Dr. Brown studies a variety of important health issues ranging from the transmission of infectious diseases like Monkeypox and COVID-19, to the treatment strategies for conditions such as incidental gallbladder cancer and chronic overlapping pain. He employs advanced techniques like machine learning to predict challenging behaviors in children with developmental disabilities, which can help tailor individual interventions to their needs. Additionally, his research addresses emergency medicine protocols to optimize treatment during critical situations, such as severe bleeding.
Key findings
In the Monkeypox study, there were no reported cases of secondary transmission among nearly 1,600 people who had close contact with infected travelers, indicating air travel may not significantly spread the virus.
For patients with incidental gallbladder cancer, those who underwent further liver surgery had a 5-year disease-free survival rate of 51 months, compared to 15 months for those who did not receive such surgery.
In predicting challenging behaviors in children with developmental disabilities, Dr. Brown’s machine learning models identified 83.5% of at-risk children correctly.
Patients assisted by emergency medicine pharmacists received blood-thinning reversal medication an average of 76 minutes faster than those without such assistance.
In a study of chronic overlapping pain among young adults, 77.7% of participants reported no improvement in symptoms despite seeing multiple healthcare providers.
Frequently asked questions
Does Dr. Brown study Monkeypox and its transmission?
Yes, he conducted research on how Monkeypox spreads in relation to air travel.
What treatments has Dr. Brown researched for gallbladder cancer?
He studied the impact of surgery and chemotherapy on improving survival for patients with incidental gallbladder cancer.
Is Dr. Brown's work relevant to children with behavioral challenges?
Absolutely, his research focuses on predicting and managing challenging behaviors in children with developmental disabilities.
How does Dr. Brown's research help patients with chronic pain?
His studies examine the healthcare utilization of young adults with chronic overlapping pain to find better treatment strategies.
What is Dr. Brown's approach to emergency medical treatment?
He evaluates how roles like emergency medicine pharmacists can improve the speed and effectiveness of critical treatments in severe bleeding cases.
Publications in plain English
Parent Perceptions of Food Fundraising as a Part of School Food Policy in Regina Elementary Schools.
2026
Canadian journal of dietetic practice and research : a publication of Dietitians of Canada = Revue canadienne de la pratique et de la recherche en dietetique : une publication des Dietetistes du Canada
Brown C., Nasser R., Bearman S., Forbes H., Hurst D. +1 more
Plain English This study looked at what parents think about food policies and fundraisers at Regina elementary schools. Most parents (78%) believe that children's nutrition should be a top priority in schools, but only 32% knew there was a food policy in place. While many parents (68%) want fundraisers to promote health, 57% think it’s acceptable to use unhealthy foods occasionally since they believe healthier fundraisers can still make good profits.
Who this helps: This research benefits parents, school administrators, and health advocates.
SATB2 Induces Malignant Transformation and Cancer Stem Cell Characteristics, and Inhibition of Its Expression Reverses Drug Resistance in Mesothelioma.
2026
Cells
Brown C, Srivastava S, Srivastava R, Srivastava R, Morvant J +2 more
Plain English Researchers studied a protein called SATB2 to see how it affects a type of cancer known as malignant pleural mesothelioma (MPM). They found that high levels of SATB2 in cancer cells made them more aggressive and resistant to common treatments; specifically, silencing SATB2 made these cells more sensitive to chemotherapy drugs like cisplatin and pemetrexed. This matters because targeting SATB2 could improve treatment outcomes for patients with mesothelioma who currently struggle with drug resistance.
Who this helps: Patients with malignant pleural mesothelioma.
Global policy review to identify links between climate change and antimicrobial resistance.
2026
Public health
Thornton AJ, Badger K, Robinson RFS, Moon K, Van Bavel B +6 more
Plain English This research looked at how global policies regarding climate change and antibiotic resistance connect with each other. Out of 81 antibiotic resistance policies and 155 climate policies reviewed, only 10 (12%) of the antibiotic policies and 19 (12%) of the climate policies mentioned a link between the two issues. The findings show that while some policies recognize this relationship, they usually only mention it briefly without providing detailed solutions, which is a concern for effective response strategies.
Who this helps: This helps policymakers and health officials who are working to address the impacts of climate change and antibiotic resistance.
The re-infection rate over time following two-stage revision knee arthroplasty for peri-prosthetic joint infection: A retrospective review of 130 knees at minimum 4-year follow-up.
2026
The Knee
Brown C, Renton D, McLintock B, Doonan J, Battyhcharya R +3 more
Plain English This study looked at how often patients got re-infected after having their knee joint replaced in a two-stage surgery to treat infection. Out of 130 knees examined, 17% became reinfected within 10 years, and most of these required further surgery to remove the implant. This matters because it highlights the long-term risks of infection even after surgery, helping doctors better manage patient expectations and follow-up care.
Who this helps: This benefits patients who have undergone knee replacement surgeries and their doctors in making informed decisions about treatment and monitoring.
Neighbourhood composition dictates expression of soil legacy effects on plant growth.
2026
PloS one
Oppon KJ, Brown C, Peetoom Heida I, Cahill JF
Plain English This study looked at how the surrounding plants and the type of soil affect the growth of a specific grass called Agrostis scabra. Researchers found that when A. scabra was planted in soil from areas with wolf-willow shrubs, its growth was reduced, but this negative effect disappeared when A. scabra was planted alongside other plants. The results show that the neighborhood of plants can strongly influence how well a plant grows based on the soil it's in, which is important for understanding how plant communities change over time.
Who this helps: This information benefits ecologists and land managers working to maintain healthy plant ecosystems.
Low-Dose Ketamine Infusions for Postoperative Analgesia in Patients on Chronic Opioids Therapy in General Inpatient Units: safety Signals and Monitoring Needs in a Retrospective Cohort.
2026
Journal of pain & palliative care pharmacotherapy
Guariento DC, Dadashian A, Xiao M, Brown C, Jose Jacob B +2 more
Plain English This study looked at how well low doses of ketamine work to relieve pain after surgery for patients who are already using opioids for chronic pain. Out of 89 patients, only 9% experienced mild side effects like hallucinations, which went away after adjusting the ketamine dose, and there were no serious side effects reported. This is important because it shows that ketamine can be safely used in regular hospital settings to manage postoperative pain without requiring extensive monitoring.
Who this helps: This helps patients recovering from surgery who rely on opioids for pain management.
An American College of Surgeons Committee on Trauma Stop the Bleed guideline on the use of improvised tourniquets for trauma patients with life-threatening extremity hemorrhage 2025.
2026
The journal of trauma and acute care surgery
Tran A, Dodd J, Dawson EG, Campion EM, Browder TD +21 more
Chronic complication risk and benefits of fenofibrate in type 2 diabetes by a PPARα polymorphism (rs6008845, C/T): a FIELD trial substudy.
2026
Diabetes research and clinical practice
Januszewski AS, Huang MLH, Mangani AS, Ong KL, Dalton C +13 more
Plain English This study looked at a specific gene variant (rs6008845) in adults with type 2 diabetes to see how it affects the risk of serious health problems and death, and how well a medication called fenofibrate works for them. Out of over 8,100 participants, about 36% developed chronic complications, with the highest risk (15%) observed in those with two copies of the T allele. The research found that fenofibrate significantly reduced the likelihood of vascular issues, showing positive effects regardless of the gene variant.
Who this helps: Patients with type 2 diabetes may benefit from using fenofibrate to lower their risk of serious health complications.
Hydrothermal Synthesis and Electronic and Optical Characterization of Ag(NH)AsS.
2026
Inorganic chemistry
McKeown Wessler GC, Wang T, Brown C, Graf GJ, Yao Y +3 more
Plain English This study looked at a specific type of semiconductor called Ag(NH)AsS, which has potential uses in electronics and energy applications. Researchers focused on how different factors, like the amount of solvent and the time spent synthesizing the material, can affect its creation and stability. They found that Ag(NH)AsS is stable when exposed to air at room temperature but can break down if heated to lower temperatures. Specifically, it has a band gap of 2.05 eV, which is important for its use in electronic devices.
Who this helps: This benefits researchers and engineers working on new electronic devices and energy technologies.
A Splice Acceptor Variant inIs Associated with Spondylocostal Dysostosis in a Litter of Mixed-Breed Dogs.
2026
Genes
Varney S, Vernau K, Brown C, Toedebusch C, Vo J +1 more
Plain English Researchers studied a rare disorder called spondylocostal dysostosis (SCDO), which causes spine and rib malformations, in a mixed-breed litter of dogs. They found a specific genetic mutation in two of the dogs that caused typical features of SCDO, while the third dog had a less severe condition. This is important because it links a genetic change to the disorder in dogs and shows similarities to human cases, helping to advance our understanding of both dog and human developmental issues.
Who this helps: This benefits veterinarians and researchers studying genetic disorders in dogs and potentially impacts human health research as well.
Coping mechanisms as moderators in the association between sleep and pain problems in young adults with chronic overlapping pain conditions.
2026
Journal of health psychology
Herrero Babiloni A, Sangalli L, Dal Fabbro C, Lavigne GJ, Brown C +3 more
Plain English This study looked at how coping strategies influence the relationship between sleep quality and pain in young adults who have ongoing pain conditions. Researchers found that worse sleep was linked to more intense pain, but using positive self-talk and distancing from pain helped lessen this impact. Specifically, positive self-statements and distancing reduced the pain intensity linked to poor sleep by about 16% and 15% respectively. This is important because it shows that managing how we cope with pain can potentially lessen its effects when sleep isn’t good.
Who this helps: This helps patients dealing with chronic pain and sleep issues.
Multiple Measles Transmission Events Associated with a Single Traveler Arriving in the United States, May 2025.
2026
The Journal of infectious diseases
Fowler JJ, Metz A, Barnes M, Gearhart SL, Filardo TD +21 more
Plain English In May 2025, a traveler infected with measles flew from Europe to the U.S., leading to multiple cases of the disease among people who were exposed during the flights and at the airport. A total of 135 travelers were identified as exposed, resulting in 15 secondary cases of measles and 2 additional cases linked to those secondary infections. This highlights the need for vaccination before international travel to prevent the spread of measles, especially since some infected individuals had already been vaccinated.
Who this helps: This helps travelers, health officials, and the general public by reducing the risk of measles outbreaks.
Recurrence and Function After Minimally Invasive Hallux Valgus Correction: A Dual-Centre Retrospective Comparative Cohort Study of MICA Alone vs MICA+DMMO.
2026
Foot & ankle orthopaedics
Genuth G, Moses N, Brown C, Stavrou P, Iselin LD
Plain English This study looked at two types of minimally invasive surgeries for correcting bunions (hallux valgus): one that only used a chevron-Akin technique (MICA) and another that combined this technique with a different procedure (DMMO). Researchers found that the MICA alone had a lower recurrence rate of 11.7%, while the combination approach had a much higher recurrence rate of 47.5%. Although patients did experience more significant improvements in physical function with the combined surgery, it also carried a notable risk of the bunion returning, which is important for patients and doctors to consider when deciding on treatment.
Who this helps: This helps patients considering surgery for bunions and their doctors in making treatment decisions.
Anticoagulation management and outcomes in patients with cancer-associated small venous thromboembolism: a retrospective cohort study.
2026
Journal of thrombosis and haemostasis : JTH
Kou R, Mallick R, Brown C, Hrubesz G, Mckeague S +6 more
Plain English This study looked at how well different blood-thinning treatments worked for cancer patients who had clots in their veins, specifically those in the legs or lungs. Researchers found that after six months, nearly 18% of patients with leg clots had more clots, and about 7% of those with lung clots experienced the same issue. Additionally, there was a risk of major bleeding in about 8% of patients with leg clots and 6% with lung clots. Understanding these risks is crucial for improving the care of cancer patients with blood clots.
Who this helps: This helps patients with cancer and their doctors in managing blood clot risks effectively.
Reverberation exacerbates effects of interruption on auditory spatial selective attention.
2026
JASA express letters
Figarola V, Liang W, Luthra S, Brown C, Shinn-Cunningham B
Plain English This study looked at how background noise and interruptions affect our ability to focus on specific sounds, like someone talking, and how reverberation (echo) changes this effect. The researchers found that interruptions made it harder for participants to remember spoken syllables, and it was even more difficult in noisy environments where echoes were present. Specifically, the decline in memory for the sound right after an interruption was more severe in reverberant rooms compared to quieter ones.
Who this helps: This helps patients with hearing difficulties and those in noisy environments, like hospitals or restaurants, where hearing is crucial.
Cross-sectional and within-person associations of chronic overlapping pain conditions and psychosocial functioning in young adults.
2026
The journal of pain
Boggero IA, Herrero Babiloni A, Ash PE, Gilmore GR, Brown C +2 more
Plain English This study looked at young adults (ages 18-34) who have multiple chronic pain conditions to understand how their pain affects other symptoms like fatigue, sleep problems, and emotional distress. Researchers found that those with four or more pain conditions experienced much higher fatigue compared to those with fewer conditions. Fatigue was linked to higher pain intensity and emotional issues, suggesting it plays a crucial role in the overall experience of these symptoms.
Who this helps: This research benefits young adults suffering from chronic pain conditions by highlighting the importance of managing fatigue alongside their other symptoms.
HIV-1-encoded circular RNA enhances viral transcription through Tat binding.
2026
Nature microbiology
Obi P, Yan L, Dujsikova A, Yeh YJ, Li I +13 more
Plain English This study looked at a specific type of genetic material called circular RNA (circRNA) produced by the HIV virus. Researchers found a viral circRNA, called circHIV, in blood samples from 18 individuals with HIV. This circRNA helps the virus produce more copies of itself by interacting with a key protein, leading to increased viral activity. This discovery is important because it reveals a new way that HIV can promote its growth, which could lead to better treatment strategies in the future.
Who this helps: Patients living with HIV.
Does Platelet-Rich Plasma Speed Recovery After Acute Lateral Ankle Sprain? A Prospective Comparative Study Among Athletes.
2026
Foot & ankle international
Genuth G, Stavrou P, Brown C, Iselin LD
Plain English This study looked at the effectiveness of platelet-rich plasma (PRP) injections in helping athletes recover from acute ankle sprains. It found that while both treatment groups saw improvements in function and pain, those who received PRP injections returned to unrestricted sports earlier (about 14.5 weeks) than those who only received standard care (about 17.8 weeks). This matters because faster recovery times can get athletes back to their sports sooner, which is essential for their performance and well-being.
Who this helps: This helps athletes recovering from ankle sprains.
Detecting Extrachromosomal DNA from Routine Histopathology.
2026
bioRxiv : the preprint server for biology
Khalid MA, Gratius M, Brown C, Younis R, Ahmadi Z +1 more
Plain English This study focused on a type of DNA called extrachromosomal DNA (ecDNA), which is linked to cancer progression and poor treatment outcomes. Researchers found that they could detect signs of ecDNA in standard pathology images from cancer samples, leading to more accurate identification of tumors with these harmful genetic features. Specifically, this method was able to identify tumors with ecDNA in glioblastomas and showed that these tumors are associated with worse survival rates.
Who this helps: This benefits doctors and oncologists by providing a more accessible way to screen for aggressive tumors in cancer patients.
Going beyond participation: community-led design and evaluation of the Philly Joy Bank.
2026
Frontiers in public health
Groves AK, Coaxum N, Sokale A, He Y, Kallem S +15 more
Plain English This study looked at a program in Philadelphia called the Philly Joy Bank, which provides guaranteed income, or cash payments, to Black parents during and after pregnancy. The researchers aimed to see how well the program works and if it helps parents meet their basic needs, reduce stress, and improve mental health for both parents and infants. They found that this approach might significantly help improve health outcomes for Black infants and their families, addressing serious racial disparities.
Who this helps: This helps Black parents in Philadelphia and their infants.
Rift Valley Fever Virus Exposure in Camels and Horses Across Northern Nigeria Livestock Markets.
2026
Pathogens (Basel, Switzerland)
Ehizibolo DO, Oyekan O, Mkpuma N, Haliru H, Garba I +8 more
Plain English This study looked at how much camel and horse populations in northern Nigeria are exposed to Rift Valley Fever Virus (RVFV), a disease that can affect both animals and humans. Out of 1,117 animals tested, 18.8% were found to have been exposed to the virus, with 24.4% of camels and only 3.9% of horses showing signs of exposure. This is important because it shows that RVFV is common in these livestock, particularly in certain areas, which raises concerns for both animal health and potential risks to humans in the livestock trade.
Who this helps: This information benefits livestock owners, veterinarians, and public health officials.
Future scenarios for British biodiversity under climate and land-use change.
2026
Nature communications
Cooke R, Burton VJ, Brown C, Harrower CA, White SM +11 more
Plain English This study looked at how climate change and land use might affect plant, butterfly, and bird species in Great Britain by the year 2080. The researchers found that if we continue on our current path, many species are at risk, but by reducing emissions and adopting more sustainable practices, we could prevent 32% of plant species, 14% of butterflies, and 20% of birds from heading towards extinction. This is important because it shows that the choices we make in the next 20 years can significantly influence the health of Britain's wildlife.
Who this helps: This helps conservationists, policymakers, and the general public by highlighting the urgency of taking action to protect biodiversity.
A Description of Healthcare Utilization in Young Adults with Chronic Overlapping Pain.
2026
The Clinical journal of pain
Babiloni AH, Brown C, Ash P, Conway C, King CD +1 more
Plain English This study looked at how young adults with chronic overlapping pain (COP) use healthcare and what types of treatments they are getting. Researchers found that 50 young adults with an average age of 27 reported having an average of 4 pain conditions, with many (72%) currently receiving medical treatment. Despite visiting multiple healthcare providers—an average of nearly 3 currently and over 4 in the past—77.7% of participants did not see any improvement in their symptoms, highlighting the need for better treatment strategies.
Who this helps: This helps young adults suffering from chronic overlapping pain, as well as their doctors.
A periplasmic protein complex mediates arabinofuranosyltransferase activity and intrinsic drug resistance in.
2026
Science advances
Klevorn T, Brown C, Hardy CD, Cuthbert BJ, Spencer A +12 more
Plain English Researchers studied how certain proteins in the bacteria that cause tuberculosis (TB) help the bacteria resist drug treatments. They found a protein complex made up of FecB and Rv3035 is crucial for keeping the bacteria's protective outer layer intact, and when either of these proteins is missing, the bacteria can’t effectively produce important components needed for its resilience. This discovery is important because it identifies new targets for developing treatments that could overcome the drug resistance of TB, which affects around 10 million people worldwide each year.
Who this helps: This helps patients with tuberculosis and doctors treating them.
Crimean-Congo Haemorrhagic Fever Virus Exposure in Horses and Donkeys in Border Livestock Markets of Nigeria.
2026
Zoonoses and public health
Ehizibolo DO, Oyekan O, Mkpuma N, Haliru H, Garba I +10 more
Plain English This study looked at the presence of Crimean-Congo hemorrhagic fever virus (CCHFV) in horses and donkeys in major livestock markets in northern Nigeria. Researchers found that 23.1% of the animals tested had been exposed to the virus, with horses showing a much higher rate of infection (52.1%) compared to donkeys (5.7%). This is important because it highlights the risk of CCHFV in livestock trade and suggests that horses can be good indicators for monitoring the virus's presence in the area.
Who this helps: This research benefits veterinarians, public health officials, and livestock traders.
Demographic patterns in quantitative sensory testing and clinical pain among former professional American-style football players.
2026
Pain reports
Meints SM, Edwards RR, Tan CO, Dairi I, Whittington AJ +13 more
Plain English This study looked at how pain sensitivity varies among former American-style football players, focusing on the effects of age and race. Researchers found that older and Black players experienced more intense pain compared to younger and White players, with older players reporting a cold pain tolerance that relates to less overall pain but only if they are older. These findings highlight the importance of understanding how demographic factors affect pain in this group, as it can direct better care strategies.
Who this helps: This helps former football players and healthcare providers working with them.
Genomic and statistical models to characterizetransmission patterns in Malawi.
2026
Microbial genomics
Cave R, Chirombo J, Obolski U, Belman S, Kalizang'oma A +10 more
Plain English This study looked at how pneumonia-causing bacteria spread among children in Blantyre, Malawi, after the introduction of a vaccine. They found that after four years, the bacteria spread widely, especially among children living in crowded neighborhoods, with unvaccinated preschoolers being at the highest risk. This matters because understanding these transmission patterns can help improve vaccine strategies to reduce disease and antibiotic-resistant strains among vulnerable children.
Who this helps: This helps children, especially those who are unvaccinated or live in high-density areas.
Acoustic Salience Drives Pupillary Dynamics in an Interrupted, Reverberant Task.
2026
bioRxiv : the preprint server for biology
Figarola V, Liang W, Luthra S, Parker E, Winn M +2 more
Plain English This study looked at how background noise and interruptions affect people's ability to focus and remember sounds in conversations. Researchers found that when sounds were mixed with echoes, participants recalled fewer syllables, scoring around 30% worse compared to clearer environments, and interruptions made it even harder to concentrate. These results show that distractions and poor sound quality significantly impact our attention and memory.
Who this helps: This helps patients with hearing difficulties and their doctors in understanding how to improve communication in noisy environments.
ACP4 Variants in Hypoplastic Amelogenesis Imperfecta.
2026
Calcified tissue international
Liu L, Au CW, Hany U, Rigby AL, Chauhan A +8 more
Plain English The study focused on a rare dental condition called amelogenesis imperfecta (AI), which leads to defects in tooth enamel. Researchers discovered a new genetic variant in the ACP4 gene in three Pakistani families and confirmed previously known variants in others, bringing the total number of families affected by ACP4 variants to 22. This finding highlights the importance of ACP4 variants as a major cause of recessive AI, affecting 9 out of 129 evaluated families.
Who this helps: This helps patients with amelogenesis imperfecta and their families by improving understanding of the genetic factors involved in their condition.
Coaching and Individualized Learning in Competency-Based Medical Education: Framework Development and Research Priorities.
2026
AEM education and training
Mand SK, Wolff M, Zamignani N, Williams SR, Santen SA +7 more
Plain English This research focused on improving medical training, specifically in Emergency Medicine, by exploring how coaching and personalized learning can enhance competency-based medical education (CBME). The study involved a group of experts who identified ten key questions to guide future research about effective coaching methods and their outcomes. This matters because better coaching can lead to improved training for medical professionals, which ultimately enhances patient care.
Who this helps: This benefits medical trainees, educators, and healthcare systems.
Evaluation of Emergency Medicine Pharmacist Participation in Time to Oral Anticoagulation Reversal: A Systematic Review and Meta-Analysis.
2026
Journal of the American College of Clinical Pharmacy : JACCP
Brown C, Engstrom K, Gilbert B, Faine B, Mattson A +8 more
Plain English This study looked at how emergency medicine pharmacists (EMPs) can speed up the process of reversing anticoagulation (blood-thinning medication) during severe bleeding emergencies. It found that patients treated with the help of an EMP received their reversal medication about 76 minutes faster compared to those who did not have an EMP involved. Although there was no difference in short-term death rates, faster treatment can lead to better outcomes for patients experiencing life-threatening bleeding.
Who this helps: This helps patients who are on blood thinners and experience severe bleeding.
Management of incidental gallbladder cancer in a nationwide CAPBIL study.
2026
The British journal of surgery
McClements J, Lee WT, Koh A, Sellappan H, Blackburn L +49 more
Plain English This study looked at how incidental gallbladder cancer (GBC) is treated in the UK after patients have their gallbladders removed. Out of 285 patients, those who had further liver surgery lived longer: they had a 5-year disease-free survival rate of 51 months compared to just 15 months for those who didn't have surgery. Additionally, patients who received chemotherapy after surgery also experienced better survival outcomes.
Who this helps: This information is beneficial for doctors treating patients with incidental gallbladder cancer, as it highlights the importance of surgery and chemotherapy for improving survival rates.
Notes from the Field: Contact Tracing for Monkeypox virus Clade I Cases Associated with Air Travel - United States, November 2024-January 2025.
2026
MMWR. Morbidity and mortality weekly report
Robles RL, Gertz AM, Alvarado-Ramy F, Asare A, Pringle K +9 more
Plain English This study looked at how the Monkeypox virus, specifically clade I, is spread through air travel in the United States. Researchers found that there were no reported cases of secondary transmission among nearly 1,600 people who had close contact with infected travelers on 221 flights. This is important because it suggests that flying may not be a major way the virus spreads, which can help inform public health decisions and travel guidelines.
Who this helps: This helps public health officials and travelers feel safer about flying during outbreaks.
Artificial intelligence-based volumetric measurements for longitudinal clinical assessment of treatment response in high-grade gliomas: Validation across institutional and public datasets.
2026
Neuro-oncology advances
Asfaw ZK, Young T, Hernandez Marquez G, Brown C, Tomalin LE +3 more
Plain English This study examined how effective an artificial intelligence (AI) tool is for measuring tumor sizes in high-grade gliomas (HGGs) using MRI scans. The researchers found that the AI tool significantly sped up the process of measuring tumor volumes—taking about 15 seconds compared to 210.5 seconds for traditional methods. However, it only moderately agreed with expert assessments in detecting if the disease was progressing, particularly struggling to distinguish between tumor growth and changes that mimicked tumor progression.
Who this helps: This benefits doctors treating patients with high-grade gliomas by providing faster and potentially more standardized imaging assessments.
The Development and Validation of Models of Risk for Behaviours That Challenge in Children With Developmental Disabilities: A Novel Machine Learning Approach.
2026
Journal of intellectual disability research : JIDR
Groves L, Davies G, Oliver C, Allen D, Bamford C +13 more
Plain English This study focused on predicting challenging behaviors in children with developmental disabilities, such as self-injury and aggression. Researchers created models using a variety of machine learning techniques to classify children into risk categories (no, low, and high severity of behavior) based on caregiver responses. They found that the models were effective, correctly predicting 83.5% of children at risk of these behaviors, which means that early intervention can be better targeted to those who need it most.
Who this helps: This helps caregivers and healthcare providers make informed decisions about interventions for children with developmental disabilities.
Coping flexibility and strategy use predict burnout: A two-week longitudinal study.
2026
Journal of affective disorders
Kirkham R, Aidman E, Yücel M, Liu C, Brown C +4 more
Plain English This study looked at how different ways of coping with stress affect burnout among young workers and students. It found that having good coping flexibility helps reduce cognitive issues (with a notable decrease of 0.28), while unhealthy strategies like using substances lead to more emotional problems and disengagement increases feelings of exhaustion. Understanding these connections is essential because improving coping strategies could help lower burnout rates, which is a serious issue for many workers.
Who this helps: This helps young workers and students facing stress.
Enhancing Pharmacology Education Through Collaborative Innovation: The Evolution and Future of PRORENATA at an Engineering-Based Medical Program.
2026
Pharmacology research & perspectives
Lim MA, Coleman D, Nigh N, Brown C, Saw JJ +2 more
Plain English Researchers at Carle Illinois College of Medicine developed PRORENATA, a web application aimed at improving how medical students learn about medications. Launched in 2023, this tool organizes pharmacology information in a clear, visual format, helping students understand drug mechanisms, uses, side effects, and more. The program was created with input from both technical and medical experts to ensure it's accurate and useful, which is important for training future doctors effectively.
Who this helps: This benefits medical students learning pharmacology.
Updates in the 2025 AHA/ACC Hypertension Guideline.
2026
Current hypertension reports
Brown C, Clark D, Jones DW
Plain English The 2025 guidelines from the American Heart Association and American College of Cardiology focus on improving how high blood pressure is diagnosed and treated. Key updates include a new risk calculator that gives a better estimate of heart risks by considering kidney function and other factors, plus expanded screening for specific medical conditions in patients with severe hypertension. This matters because it allows for more individualized care, improving health outcomes for people with high blood pressure.
Who this helps: This benefits patients with high blood pressure, especially those with other health conditions.
Transforming dementia caregiver support with AI-powered social robotics.
2025
Frontiers in robotics and AI
Morris T, Brown C, Zhao X, Nichols L, Martindale-Adams J +2 more
Plain English This study looked at how using robots and artificial intelligence can support people who take care of loved ones with dementia. Researchers created a system called RISE that uses a robot named Pepper to provide training and stress relief to caregivers, achieving an 87% accuracy and 92% relevance in the information it delivered. The positive feedback from users, with scores between 3.6 and 4.6 out of 5, shows that caregivers found this approach helpful and promising for reducing their stress and improving their well-being.
Who this helps: This benefits dementia caregivers by providing them with effective, automated support.
Assessing survival and learning curves for EVD procedures in hemorrhagic stroke patients in a New York City hospital.
2025
Interdisciplinary neurosurgery : Advanced techniques and case management
Govindarajulu US, Rivera D, Brown C, Reynolds E, Zhang J +2 more
Plain English This study looked at patients with serious bleeding in the brain who received a treatment called external ventricular drain (EVD) at a hospital in New York City from 2019 to 2022. The researchers found that age, type of EVD device, and a patient's condition before surgery were important factors in predicting complications and survival, with smoking being linked to shorter survival. This is important because it helps doctors understand which patients might need closer monitoring and how the experience level of the surgeon can affect the surgery's success.
Who this helps: This helps doctors and patients dealing with hemorrhagic strokes.