PRATIK SHAH

Past Trainees

Aman Rana, BS and MS Robotics Engineering, Worcester Polytechnic Institute

Aman Rana, BS and MS Robotics Engineering, Worcester Polytechnic Institute

2017-2019. Senior Research Support Associate with Pratik Shah at MIT.
Now - Applied Research Scientist at Amazon, Cambridge, MA.

Publications with Pratik Shah:
  1. 2019. High accuracy tumor diagnoses and benchmarking of hematoxylin and eosin stained prostate core biopsy images generated by explainable deep neural networks

    Aman Rana, Lowe A, Lithgow M, Horback K, Janovitz T, Da Silva A, Tsai H, Shanmugam V, Yoon H, Shah P

    Under review
  2. 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

    41st IEEE International Engineering in Medicine and Biology Conference-(Accepted for publication)
  3. 2019. Digital reconstruction and tomography of teeth using near-infrared light

    Keith Angelino, Yauney G, Rana A, Muftu A, Edlund D, Shah P

    41st IEEE International Engineering in Medicine and Biology Conference-(Accepted for publication)
  4. 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

    17th IEEE International Conference of Machine Learning and Applications. DOI: 10.1109/ICMLA.2018.00133
  5. 2018. Machine learning algorithms for classification of microcirculation images from septic and non-septic patients

    Perikumar Javia, Rana A, Shapiro NI, Shah P

    17th IEEE International Conference of Machine Learning and Applications. DOI: 10.1109/ICMLA.2018.00097
  6. 2017. Automated segmentation of gingival diseases from oral images

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

    IEEE-NIH 2017 Special Topics Conference on Healthcare Innovations and Point-of-Care Technologies. DOI: 10.1109/HIC.2017.8227605
Gregory Yauney, BS. Computer Science, Brown University.

Gregory Yauney, BS. Computer Science, Brown University.

2016-2018. Technical Associate with Pratik Shah at MIT.
Now - Ph.D. Student Computer Science Department, Cornell University, Ithaca, NY.

Publications with Pratik Shah:
  1. 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

    41st IEEE International Engineering in Medicine and Biology Conference-(Accepted for publication)
  2. 2019. Digital reconstruction and tomography of teeth using near-infrared light

    Keith Angelino, Yauney G, Rana A, Muftu A, Edlund D, Shah P

    41st IEEE International Engineering in Medicine and Biology Conference-(Accepted for publication)
  3. 2018. Reinforcement learning with action-derived rewards for chemotherapy and clinical trial dosing regimen selection

    Gregory Yauney, Shah P

    Proceedings of the 3rd Machine Learning for Healthcare Conference. PMLR 85:161-226
  4. 2018. 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

    Pratik Shah, Yauney G, Gupta O, Patalano V, Mohit M, Merchant R, Subramanian SV

    The British Medical Journal Open. PMID: 29678964
  5. 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

    17th IEEE International Conference of Machine Learning and Applications. DOI: 10.1109/ICMLA.2018.00133
  6. 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

    17th annual IEEE International Conference on BioInformatics and BioEngineering. DOI: 10.1109/BIBE.2017.00-37
  7. 2017. Automated segmentation of gingival diseases from oral images

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

    IEEE-NIH 2017 Special Topics Conference on Healthcare Innovations and Point-of-Care Technologies. DOI: 10.1109/HIC.2017.8227605
  8. 2017. Clinical validation and assessment of a modular fluorescent imaging system and algorithm for rapid detection and quantification of dental plaque

    Pratik Shah, Angelino K, Edlund D, Mohit M, Yauney G

    BMC Oral. PMID: 29284461
Keith Angelino, BS and MS Biomedical Engineering, Case Western Reserve University.

Keith Angelino, BS and MS Biomedical Engineering, Case Western Reserve University.

2016-2018. Technical Associate with Pratik Shah at MIT.
Now - At startup.

Publications with Pratik Shah:
  1. 2019. Digital reconstruction and tomography of teeth using near-infrared light

    Keith Angelino, Yauney G, Rana A, Muftu A, Edlund D, Shah P

    41st IEEE International Engineering in Medicine and Biology Conference-(Accepted for publication)
  2. 2017. Near-infrared transillumination guides administration of dental 2D radiography and CBCT imaging

    Keith Angelino, Edlund D, Bhatia G, Wu S, Shah P

    17th annual IEEE International Conference on BioInformatics and BioEngineering. DOI: 10.1109/BIBE.2017.00-33
  3. 2017. Near-infrared imaging for detecting caries and structural deformities in teeth

    Keith Angelino, Edlund D and Shah P

    Journal of Translational Engineering in Health and Medicine. PMID: 28507826
  4. 2017. Clinical validation and assessment of a modular fluorescent imaging system and algorithm for rapid detection and quantification of dental plaque

    Pratik Shah, Angelino K, Edlund D, Mohit M, Yauney G

    BMC Oral. PMID: 29284461
  5. 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

    17th annual IEEE International Conference on BioInformatics and BioEngineering. DOI: 10.1109/BIBE.2017.00-37
Perikumar Javia, BS and MS Computer Engineering, Arizona State University.

Perikumar Javia, BS and MS Computer Engineering, Arizona State University.

2018-2019. Research specialist with Pratik Shah at MIT.
Now - Machine Learning Software Engineer at Iterative Scopes, Cambridge, MA.

Publications with Pratik Shah:
  1. 2018. Machine learning algorithms for classification of microcirculation images from septic and non-septic patients

    Perikumar Javia, Rana A, Shapiro NI, Shah P

    17th IEEE International Conference of Machine Learning and Applications. DOI: 10.1109/ICMLA.2018.00097
Gaurav Bhatia, MS Electrical Engineering, University of Houston.

Gaurav Bhatia, MS Electrical Engineering, University of Houston.

2016-2017. Senior research support associate with Pratik Shah at MIT.
Now - Electrical Engineer at Harbor Design and Manufacturing, Baltimore, MD.

Publications with Pratik Shah:
  1. 2017. Near-infrared transillumination guides administration of dental 2D radiography and CBCT imaging

    Keith Angelino, Edlund D, Bhatia G, Wu S, Shah P

    17th annual IEEE International Conference on BioInformatics and BioEngineering. DOI: 10.1109/BIBE.2017.00-33
Sharon Wu, BS Computer Science and Molecular Biology '17, MIT.

Sharon Wu, BS Computer Science and Molecular Biology '17, MIT.

2017. Undergraduate Research Opportunities Program trainee with Pratik Shah.
UAP: Undergraduate Advanced Project: Microbial pathogenicity island prediction using convolutional neural network.
Now - Research technician Massachusetts General Hospital, Boston, MA.

Publications with Pratik Shah:
  1. 2017. Near-infrared transillumination guides administration of dental 2D radiography and CBCT imaging

    Keith Angelino, Edlund D, Bhatia G, Wu S, Shah P

    17th annual IEEE International Conference on BioInformatics and BioEngineering. DOI: 10.1109/BIBE.2017.00-33
Alicia Chong Rodriguez, MS Integrated Design and Management '18, MIT.

Alicia Chong Rodriguez, MS Integrated Design and Management '18, MIT.

2016-2017. MISTI-MIT Peru fund trainee with Pratik Shah.
Now - Founder and CEO of Bloomer HealthTech.

Taking on gender gaps in health care and technology
Graduate student Alicia Chong Rodriguez uses her engineering skills to empower women.

Yachi (Judy) Chang, BS Computer Engineering '16, MIT.

Yachi (Judy) Chang, BS Computer Engineering '16, MIT.

2015. Undergraduate Research Opportunities Program trainee with Pratik Shah.
UAP: Undergraduate Advanced Project: Virtual reality in healthcare.
Now - Software engineer Square.