This site (mlmd.org) and associated content is intended for use by healthcare professionals. This site does not give professional advice; physicians and other healthcare professionals who use this site should exercise their own clinical judgment as to the information it provides. Consumers (non-medical professionals) who use this site do so at their own risk. Individuals with any type of medical condition are specifically cautioned to seek professional medical advice before beginning any sort of health treatment. For medical concerns, including decisions about medications and other treatments, non-medical users should always consult their physician or other qualified healthcare professional.

Neural and Data Science (NDS) Lab's developers have carefully tried to create this site and content to conform to the standards of professional practice that prevailed at the time of development. However, standards and practices in medicine change as new data become available and the individual medical professional should consult a variety of sources.

The contents of this site, such as text, graphics, and images, are for informational purposes only. NDS Lab does not recommend or endorse any specific tests, physicians, products, procedures, opinions, or other information that may be mentioned on the site.

While information on this site has been obtained from sources believed to be reliable, we do not warrant the accuracy of the information contained on this site.

We do not give medical advice, nor do we provide medical or diagnostic services. Medical information changes rapidly. We do not guarantee that the content covers all possible uses, directions, precautions, drug interactions, or adverse effects that may be associated with any therapeutic treatments.

Your reliance upon information and content obtained by you at or through this site is solely at your own risk. We do not assume any liability or responsibility for damage or injury (including death) to you, other persons, or property arising from any use of any product, information, idea, or instruction contained in the content or services provided to you.

The model for these tools were trained on what to our knowledge at the time of this writing was the largest COVID-19 positive cohort, and reflects the standards and practices of care within the Northwell Health system. These standards and practices of care may or may not reflect the standards and practices of care at other institutions and individual providers should make clinical decisions based on this calculator with that difference in mind.

By continuing to interact with this site, its sub-sites, and resources, you agree to the following conditions.

To deliver the best services possible to you, we collect your IP address and browser information. This information is automatically presented to our servers at the time of your HTTP(S) request and cannot be used to identify the specific individuals who accessed our site.

When you click on any links of our site, a log entry is generated on our server. The logs will be used solely to evaluate user experience.

If you were to abuse our site or its services through illicit or illegal means, including but not limited to DDoS attacks, web scraping, brute force passwords, unauthorized access, and draining server resources, we reserve the discretion to block your IP address from accessing the site.

We reserve the right to change this policy at any time, with or without prior notice.

The site is currently hosted on a web server that is NOT HIPAA compliant. While every effort was made to protect the data transmission from your network to our site, we cannot gurantee the secure retention of data on our site.

To minimize the potential of Protected Health Information (PHI) breach, leakage, and misuse, we prohibit the upload of PHI to our site. When you have to upload patient derived data to our site, please de-identify and fully anonymize all data.

While some CSV file upload features enable you to upload entries containing more fields than necessary, do not include name, social security number, email address, phone number, address, or any other personal identifiable information as extra fields. The use of extra fields is strongly discouraged.