Smartphone Applications for Reproduction: From Rigorously Validated and Clinically Relevant to Potentially Harmful - European Medical Journal

Smartphone Applications for Reproduction: From Rigorously Validated and Clinically Relevant to Potentially Harmful

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Reproductive Health
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Carol Lynn Curchoe

Dr Curchoe reports an affiliation as the Founder of ART Compass, and as an expert on the MedAnswers platform.

EMJ Repro Health. ;6[1]:85-91. DOI/10.33590/emjreprohealth/20-00033.
Fertility, infertility, mobile applications (apps), quality control, reproduction.

Each article is made available under the terms of the Creative Commons Attribution-Non Commercial 4.0 License.


Infertility practitioners are increasingly turning to mobile applications (apps) to help improve patient care. Provider-facing apps range from reference to communication tools, to versions of the electronic health record. Some available evidence indicates that mobile apps facilitate patient care by increasing efficiency and accuracy in documentation, information retrieval, and coordination of care.1 The U.S. Food and Drug Administration (FDA) website currently lists dozens of cleared or approved applications for mobile ‘medical device’ apps, and reproductive healthcare has also
certainly benefitted from this explosion in mobile technology. Reproductive and fertility-focussed apps now aim to treat and diagnose disease, aid clinical decision-making, and manage patient care. Infertility patients may use apps pretreatment to manage lifestyle factors, during treatment to manage medications and calendar appointments, and for message boards where they can share experiences, and seek or offer peer support. Here, the authors review the history of medical health and research apps, current reproduction-specific mobile applications, and discuss the implications of mobile technology for diagnostic point-of-care, clinical research, and patient health management.


Mobile device applications (apps) debuted in 2008, and the world was transformed by these small pieces of software, seemingly overnight. Medical science has been no exception.  Over 165,000 health-related apps now improve health, facilitate clinical trials research, and most recently, integrate with sophisticated external hardware, such as microfluidic chambers, to deliver point-of-care diagnostic assays. It has been estimated that at least 500 million smartphone owners use a healthcare app; however, a challenge for any new technology is proving that it meets the accuracy standards of tested, tried, and true methods. New health or research related apps require vigorous validation. This is of great importance to the field of reproduction, where patients are using apps to crowdsource tips on improving fertility and preventing pregnancy, chart cycles by last menstrual period date, time intercourse, track and chart medical information (including cervical fluid, basal body temperature, and fertility medications), and to seek support and share experiences. For this reason, the FDA issued oversight guidance in 2013 for apps that present a risk to patients if they do not work as intended, and for apps that allow mobile devices to impact the functionality or performance of a traditional medical device. The FDA website lists dozens of cleared or approved applications for mobile medical device apps.7

Apple supports the medical community with three products: ResearchKit, HealthKit, and CareKit. These are free, ‘open source’ resources that allow any app developer to download standard modules from Apple. Generally, CareKit provides tools that lets users regularly track care plans, monitor their progress, and share their insights with care teams. HealthKit allows health and activity data to be tracked and communicated to other apps. ResearchKit allows researchers to conduct clinical studies quickly, cheaply, and easily by collecting survey data through a dedicated study app on the participant’s iPhone. These patient-facing apps have harnessed proprietary mobile hardware, (Global Positioning System, accelerometer, gyroscope, touch screen, and microphone) to take and record biometric data.

ResearchKit facilitates Health Insurance Portability and Accountability Act  (HIPAA) compliant research projects3 in disease areas such as asthma, Parkinson’s,4 diabetes, melanoma,5 and breast cancer, anterior cruciate ligament (ACL) rupture,6 and cardiovascular disease,7 but peer-reviewed validation studies have been scarce.  The Icahn School of Medicine at Mount Sinai Asthma Mobile Health Study,⁸ powered by the ResearchKit-linked iPhone app Asthma Health, has published peer-reviewed survey results in line with existing  ‘gold standard’ research on asthma patients, and rigorous evidence of the app’s utility.

Increasingly, smartphone-based medical apps have used sophisticated external hardware add-ons to perform everything from enzyme-linked immunosorbent assay (ELISA) assays,9,10 to ultrasonography,11 parasitic microscopy,12 and quantum dot barcoding for rapid viral detection.13 However, these devices and apps tend to be targeted to resource-poor geographical locations, designed to be deployed to, and have specimens collected by, laboratory technicians, with the results intended to be read and interpreted by healthcare professionals before communication to the patient.

On 10th September 2019, Apple made another major announcement that extended its support of the medical research community. They announced three ‘unprecedented’ medical studies, in partnership with leading academic and research institutions that will be available on the new Research app, which claim to “democratizes how medical research is conducted by bringing together academic medical institutions, healthcare organizations and the Apple products customers already make a part of their everyday life.” Along with a comprehensive heart/movement study and a hearing study, Apple announced a major fertility initiative.

From Apple’s press release:

“Apple Women’s Health Study: In partnership with Harvard T.H. Chan School of Public Health and the NIH’s National Institute of Environmental Health Sciences (NIEHS), Apple has initiated the first long-term study of this scale focused on menstrual cycles and gynecological conditions. This study will inform screening and risk assessment of conditions like polycystic ovary syndrome (PCOS), infertility, osteoporosis, pregnancy and menopausal transition.”1

The last study is of particular interest to the field of reproduction, where the use of apps is a burgeoning trend. There are currently over 100 fertility awareness mobile apps1⁵ with more than 200 million downloads, being used for contraception and pregnancy planning. Excitingly, fertility awareness apps are just scratching the surface of what is possible in reproductive mobile healthcare.


Reproduction apps touch every aspect of the field: diagnostics, clinical research, patient communication and education, embryology laboratory quality control, and medical education. Specific reproduction apps are reviewed in the following section (Table 1) .

Table 1: Uses of mobile applications in reproduction.

Selected mobile applications in several use categories.

ART: assisted reproductive technology; LH: luteinising hormone; SART: The Society for Assisted
Reproductive Technology.


In one of the first examples of its kind for reproduction, a sophisticated external micro-fluidics hardware add-on has been paired with a consumer-facing (no clinical background needed) application for diagnostic semen analysis.16 The results were published in a rigorously validated and peer-reviewed study using standard World Health Organization (WHO) criteria3 for sperm concentration, motility, total sperm count, total motile sperm count, and linear and curvilinear velocities and benchmarked results against gold standard computer-assisted semen analyses (CASA). Additionally, the usability and simplicity of the app was evaluated by recruiting untrained users to participate in a double-blinded evaluation of semen analysis using the smartphone-based platform and CASA. This application was not commercialised at the time of writing this review.

Subsequently, a similar commercially available application called “YO” was FDA approved for motile sperm testing and concentration. It has a cut off value above and below a 6 million per mL, therefore it is not recommended for specialised tests, like vasectomy confirmation. The YO device demonstrated good correlation and good to moderate agreement with an automated semen analyser. The precision among the YO phone devices was lower (16.0%) than the manufacturer’s claim of ≤20.0%.17

Clinical Reproduction Research

Pregnant women have been under-represented in research studies, resulting in dangerous deficiencies in evidence-based guidance for treatment. To that end, Topol et al.18 implemented the first pregnancy research app for large-scale collection of survey and sensor-generated data to improve our understanding of factors that promote a healthy pregnancy (for both the mother and developing fetus). They enrolled 2,058 demographically diverse pregnant women from all 50 states, fairly representing USA population averages. They summarised the findings from 14,045 individual surveys and 107,102 total daily measurements of sleep, activity, blood pressure, and heart rate, demonstrating the potential for a smartphone-based research platform to capture an array of longitudinal, objective, and subjective participant-generated data from an under-represented and diverse population of pregnant women.

Bull et al.19 analysed over half a million ovulation cycles worth of data collected via the FDA-approved ‘Natural Cycles’ app to rewrite understanding of the key stages of ovulation. They showed that few women have the textbook 28-day cycle, with some experiencing very short or very long cycles. The findings show an average cycle length is 29.3 days and only around 13% of cycles are 28 days in length. Across the study, only 65% of women had cycles that lasted between 25 and 30 days. The Natural Cycles app claims to be useful as a hormone-free method of birth control, studies have demonstrated a ‘typical use’ failure rate over 13 menstrual cycles of 8.3%.20

Infertility Patient Awareness and Education

The Society for Assisted Reproductive Technology (SART) recently launched the SART Mobile App.21 The app includes a calculator that offers personalised information based on years of national research data and millions of patients and treatments. IVF patients can submit their individual information and receive feedback for various treatment options. They can find and speak with a fertility clinic, schedule clinic appointments, and even manage treatment information. The app also includes a pregnancy wheel and a section for IVF news and information.

An additional 25 apps out of 140 reviewed (17.9%) contain information or functions specifically related to infertility or its management.22 High quality infertility applications were noted as allowing users to track fertility medications, symptoms, and results. Additional features include reminders of fertility doctor appointments and when to administer fertility medication, results tracking (including blood type information, sperm counts, and blood levels), notes section for tracking of issues for later reference, and ability to track symptoms.

IVF Laboratory Digital Quality Control

There are at least 200 known variables that can impact IVF outcome.23 The potential linking of quality control performance to enhanced patient care and outcomes using mobile app technology is intriguing. IVFqc recently released an app called Reflections™ that allows customisation of quality control for any laboratory instrument and associated parameters.24 The app is accessible from any internet-connected device (computer, tablet, or smartphone of any make) and allows for real-time instrument fluctuation tracking and detailed reporting.25 They recently reported quality control data from 36 clinics across 12 countries.26

In the USA, competency of personnel responsible for testing in an IVF lab is required to be evaluated at least semiannually during the first year the individual tests patient specimens, and at least annually thereafter. Competency assessment must be performed for testing personnel for each test that the individual is approved by the laboratory director to perform. Curchoe et al.27 created a HIPAA compliant mobile application28 to assess the clinical decision-making of ART laboratory staff for more than 80 common andrology and embryology procedures, track new staff competency during employee on-boarding and annually thereafter, and provide real time in-cycle statistics for staff-related IVF cycle parameters.

Eggschain29 is a blockchain-based mobile app that allows women to create a digital, trackable identity using blockchain technology for their frozen eggs and embryos. Eggschain aims to utilise the “immutable and secure” nature of blockchain technology to help women to indisputably prove that frozen eggs and embryos are their own. To date, there have been no abstracts or primary literature published evaluating these claims.29

Embryologist Education Applications

The Carnegie Collection of Embryology, housed at the National Museum of Health and Medicine (NMHM), Silver Spring, Maryland, USA, is used by embryologists worldwide to define normal human embryo development. The Embryo App includes films on fertilisation and IVF, a pregnancy calculator, and a lab manual section. The lab manual presents photographs, 3D reconstructions, animations, reference labels, and information on the early stages (1–23) of embryonic development. The application links to social networks and to extended resources from the National Library of Medicine, Bethesda, Maryland, USA; Louisiana State University, Baton Rouge, Louisiana, USA; NMHM and other institutions.30


Mobile apps are increasingly used in reproductive healthcare to promote wellness, treat, diagnose, aid clinical decision-making, manage patient care, and collect data for medical research. Mobile app technology has many advantages: HIPAA compliance, rapid data collection and real time reporting, real-time analysis, management and distribution of multi-media files, and the ability to utilise hardware add-ons or proprietary device hardware features, and to collect biometric data to ensure the identity of the tester. However, questions remain about the clinical validity and utility of these new mobile tools for reproductive healthcare. Known limitations of mobile apps include: lack of evidence of clinical effectiveness, lack of integration with the healthcare delivery systems, lack of formal evaluation and review, and potential threats to safety and privacy.31

Quality assessment methodologies and tools for mobile apps have been adapted from assessments for other digital technologies, such as websites. Nouri et al.32 reviewed currently used models, codes, and scales for assessment of mobile health-related apps. Important assessment criteria included: accuracy, information quality, and security among others. Menstrual tracking apps have been consistently assessed for their functionality and accuracy. In 2016, Moglia et al.33 scored 108 menstrual tracking apps, and their primary criterion for ongoing inclusion was accuracy. They concluded “Most free smartphone menstrual cycle tracking apps for patient use are inaccurate. Few cite medical literature or health professional involvement.”33 Updating this analysis in 2019, Zwingerman et al.22 identified 140 menstrual tracking apps, with a low overall app quality score of 32%, and a further 31 apps (22.1%) with serious inaccuracies in content, tools, or both. When 218 menstrual tracking apps were assessed in 2016 for their use in preventing unintended pregnancy, over 40% were found to not mention any modern contraceptive methods at all.3⁴ This systematic review by Mangone et al.3⁴ found that very few fertility awareness apps have clinically relevant, evidence-based usefulness, and many of them may even increase the likelihood of unintended pregnancy due to the low effectiveness of the contraceptive methods promoted.34 For this reason, the American College of Obstetricians and Gynecologists (ACOG) only advocates use of mobile applications to track menstrual cycles, not as a primary tool to prevent or achieve pregnancy.33

The Natural Cycles mobile app investigated by Bull et al.18 has a ‘typical use’ failure rate of preventing pregnancy up to 8.3% of the time.19 In some cases, the failure of the app to prevent pregnancy has resulted in pregnancy-terminations, generating lawsuits in their wake.35 The findings of Bull et al. have significant implications for fertility awareness apps that use ‘ideal’ cycle calendars to generically calculate fertile windows to either plan or prevent a pregnancy.  Additionally, there have been major HIPAA compliance concerns with some fertility tracking apps. These applications often ask for intimate details: sexual activity, history of abortions, cervical mucus consistency, orgasm frequency, and preferred sex positions. It was recently reported that the Glow (a pregnancy planning app) was plagued by a series of security flaws, exposing sensitive information to anyone who cared to look. It was characterised as a “jackpot for stalkers.”3⁶ They have since added a new section to their website, inviting hackers to “research” security flaws and responsibly report them.

Without question, laboratory quality control and assurance must be performed routinely in an IVF lab. While the embryologist’s role in achieving and contributing to quality37 through safety in the assisted reproduction lab is obvious; appropriate levels of monitoring, what to monitor, and the best ways to monitor it are surprisingly unclear. Until just recently, the anatomy of a liquid nitrogen dewar failure,38 how a storage vessel behaves when the vacuum is breached, was unknown, and recent investigations have also quantified major differences in instrument monitoring practices worldwide.26 Staff competency is a crucial component of the IVF laboratory’s quality management system  because it directly impacts clinical outcomes. Embryologists must be competent to make several clinical decisions that can affect cycle outcomes.  Certain IVF key performance indicators39 are used to continuously monitor and assess culture conditions.

Digital and ‘cloud based’ solutions to discover malfunctioning instruments and environments have been best practice tools for over 20 years in other industries such as aerospace, automotive, and manufacturing.  It seems as though the time of digital quality control is long overdue for the IVF lab, and that IVFqc and ART Compass represent a new paradigm, but future publications detailing how the measured parameters relate to clinical outcomes will help to further advance the field of IVF lab quality control.

Cryopreservation of reproductive tissues was once an adjunctive procedure, but in contemporary IVF labs it enables preimplantation genetic diagnosis after blastocyst biopsy, deferred transfer to a more favourable uterine environment, and fertility preservation. Chain of custody for reproductive tissues is related to both staff competency and quality control, with cryopreservation and storage of human embryos and gametes emerging as a clear subspecialty of the assisted reproductive technologies industry.40 New technologies, including a mobile app that promises to help solve chain of custody issues, such as pairing the wrong gametes together or the wrong embryo with the intended parent, are needed. The Eggschain mobile app, while promising, is marketing a ‘clear chain of custody for decisions by-laws, contracts, estate plans.’ It is unclear at the time of writing if the technology could fulfill these promises, or if it has been tested in a court of law.


The challenge for these new technologies is to prove that they meet the accuracy standards of tested, tried, and true methods. New health or research-related apps that have the potential to impact patients, curate very sensitive health data, and or impact patient care require vigorous validation.

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