.1109/ICMLA.2018.00133

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, DOI: 10.1109/ICMLA.2018.00133

17th IEEE International Conference of Machine Learning and Applications, DOI: 10.1109/ICMLA.2018.00097

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, DOI: 10.1109/ICMLA.2018.00097

17<sup>th</sup> annual IEEE International Conference on BioInformatics and BioEngineering, DOI: 10.1109/BIBE.2017.00-37

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, DOI: 10.1109/BIBE.2017.00-37

IEEE-NIH 2017 Special Topics Conference on Healthcare Innovations and Point-of-Care Technologies, DOI: 10.1109/HIC.2017.8227605

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, DOI: 10.1109/HIC.2017.8227605