Difference between revisions of "Machine Learning / Artificial Intelligence"
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| David Schmeidler || Participant || Regenxbio || dschmeidler@regenxbio.com ||Daryna Hololovich || Participant || Intego || Darina.Hololovich@gmail.com | | David Schmeidler || Participant || Regenxbio || dschmeidler@regenxbio.com ||Daryna Hololovich || Participant || Intego || Darina.Hololovich@gmail.com | ||
|- | |- | ||
| − | |Eric Weising || Participant || Ratilan || eweising@symbiance.com | + | |Eric Weising || Participant || Ratilan || eweising@symbiance.com || Faheeza Rangunwala || Participant || GCE|| gcesolutions.com || |
| − | | | ||
| − | | Faheeza Rangunwala || Participant || GCE|| gcesolutions.com || | ||
|- | |- | ||
| Fred Ross || Participant || Quanticate || Fred.Ross@quanticate.com||Freddie Paino || Participant || Celgene || fpaino@celgene.com || || || | | Fred Ross || Participant || Quanticate || Fred.Ross@quanticate.com||Freddie Paino || Participant || Celgene || fpaino@celgene.com || || || | ||
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|- | |- | ||
|Yixun Wu || Participant || Syneos Health || yixun.wu@syneoshealth.com ||Yongjiang (Jerry) Xu || Participant || CSL Behring || Yongjiang.Xu@cslbehring.com | |Yixun Wu || Participant || Syneos Health || yixun.wu@syneoshealth.com ||Yongjiang (Jerry) Xu || Participant || CSL Behring || Yongjiang.Xu@cslbehring.com | ||
| + | |- | ||
| + | |Ramesh Naidu || Participant || CRC Pharma || rnaidu.kavicharla@crcpharma.com | ||
|} | |} | ||
Revision as of 06:06, 19 November 2019
Project Overview
The most popular buzz word nowadays in the technology world is 'Machine Learning' (ML) and Artificial Intelligence (AI). Most economists and business experts foresee ML & AI changing every aspect of our lives in the next 10 years through automating and optimizing processes such as self-driving vehicles, online recommendations on Netflix and Amazon, fraud detection in banks, image and video recognition, natural language processing, question answering machines (e.g., IBM Watson) and many more. ML is a game changer and it will also impact the pharmaceutical industry greatly; diagnosis in medical imaging, analysing the deluge of healthcare data, drug discovery, robotic surgery and personalised medicine for example.
This project will explore its application to the pharmaceutical industry. Our goal is first to introduce ML & AI to the pharmaceutical industry. ML & AI are foreign to most programmers and statisticians in the pharmaceutical industry. This project will help them to start ML & AI educations materials. Secondly we will explore how ML & AI can foster innovative approaches in data-driven research and drug development, personalised medicines, faster drug discovery and many more.
The ML/AI project has split into 5 sub-teams
- Data Collaboration
- Publication
- Implementation in Pharmaceutical Industry
- Projects
- Tumor Assessment
- SDTM Mapping
- Chatbot Development
Project Leads
| Name | Role | Organization | |
| Kevin Lee | Project Co-Lead | Clindata Insight | kevin.kyosun.lee@gmail.com |
| Sairam Gorthi | Project Co-Lead | J&J | sgorthi1@its.jnj.com |
| Lauren White | Project Co-ordinator | PHUSE | Lauren@phuse.eu |
Project Members
| Name | Role | Organization | Name | Role | Organization | |||||
| Abhishek Mittal | Participant | GCE Solutions | abhishek.mittal@gcesolutions.com | Andy Iverson | Participant | Medtronic | andy.iverson@medtronic.com | |||
| Ashwin | Participant | GSK | v.2.ashwin@gsk.com | Amardeep Pandey | Participant | Deloitte | amapandey@deloitte.com | |||
| Anupama Sheoran | Participant | Bayer | Anupama.Sheoran@bayer.com | Ansari Shaaz | Participant | Gene | Ansari.Shaaz@gene.com | |||
| Akhil Vijayan | Participant | Genpro | akhil.vijayan@genproindia.com | |||||||
| Amit Jain | Participant | GSK | amit.3.jain@gsk.com | Aman Bahl | Participant | Syneos Health | aman.bahl@syneoshealth.com | |||
| Ashokvardhan Gunuganti | Participant | Pfizer | Ashokvardhan.gunuganti@pfizer.com | Alex Mutuki | Participant | Phastar | alexsincere33@gmail.com | |||
| Azia Tariq | Participant | GSK | azia.x.tariq@gsk.com | Bhavin Busa | Participant | Vita Data Sciences | bbusa@softworldinc.com | |||
| Bhawna Goel | Participant | AstraZeneca | bhawna.goel@astrazeneca.com | Christopher Kuhn | Participant | Syneos Health | Christopher.Kuhn@syneoshealth.com | |||
| Christine Teng | Participant | Merck | Christine_Teng@merck.com | Chintan Pandya | Participant | Merck | Chintan.Pandya@merck.com | |||
| David Schmeidler | Participant | Regenxbio | dschmeidler@regenxbio.com | Daryna Hololovich | Participant | Intego | Darina.Hololovich@gmail.com | |||
| Eric Weising | Participant | Ratilan | eweising@symbiance.com | Faheeza Rangunwala | Participant | GCE | gcesolutions.com | |||
| Fred Ross | Participant | Quanticate | Fred.Ross@quanticate.com | Freddie Paino | Participant | Celgene | fpaino@celgene.com | |||
| Gary Chen | Participant | Pfizer | Gary.Chen@pfizer.com | Gopal Subrahmanyam | Participant | Emdserono | Subrahmanyam.Rajagopal@emdserono.com | |||
| Hui Song | Participant | Prahs | songhui@prahs.com | Hrideep Antony | Participant | Syneos Health | hrideep.antony@syneoshealth.com | |||
| Imran Rashid | Participant | JNJ | Irashid@its.jnj.com | Jay Gohel | Participant | JNJ | jgohel1@its.jnj.com | |||
| Ingeborg Holt | Participant | Industry | ingeborgholt@gmail.com | Sangeeta Bhattacharya | Participant | JNJ | SBhatt11@its.jnj.com | |||
| Jiannan Kang | Participant | Merck | Jiannan_Kang@merck.com | Jacob Mathew | Participant | GCE | Jacob.Mathew@gcesolutions.com | |||
| Julia Popova | Participant | Independent | mogul.mail@gmail.com | Jiangtang Hu | Participant | d-wise | jiangtang.hu@d-wise.com | |||
| Jinesh Shah | Participant | CSLBehring | jinesh.shah@cslbehring.com | Joyce Leflar | Participant | JNJ | JLeflar@its.jnj.com | |||
| Khyati Patel | Participant | Syneos Health | Khyati.Patel@syneoshealth.com | |||||||
| Karl Brand | Participant | Bayer | Karl.Brand@bayer.com | Karnika Dalal | Participant | Bayer | Karnika.Dalal@bayer.com | |||
| Kathryn Matto | Participant | IBM | kathryn.matto@us.ibm.com | Keval Khinchadia | Participant | Independent | kevalk123@yahoo.com | |||
| Lorin Miller | Participant | GCE Solutions | Lorin.Miller@gcesolutions.com | Li Chen | Participant | BMS | Lu.Chen@bms.com | |||
| Lubomir Tarabcak | Participant | JNJ | Utarabak@its.jnj.com | Matthew Travell | Participant | GSK | matthew.x.travell@gsk.com | |||
| Lynn Caldwell | Participant | Pfizer | Lynn.Caldwell@pfizer.com | Sesh Srinizasan | Participant | Deloitte | sesrinivasan@deloitte.com | |||
| Martin Fleming | Participant | Boehringer-ingelheim | martin.fleming@boehringer-ingelheim.com | Marko Zivkovic | Participant | Genesis |
marko@genesisrg.com | |||
| Marek Kajan | Participant | JNJ | MKajan@its.jnj.com | Munish Mehra | Participant | Tigermed | munish.mehra@tigermed.net | |||
| Michael Allie | Participant | Astrazeneca | Michael.Allie1@astrazeneca.com | Michael Upshall | Participant | Unsilo | michael.upshall@unsilo.com | |||
| Mithun Kumar | Participant | Boehringer-ingelheim.com | mithun_kumar.ranga@boehringer-ingelheim.com | |||||||
| Mikael Flensborg | Participant | Unsilo | mf@unsilo.com | Mina Chen | Participant | Roche | Mina.Chen@roche.com | |||
| Nick Burch | Participant | Quanticate | Nick.Burch@quanticate.com | Paul Slagle | Participant | Inventiv Health | Paul.Slagle@inventivhealth.com | |||
| Piotr Karasiewicz | Participant | Quanticate | Piotr.Karasiewicz@quanticate.com | Pratyusha Kajipet | Participant | Syneos Health | pratyusha.kajipet@syneoshealth.com | |||
| Prasanna Murugesan | Participant | Independent | prasanna.murugesan@gmail.com | Raj Thota | Participant | Merck | Rajashekar.Thota@merck.com | |||
| Phani Ponnapalli | Participant | Syneoshealth | phani.ponnapalli@syneoshealth.com | Russ Lavery | Participant | Verizon | Russ.Lavery@verizon.net | |||
| Priya Gopal | Participant | Industry | priagopal@gmail.com | Robert Michalik | Participant | Regulatory Pro Consulting | rjmichalik@regulatorypro.consulting | |||
| Richard Phillips | Participant | Covance | richard.phillips@covance.com | Satheesh Avvaru | Participant | MaxisIT Inc | avvarusatheesh@gmail.com | |||
| Sairam Gorthi | Participant | JNJ | sgorthi1@its.jnj.com | Sagar Jain | Participant | Independent | jainwave@gmail.com | |||
| Santos K Lingala | Participant | Syneos Health | santoshkumar.lingala@syneoshealth.com | Sarah Bowen | Participant | Quanticate | Sarah.Bowen@quanticate.com | |||
| Santosh Tymms | Participant | Quanticate | Santosh.Tymms@quanticate.com | Sam Tomioka | Participant | Sunovion | sam.tomioka@sunovion.com | |||
| Sudir Singh | Participant | Nektar Theapeutics | SSingh@nektar.com | |||||||
| Sherry Wang | Participant | GSK | Sherry.3.wang@gsk.com | Shantanu Nagpal | Participant | Novartis | shantanu.nagpal@novartis.com | |||
| Sumeet Uppal | Participant | Boehringer-Ingelheim | Sumeet.uppal@boehringer-ingelheim.com | Sundar Selvatharasu | Participant | SierraLabs | sundar@sierralabs.com | |||
| Tania Walton | Participant | Independent | Tee_Walton@yahoo.com | Thomas Kalfas | Participant | Geninvo | thomas.k23@geninvo.com | |||
| Tarun Prashanth | Participant | Ratilan | tarun.prashanth@ratilan.com | Tatiana Scetinina | Participant | AstraZeneca | Tatiana.Scetinina@astrazeneca.com | |||
| Vishnu Kollisetti | Participant | PPDI | Vishnu.Kollisetti@ppdi.com | Vishnu Alamuri | Participant | Independent | Teja.Alamuri@gmail.com | |||
| William Wei | Participant | Merck | William.Wei@merck.com | Vimal Shah | Participant | Parexel | Vimal.Shah@parexel.com | |||
| Vineet Sharma | Participant | Sarepta | Vsharma@sarepta.com | Walter Cedeno | Participant | JNJ | WCEDENO@its.jnj.com | |||
| Yixun Wu | Participant | Syneos Health | yixun.wu@syneoshealth.com | Yongjiang (Jerry) Xu | Participant | CSL Behring | Yongjiang.Xu@cslbehring.com | |||
| Ramesh Naidu | Participant | CRC Pharma | rnaidu.kavicharla@crcpharma.com |
Project Updates
Provide project updates in this section.
Date: Description of Update
Objectives and Timelines
List proposed project deliverables and timelines.
| Objective | Timeline |
| Gather Machine Learning & Artificial Intelligence education materials | 01.Jun.2018 |
| White Paper on Machine Learning & Artificial Implementation on Pharmaceutical Industry | 12.Dec.2018 |
Project Activities
This section can document project activities or serve as a jumping off point to other pages in the project.
Meeting Minutes
