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<div class="center" style="width: auto; margin-left: auto; margin-right: auto;">''This wiki is maintained by [http://www.multiplyd.com Multiplyd &copy;] and administered with explicit permissions. Please [http://www.multiplyd.com/contact reach out] if you need access.''</div>
{| class="wikitable" style="vertical-align:center; width: 100%; color:black; background-color:#ffffcc; border-width: 3px red; text-align:center;"
|I've been collecting worthwhile info in this wiki since 2010. Some links may not work (mostly because noted companies have moved on). Since 2024, most of the edits are on the [https://www.pallavsharda.com/wiki/index.php?title=Artificial_Intelligence AI] page.  
~ [http://www.pallavsharda.com Pallav]
|}




<div class="center" style="width: auto; margin-left: auto; margin-right: auto;"><u>'''Broad Topics'''</u></div>   
<div class="center" style="width: auto; margin-left: auto; margin-right: auto;"><u>'''Broad Topics'''</u></div>   
* '''[[Artificial Intelligence]]''': AI seems to be having a PR resurgence since Google bought DeepMind in early 2014. Needless to say, the applications in health are broad and with huge potential and this list tracks notable companies that focus partially or completely on applying AI to health. My favorite books on AI are also noted here.


* '''[[Care Coordination]]''': Solutions that focus on making it easier for different stakeholders (family, relatives, clinicians, social worker, care manager, etc.) in the extended care team to work with one other in context of a single patient's care. There is no consensus or explicit definition, but [http://www.qualityforum.org/Publications/2010/10/Quality_Connections__Care_Coordination.aspx this paper from NQF] is mostly right about what Care Coordination means.
*'''[[Population Health Management]]''': Healthcare IT software related to managing a large group of patients. Includes vendors offerings that have to do with registries, research cohorts, patient panel management, etc.


* '''[[Advanced Analytics]]''': A forward-looking style of information analysis focused on continuous and iterative investigation of past performance to drive business planning and estimate future performance. Predictive modeling is perhaps the most widley recognized technique in this category, but there are others. This list contains information around Advanced Analytics news, resources and offerings.
* '''[[Advanced Analytics]]''': A forward-looking style of information analysis focused on continuous and iterative investigation of past performance to drive business planning and estimate future performance. Predictive modeling is perhaps the most widley recognized technique in this category, but there are others. This list contains information around Advanced Analytics news, resources and offerings.
*'''[[Transition of Care]]''': Read [http://www.rwjf.org/content/dam/farm/reports/issue_briefs/2012/rwjf401314 this] for background. I actually consider care transition to be a part of enterprise Electronic Health Records (EHRs), but there have recently been a number of companies that are focused on creating solutions for managing the transition of patient from one care setting to another (e.g. discharge from inpatient facility to home or PCP care). This list doesn't include the traditional EHR vendors.
*'''[[Care Collaboration]]''': Solutions that focus on making it easier for different caregivers (family, relatives, clinicians, etc.) and teams to work with one other in context of a single patient's care. Like Transition of Care, this is something that conventional enterprise EHRs would ideally provide, but niche companies are emerging focused on just this value proposition. Also note that the line between care collaboration and transition of care solutions is bit blurry. There is no consensus or explicit definition, but from my perspective, both belong to the overall topic of [http://www.qualityforum.org/projects/care_coordination.aspx Care Coordination].
*'''[[Population Health Management]]''': Healthcare IT software related to managing a large group of patients. Includes vendors offerings that have to do with registries, research cohorts, patient panel management, etc.


*'''[[Communication]]''': With the market focus on interop and care transition, several firms have started claiming to solve the communication-silo problem in healthcare. Real-time, secure exchange of messages across organizational and team boundaries is an inspiring dream. Current approaches to it span HIE names, Secure Texting vendors, Secure Emailing etc.
*'''[[Communication]]''': With the market focus on interop and care transition, several firms have started claiming to solve the communication-silo problem in healthcare. Real-time, secure exchange of messages across organizational and team boundaries is an inspiring dream. Current approaches to it span HIE names, Secure Texting vendors, Secure Emailing etc.
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<div class="center" style="width: auto; margin-left: auto; margin-right: auto;"><u>'''Narrow Topics'''</u></div>  
<div class="center" style="width: auto; margin-left: auto; margin-right: auto;"><u>'''Narrow Topics'''</u></div>  
 
* '''[[API|Interop Companies]]''': Companies that are explicitly creating APIs or platforms to tackle EHR data access and interoperability issues.


*'''[[Clinical Domain Specific]]''': Some of the interesting companies have chosen a particular clinical specialty as their target market. Like Dermatology, Mental Health. Offerings typically include marketplaces, telemedicine, etc.
*'''[[Clinical Domain Specific]]''': Some of the interesting companies have chosen a particular clinical specialty as their target market. Like Dermatology, Mental Health. Offerings typically include marketplaces, telemedicine, etc.
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*'''[[Medication Related]]''': A curious sub-category that can fit in couple of parent categories elsewhere. Extracted here to study on it's own since it has the special property of crossing care settings very easily (meds remain a relevant context before, during and after a healthcare encounter). There has been an upsurge in medication-related startups in the recent past.
*'''[[Medication Related]]''': A curious sub-category that can fit in couple of parent categories elsewhere. Extracted here to study on it's own since it has the special property of crossing care settings very easily (meds remain a relevant context before, during and after a healthcare encounter). There has been an upsurge in medication-related startups in the recent past.


*'''[[Hardware Platforms]]''': These are the players putting forth physical computing devices with healthcare focus (eg. built to withstand bumps, disinfection, spills etc).  
*'''[[Digital Medicine]]''': Buzzword-like category to keep track of companies that are creating software interventions that may qualify as actual clinical interventions (diagnostic, therapeutic) one day.
 
*'''[[Insurance]]''': Startups that are disrupting the traditional health insurance carrier industry, using new approaches like digital tools, prevention focus, etc. Also includes software companies that are helping customers create value-based payment (VBP) models and commercial bundled payment programs.
 
*'''[[Blockchain]]''': This core technology behind cryptocurrencies has the ability to solve multiple issues in healthcare information sphere since it enables the decentralized trust management. This list tracks the legitimate attempts at applying blockchain to health information.
 
*'''[[Hardware Platforms]]''': These are (were) the players putting forth physical computing devices with healthcare focus (eg. built to withstand bumps, disinfection, spills etc). This category was fascinating in early 2000's, but now mostly lifeless. Preserved only for bemusement and posterity.




''Note: Helpful wiki-style formatting tips are [http://en.wikipedia.org/wiki/Help:Wiki_markup here] and [http://www.mediawiki.org/wiki/Help:Formatting here].''
''Note: Helpful wiki-style formatting tips are [http://en.wikipedia.org/wiki/Help:Wiki_markup here] and [http://www.mediawiki.org/wiki/Help:Formatting here].''

Latest revision as of 13:31, 12 February 2024

I've been collecting worthwhile info in this wiki since 2010. Some links may not work (mostly because noted companies have moved on). Since 2024, most of the edits are on the AI page.

~ Pallav


Broad Topics
  • Artificial Intelligence: AI seems to be having a PR resurgence since Google bought DeepMind in early 2014. Needless to say, the applications in health are broad and with huge potential and this list tracks notable companies that focus partially or completely on applying AI to health. My favorite books on AI are also noted here.
  • Care Coordination: Solutions that focus on making it easier for different stakeholders (family, relatives, clinicians, social worker, care manager, etc.) in the extended care team to work with one other in context of a single patient's care. There is no consensus or explicit definition, but this paper from NQF is mostly right about what Care Coordination means.
  • Population Health Management: Healthcare IT software related to managing a large group of patients. Includes vendors offerings that have to do with registries, research cohorts, patient panel management, etc.
  • Advanced Analytics: A forward-looking style of information analysis focused on continuous and iterative investigation of past performance to drive business planning and estimate future performance. Predictive modeling is perhaps the most widley recognized technique in this category, but there are others. This list contains information around Advanced Analytics news, resources and offerings.
  • Communication: With the market focus on interop and care transition, several firms have started claiming to solve the communication-silo problem in healthcare. Real-time, secure exchange of messages across organizational and team boundaries is an inspiring dream. Current approaches to it span HIE names, Secure Texting vendors, Secure Emailing etc.


Narrow Topics
  • Interop Companies: Companies that are explicitly creating APIs or platforms to tackle EHR data access and interoperability issues.
  • Clinical Domain Specific: Some of the interesting companies have chosen a particular clinical specialty as their target market. Like Dermatology, Mental Health. Offerings typically include marketplaces, telemedicine, etc.
  • Niche Healthcare IT Companies: Firms offering specialized, sometimes informatics-heavy products. Most have not seen significant market traction. They are noted here because of the somewhat unique pedigree or solution or target market. Mostly, they focus on opportunities not directly addressed by big players in Healthcare IT industry.
  • Scheduling: Some offerings in the market are specifically focusing on scheduling issues in healthcare. They range from the often-thought-about topic of patient appointment scheduling, to less-known but more intricate topic of staff scheduling. Scheduling is potentially a future sub-domain that can sustain independent yet viable vendors.
  • NLP & Speech Recognition: List of companies that have offerings based on healthcare-specific Natural Language Processing and/or Speech Recognition technology.
  • Medication Related: A curious sub-category that can fit in couple of parent categories elsewhere. Extracted here to study on it's own since it has the special property of crossing care settings very easily (meds remain a relevant context before, during and after a healthcare encounter). There has been an upsurge in medication-related startups in the recent past.
  • Digital Medicine: Buzzword-like category to keep track of companies that are creating software interventions that may qualify as actual clinical interventions (diagnostic, therapeutic) one day.
  • Insurance: Startups that are disrupting the traditional health insurance carrier industry, using new approaches like digital tools, prevention focus, etc. Also includes software companies that are helping customers create value-based payment (VBP) models and commercial bundled payment programs.
  • Blockchain: This core technology behind cryptocurrencies has the ability to solve multiple issues in healthcare information sphere since it enables the decentralized trust management. This list tracks the legitimate attempts at applying blockchain to health information.
  • Hardware Platforms: These are (were) the players putting forth physical computing devices with healthcare focus (eg. built to withstand bumps, disinfection, spills etc). This category was fascinating in early 2000's, but now mostly lifeless. Preserved only for bemusement and posterity.


Note: Helpful wiki-style formatting tips are here and here.