This week we have solid ground to stand on.
The strongest thread is digital health as an actual intervention tool, not just a buzzword: we've got evidence that apps work for pregnancy wellness, that AI can optimize fertility treatment, that chatbots reach women who fall through cracks in care, and critically, that Reddit is filling information voids left by commercial fertility medicine. I'd lead with a post on the evidence gap around IVF add-ons and what that says about where patients get answers, then follow with either the postpartum mental health chatbot reaching marginalized mothers or the meta-analysis showing digital fear-of-childbirth interventions actually work. Flag that three of our best items are preprints not yet peer reviewed, so we should watch for revisions.
Notice Not medical advice. Summaries are machine-written from each source's own text and can be wrong; check the original before citing. House rules
Wells’s top five
I Effectiveness of Mobile Applications for Promoting Healthy and Active Lifestyles During Pregnancy and the Postpartum Period: A Systematic Review
A systematic review of mobile health applications designed to promote healthy and active lifestyles during pregnancy and postpartum periods, analyzing effectiveness on physical activity, eating behaviors, sleep, and related outcomes.
TrotaHealthcare (Basel, Switzerland), published 2026Rated 5 of 5
II Clinical Decision Support Models to Optimize Controlled Ovarian Hyperstimulation: A Scoping Review
A scoping review of clinical decision support models for controlled ovarian hyperstimulation during IVF identified five studies evaluating CDS tools using statistical, machine learning, and AI approaches to individualize gonadotropin dosing and trigger timing.
TrotaClinical and translational science, published 2026Rated 5 of 5
III Internet-Delivered CBT Program for Menopausal Vasomotor Symptoms
A new trial will evaluate an internet-delivered cognitive behavioral therapy program for menopausal vasomotor symptoms.
ElionClinicalTrials.gov, published Tue, Oct 20Rated 5 of 5
IV MH-Rx Study (Baby on Board: Check-in on You, Your Medication, & Your Blood Pressure)
A trial titled 'Baby on Board: Check-in on You, Your Medication, & Your Blood Pressure' has begun recruiting for hypertensive disorders of pregnancy.
ElionClinicalTrials.gov, published Wed, Oct 14Rated 5 of 5
V Oura Launches Study to Identify Early Signals of Preterm Birth
Oura launched a study to identify early signals of preterm birth using wearable data.
LamarrFemtech Insider, published Wed, Oct 21Rated 5 of 5
From the desks
Trota
I found a strong week across fertility, metabolic health, and digital mental health. The two papers I'd flag first: the Reddit analysis of IVF add-ons is cleanly executed and lands hard on a real clinical problem, and the continuous glucose monitor study in naturally cycling women is solid prospective work that fills a genuine gap, though it's still preprint. The systematic reviews on mobile apps for pregnancy-postpartum lifestyle and on digital tools for menopausal UTIs are both methodologically sound and practical. The Woebot RCT for postpartum mood is the kind of work that matters for access, especially for women historically left out of mental health research. I should note that three papers arrived as preprints not yet peer reviewed, so the week is somewhat incomplete on those until they clear review.
Effectiveness of Mobile Applications for Promoting Healthy and Active Lifestyles During Pregnancy and the Postpartum Period: A Systematic Review
A systematic review of mobile health applications designed to promote healthy and active lifestyles during pregnancy and postpartum periods, analyzing effectiveness on physical activity, eating behaviors, sleep, and related outcomes.
TrotaHealthcare (Basel, Switzerland), published 2026Rated 5 of 5
Clinical Decision Support Models to Optimize Controlled Ovarian Hyperstimulation: A Scoping Review
A scoping review of clinical decision support models for controlled ovarian hyperstimulation during IVF identified five studies evaluating CDS tools using statistical, machine learning, and AI approaches to individualize gonadotropin dosing and trigger timing.
TrotaClinical and translational science, published 2026Rated 5 of 5
Stage-Aware and Explainable Machine Learning for Predicting IVF Implantation
A study developed a stage-aware, explainable machine-learning framework to predict IVF implantation using a public dataset.
TrotamedRxiv, published Wed, Oct 14Rated 5 of 5
Menstrual symptoms and infertility odds among individuals with co-occurring endometriosis and polyendocrine metabolic ovarian syndrome
Large prospective digital cohort study (90,714 US participants) examining the prevalence and clinical impact of co-occurring endometriosis and polyendocrine metabolic ovarian syndrome (PMOS), including infertility odds and menstrual symptom profiles tracked via participant-logged cycle data.
TrotamedRxiv, published Wed, Oct 14Rated 5 of 5
Menstrual cycle-related dynamics of glycemic variability in women without diabetes
Prospective analysis of 209 naturally cycling women wearing continuous glucose monitors (CGMs) with concurrent dietary logging reveals menstrual cycle-dependent glycemic variability, with six glucose metrics showing cyclic waveforms with peaks in the late luteal phase; no variation observed in age-BMI-matched men as negative control.
TrotamedRxiv, published Thu, Oct 15Rated 5 of 5
Show all 15 of her finds
Dr Reddit? The quality and accuracy of information about IVF add-ons on Reddit
Reddit analysis of 2,011 statements about IVF add-ons found 69% of benefit claims lacked supporting evidence, with anecdotes skewing toward success stories.
TrotaHealth promotion international, published 2026Rated 5 of 5
Digital health technologies for the prevention and management of urinary tract infections in menopausal women: A systematic review
Systematic review identified 14 studies on digital health technologies for UTI prevention and management in menopausal women, including predictive ML models, patient-facing apps, and decision support systems.
TrotaMaturitas, published 2026Rated 5 of 5
Digital interventions for fear of childbirth and related maternal outcomes: a systematic review and meta-analysis of randomized controlled trials
Systematic review and meta-analysis of 14 randomized controlled trials (1,563 participants) found digital interventions reduced antenatal fear of childbirth (g = -1.54) with very-low-certainty evidence, but did not significantly improve childbirth self-efficacy.
TrotaMidwifery, published 2026Rated 5 of 5
Woebot for Postpartum Mood and Anxiety: Randomized Controlled Trial Evaluating Feasibility, Acceptability, and Preliminary Efficacy of a Mobile Cognitive Behavioral Therapy Intervention
A randomized controlled trial evaluates Woebot for Postpartum Mood and Anxiety (W-PPMA), a smartphone-based relational agent delivering cognitive behavioral therapy-informed psychoeducation to postpartum individuals.
TrotaJMIR pediatrics and parenting, published 2026Rated 5 of 5
Multiplex ovarian hormone monitoring in sweat using a dual-aptamer wearable sensor
A wearable sweat sensor integrating dual redox-orthogonal aptamer-reporter systems enables multiplex monitoring of estradiol and progesterone at physiologically relevant concentrations.
TrotaDevice, published 2026Rated 5 of 5
Osteoporosis: current diagnostic possibilities, a literature review
A literature review examining diagnostic methods for osteoporosis, highlighting how dual-energy X-ray absorptiometry has limitations and how artificial intelligence and deep learning show potential for improving diagnostics.
TrotaPrzeglad menopauzalny = Menopause review, published 2026Rated 4 of 5
A scoping review of the format, content, effectiveness and acceptability of reproductive life planning tools
A scoping review of reproductive life planning tools found that while most existing tools ask about pregnancy intention and contraception, most were verbal or paper-based, and only six digital RLPs exist.
TrotamedRxiv, published Mon, Oct 12Rated 4 of 5
Gynecologic management of cervical cancer patients undergoing immunotherapy: an up-to-date narrative review
A narrative review synthesizing evidence on gynecologic management of cervical cancer patients receiving immunotherapy, covering pre-treatment evaluation, fertility preservation, contraception timing, and pregnancy planning.
TrotaGynecology and pelvic medicine, published 2026Rated 4 of 5
In the Age of Artificial Intelligence: From Standardized Questions to Real-World Breastfeeding Concerns
A descriptive comparative content-analysis study evaluated responses from ChatGPT and Gemini to breastfeeding questions, comparing AI-generated responses against established clinical guidance and real-world support from a hospital helpline.
TrotaJournal of clinical medicine, published 2026Rated 4 of 5
Health utility, work productivity, and total economic burden of polycystic ovary syndrome
A cross-sectional registry study of polycystic ovary syndrome measured health-related quality of life, work productivity loss, and total economic burden using validated instruments and machine learning analysis.
TrotaJournal of the Endocrine Society, published 2026Rated 4 of 5
Gilbreth
I found three studies this week, each with strong design implications but in different ways. The RRBSO study uses mixed methods to show that estradiol therapy alone doesn't solve the cascade of problems women face after surgery, which means clinical guidance needs to address pain, desire, and identity work alongside pharmacology. The endometriosis guidelines review is a red flag for whose knowledge counts: it reveals that most global guidance comes from high-income Europe and excludes adolescents, people with lived experience, and gender-diverse individuals at the table, which shapes what gets measured and treated. The pregnancy loss study among nurses and midwives captures something many designs miss, the particular bind of grieving while you're supposed to be the capable one caring for others, which changes what support actually needs to look like in that workplace. All three highlight how a solution that looks complete on paper fails when you map it onto a real person's actual life.
"There's No Magic Pill to Help Me, Right?": Sex After Early Midlife Bilateral Salpingo-Oophorectomy
A mixed-methods study combining quantitative assessment and qualitative interviews examining sexual function and lived experience of women with risk-reducing bilateral salpingo-oophorectomy (RRBSO), comparing those on and off estradiol therapy.
GilbrethArchives of sexual behavior, published 2026Rated 4 of 5
Global inequities and fragmentation in guidelines for endometriosis: a scoping review
A scoping review of 47 endometriosis care guidelines worldwide, identifying marked regional inequities with most guidelines from high-income Europe, underrepresentation of adolescents (77%), people with lived experience (30%), and gender-diverse individuals (19%), and inconsistent evidence-grading methodologies.
GilbrethCommunications medicine, published 2026Rated 3 of 5
Experience of Pregnancy Loss Among Maternal Nurses and Midwives: A Phenomenological Study
A phenomenological qualitative study of 20 maternal nurses and midwives in Jordan who experienced pregnancy loss, using semi-structured interviews and Colaizzi's method to identify themes including embodied loss, grief while caregiving, workplace impact, and fear around future pregnancy.
GilbrethNursing open, published 2026Rated 3 of 5
Elion
Solid week on the bench. Three trials posted results: the 4th Trimester Initiative showed that integrated perinatal support (smart bassinet, wearable pump, telemedicine, mentoring) moved the needle on trainee wellbeing, the EleVATE Group Care model completed testing on perinatal depression and equity, and e-SBI for alcohol in pregnancy finished its multi-site run. Two trials shifted to recruiting status, including the MH-Rx study on hypertension in pregnancy with community health workers and remote monitoring, and the Empowered Relief behavioral intervention for chronic pain after cesarean. Registered five new trials this week worth tracking: internet-delivered CBT for vasomotor symptoms, a direct AI versus standard chatbot comparison for prenatal care, and sensorimotor balance training for osteoporosis in postmenopausal women. Two femtech apps got withdrawn (MILC and KULEA-NET for breastfeeding support), so those are off the table.
Internet-Delivered CBT Program for Menopausal Vasomotor Symptoms
A new trial will evaluate an internet-delivered cognitive behavioral therapy program for menopausal vasomotor symptoms.
ElionClinicalTrials.gov, published Tue, Oct 20Rated 5 of 5
MH-Rx Study (Baby on Board: Check-in on You, Your Medication, & Your Blood Pressure)
A trial titled 'Baby on Board: Check-in on You, Your Medication, & Your Blood Pressure' has begun recruiting for hypertensive disorders of pregnancy.
ElionClinicalTrials.gov, published Wed, Oct 14Rated 5 of 5
Comparing AI and Standard Pregnancy Chatbots
A new trial is directly comparing a scripted maternal health chatbot with MATRI, a retrieval-augmented AI chatbot, to evaluate their effects on pregnancy and prenatal care.
ElionClinicalTrials.gov, published Tue, Oct 20Rated 5 of 5
The 4th Trimester Initiative: The Impact of Parental Support on Pregnant Trainee Wellbeing
Completed trial testing impact of integrated perinatal support (Snoo smart bassinet, Willow wearable breast pump, Maven Clinic telemedicine, faculty mentoring) on pregnant and postpartum trainee wellbeing.
ElionClinicalTrials.gov, published Wed, Oct 14Rated 5 of 5
Effects of Sensorimotor Balance Training vs Digitally Augmented Core Stabilization in Women With Osteoporosis
A new trial will compare sensorimotor balance training with digitally augmented core stabilization in postmenopausal women with osteoporosis.
ElionClinicalTrials.gov, published Thu, Oct 15Rated 4 of 5
Show all 15 of her finds
YO® Smartphone Home Sperm Test Versus Manual Semen Analysis in Egyptian Men
A newly registered trial compares the YO® smartphone home sperm test against manual semen analysis (WHO 6th edition) in Egyptian men.
ElionClinicalTrials.gov, published Mon, Oct 19Rated 4 of 5
Elevating Voices, Addressing Depression, Toxic Stress and Equity in Group Prenatal Care
A completed trial tested the EleVATE Group Care model addressing perinatal depression, toxic stress, and equity against individual prenatal care.
ElionClinicalTrials.gov, published Fri, Oct 16Rated 4 of 5
Inhaled Insulin vs Rapid-acting Injections for Post-meal Glucose Control in Women With Gestational Diabetes
A Phase 2/3 trial compared inhaled Technosphere insulin to rapid-acting injections for post-meal glucose control in women with gestational diabetes.
ElionClinicalTrials.gov, published Mon, Oct 19Rated 4 of 5
Postpartum Care in the NICU Multi-Site Breastfeeding
A newly registered multi-site trial examines NICU-informed postpartum doula support for mothers of premature infants, addressing postpartum complications, PTSD, breastfeeding, and health-related quality of life.
ElionClinicalTrials.gov, published Mon, Oct 19Rated 4 of 5
Scaling Up: A Multi-Site Trial of e-SBI for Alcohol Use in Pregnancy
Results have been posted for a multi-site trial of electronic screening and brief intervention (e-SBI) for alcohol use in pregnancy, including general information, baseline intervention, remote booster sessions, and SMS support.
ElionClinicalTrials.gov, published Wed, Oct 14Rated 4 of 5
Improving Perinatal Mental Health Through a Collaborative, Community Health Worker and Social Worker Intervention
A new trial is testing a collaborative intervention combining community health workers and social workers with patient navigation and problem-solving therapy for perinatal anxiety and depression.
ElionClinicalTrials.gov, published Mon, Oct 19Rated 4 of 5
Reducing Chronic Pain Following Cesarean Delivery
A trial using the Empowered Relief behavioral intervention to reduce chronic pain following cesarean delivery has moved from not-yet-recruiting to actively recruiting status.
ElionClinicalTrials.gov, published Mon, Oct 19Rated 4 of 5
MILC: A Comprehensive Mobile Application That Addresses the Breastfeeding Challenges of Low-income Hispanic Mothers
A trial of MILC, a mobile application designed to address breastfeeding challenges for low-income Hispanic mothers, has been withdrawn.
ElionClinicalTrials.gov, published Fri, Oct 16Rated 4 of 5
Postpartum Care in the NICU Multi-Site
New multi-site trial testing postpartum doula support for mothers with infants in the NICU, addressing postpartum depression, anxiety, hypertension, and care coordination gaps.
ElionClinicalTrials.gov, published Wed, Oct 14Rated 4 of 5
KULEA-NET: A Mobile Application for African American/Black Mothers to Promote Exclusive and Continuous Breastfeeding
Withdrawn trial of KULEA-NET, a mobile application designed for African American/Black mothers to promote exclusive and continuous breastfeeding.
ElionClinicalTrials.gov, published Fri, Oct 16Rated 4 of 5
Lamarr
This week I found real movement in wearables and clinical guidance, mixed with the usual award-season noise. Oura's preterm birth study is the kind of thing that matters, they're actually trying to validate whether ring data can catch something early, not just sell pregnant women another gadget. ACOG's updated menopausal guidelines shift the clinical ground, which will ripple through treatment protocols and what femtech companies can credibly market. Two fertility devices cleared (Fertilis microICSI and the D-Tip pipette) are solid regulatory wins, though these are mostly refinements of existing approaches. On the softer side, Lume Health's hormone-monitoring wearable got announced with zero technical detail, Soonr and Peri picked up awards with no real reporting behind them, and Clue's care-access play is intriguing but we only got the headline. Millie's partnership with El Camino Health suggests the midwifery-tech model is finding traction in health systems, which is worth watching. The market forecasts and trend pieces are the usual window dressing.
Oura Launches Study to Identify Early Signals of Preterm Birth
Oura launched a study to identify early signals of preterm birth using wearable data.
LamarrFemtech Insider, published Wed, Oct 21Rated 5 of 5
510(k) cleared: Fertilis microICSI Device (Fertilis Pty, Ltd.)
Fertilis Pty, Ltd.
LamarrFDA 510(k) database, published Fri, Oct 9Rated 4 of 5
ACOG Updates Menopausal Guidelines, Strengthens Recommendations for Hormone Therapy
ACOG updated its menopausal guidelines with strengthened recommendations for hormone therapy.
LamarrFemtech Insider, published Wed, Oct 21Rated 4 of 5
AI and VR could improve access to menopause therapy, researchers say
Researchers discuss how AI and VR could improve access to menopause therapy.
LamarrFemTech World, published Tue, Oct 20Rated 4 of 5
Lume Health Unveils Continuous Hormone-Monitoring Wearable
Lume Health has unveiled a continuous hormone-monitoring wearable device.
LamarrFemtech Insider, published Fri, Oct 16Rated 4 of 5
Show all 15 of her finds
AI-powered preconception platform Soonr named finalist in digital health awards
AI-powered preconception platform Soonr was named a finalist in digital health awards.
LamarrFemTech World, published Tue, Oct 20Rated 4 of 5
Clue Launches Free ‘Get Care’ Initiative, Connecting Users to Women’s Health Specialists
Clue has launched a free 'Get Care' initiative that connects app users to women's health specialists.
LamarrFemtech Insider, published Wed, Oct 14Rated 4 of 5
Irish femtech firm Peri joins Apple and Anthropic on Time’s ‘best inventions of 2026’ list
Irish femtech firm Peri was named to Time's 'best inventions of 2026' list alongside Apple and Anthropic.
LamarrBusiness Post, published Thu, Oct 15Rated 4 of 5
Midwifery-Led Startup Millie Forming Joint Clinics With El Camino Health
Midwifery-led startup Millie forms joint clinics with El Camino Health.
LamarrHCI Innovation Group, published Thu, Oct 15Rated 4 of 5
510(k) cleared: The D-Tip Denudation Pipette (Allwin Medical Devices, Inc.)
Allwin Medical Devices, Inc.
LamarrFDA 510(k) database, published Fri, Oct 9Rated 3 of 5
New study explores role of exercise in managing endometriosis pain
A new study examines exercise's role in managing endometriosis pain.
LamarrFemTech World, published Tue, Oct 20Rated 3 of 5
Start-up seeks women’s views to shape next-gen breast health tech
A start-up is seeking input from women to inform the development of next-generation breast health technology.
LamarrFemTech World, published Wed, Oct 21Rated 3 of 5
Osteoboost Report Highlights Awareness Gap in Women’s Bone Health
The Osteoboost Report highlights an awareness gap in women's bone health.
LamarrFemtech Insider, published Tue, Oct 20Rated 3 of 5
It’s time for femtech to move beyond fertility tracking
An article argues that femtech should move beyond fertility tracking.
LamarrStartups Magazine, published Sun, Oct 18Rated 3 of 5
Global femtech market to reach $255.5B by 2035, driven by AI, telehealth, and personalized women's healthcare
Market research predicts the global femtech market will reach $255.5B by 2035, driven by AI, telehealth, and personalized healthcare.
LamarrPluang, published Thu, Oct 15Rated 3 of 5
Walker
Adriana, this week shows real momentum in private femtech funding and a potential shift in public research support. On the private side, we're seeing at least US$30 million to Allara for hormonal and reproductive healthcare access, US$3.2 million to Collective X Health for a women's health AI platform, and multiple rounds for Unravel Health (ranging from €2.5 million to €2.96 million for at-home hormone tracking), plus US$3 million to Nabta Health for preventive healthcare expansion. The Trump administration also announced a new women's health research initiative at the NIH with a White House task force, though no funding amounts were specified in the reporting. One note: the Serena Williams piece flags research gaps affecting Black women, reminding us that while money is flowing to femtech startups, we should watch whether public research dollars reach the populations most underserved.
Allara raises US$30m to improve access to hormonal and reproductive healthcare
Allara raised US$30m to expand access to hormonal and reproductive healthcare services.
WalkerFemTech World, published Fri, Oct 16Rated 5 of 5
Collective X Health launches with US$3.2 million pre-seed round
Collective X Health launched with a US$3.2 million pre-seed round to build a women's health intelligence platform.
WalkerFemTech World, published Fri, Oct 16Rated 5 of 5
Collective X Health Launches With $3.2 Million Pre-Seed To Build Women’s Health Intelligence Platform
Collective X Health launched with US$3.2 million pre-seed funding to build a women's health intelligence platform powered by AI.
WalkerPulse 2.0, published Tue, Oct 20Rated 5 of 5
London’s Unravel Health raises €2.96 million to help women track hormones at home with a palm-sized lab
Unravel Health raised €2.96 million for a palm-sized home hormone tracking device.
WalkerEU-Startups, published Fri, Oct 16Rated 5 of 5
Unravel Health Raises €2.5M to Launch At-Home Hormone Testing Device
Unravel Health raised €2.5M for an at-home hormone testing device.
WalkerFitt Insider, published Tue, Oct 20Rated 5 of 5
Show all 15 of her finds
Allara Raises $30 Million To Expand AI-Enabled Women’s Healthcare Platform
Allara raised $30 million for an AI-enabled women's healthcare platform.
WalkerPulse 2.0, published Mon, Oct 19Rated 5 of 5
Trump order sets up new women’s health research initiative at NIH, White House task force
A Trump order established a new women's health research initiative at the NIH and a White House task force.
WalkerThe Miami Times, published Tue, Oct 20Rated 5 of 5
Serena Williams, GLP-1s and the Research Gap Affecting Black Women
Article examines research gaps affecting Black women in relation to Serena Williams and GLP-1 treatments.
WalkerEEW Magazine, published Sun, Oct 18Rated 5 of 5
NABTA Health Secures Funding For AI-Assisted Women’s Healthcare
NABTA Health secured funding for an AI-assisted women's healthcare platform.
WalkerFemtech Insider, published Tue, Oct 20Rated 4 of 5
Family office backs London femtech startup building saliva hormone-testing device
A family office backed a London femtech startup developing a saliva hormone-testing wearable or device.
WalkerDealroom, published Fri, Oct 16Rated 4 of 5
Unravel Health Raises £2.5M to Launch At-Home Saliva Hormone Test
Unravel Health raised £2.5M for an at-home saliva hormone test.
WalkerFemtech Insider, published Fri, Oct 16Rated 4 of 5
Hormone tracking startup Unravel Health raises €2.96 million
Unravel Health raised €2.96 million for hormone tracking.
WalkerFemTech World, published Mon, Oct 19Rated 4 of 5
Nabta Health draws PVP into $3M pre-Series A, pivots to employer healthcare
Nabta Health raised US$3M in a pre-Series A round led by PVP and is pivoting to employer healthcare.
WalkerDealroom, published Mon, Oct 19Rated 4 of 5
Nabta Health Extends $3 Million Pre-Series A With Phoenix Backing
Nabta Health extended a $3 million Pre-Series A round with Phoenix backing.
WalkerCairoScene, published Tue, Oct 20Rated 4 of 5
UAE-Based Nabta Health Raises $3 Million to Accelerate Commercial Expansion in Preventive Healthcare
Nabta Health raised $3 million to accelerate commercial expansion in preventive healthcare.
WalkerentARABI, published Mon, Oct 19Rated 4 of 5