Dr. Levi studies how to improve medical diagnostics and treatment strategies using advanced techniques like machine learning, imaging analysis, and tailored nutritional plans. He focuses on conditions such as pulmonary embolism, breast cancer, spinal cord injuries, and short bowel syndrome. His work involves leveraging computer models and artificial intelligence to predict patient outcomes, such as the chances of recovery from treatment or the risk of fractures in women on hormone therapy for breast cancer. Dr. Levi aims to enhance patient care by providing insights that lead to more personalized and effective treatment plans.
Key findings
In a study on pulmonary embolism detection, a 3D model with region-growing technology identified blood clots 85.5% of the time, compared to 73% for a basic 2D model.
A machine learning model analyzing DCE-MRI predicted treatment responses in breast cancer patients with 95% accuracy for identifying non-responders to neoadjuvant therapy.
21.1% of women undergoing estrogen deprivation therapy developed vertebral fractures, with an AI model showing improved prediction accuracy over traditional methods.
In a frailty assessment study, 40.9% of 900 hospitalized patients were found to be frail, particularly 75.3% among those admitted for acute illnesses.
A nutrition-focused review for children with Short Bowel Syndrome found that enteral feeding strategies significantly enhance nutrient absorption, though effectiveness varies by individual.
Frequently asked questions
Does Dr. Levi study pulmonary embolism?
Yes, he researches advanced imaging techniques to improve the detection and treatment of pulmonary embolism.
What treatments has Dr. Levi researched for breast cancer?
He investigates how imaging can predict responses to neoadjuvant therapy in breast cancer, helping to tailor treatment plans for patients.
Is Dr. Levi's work relevant to patients with spinal cord injuries?
Absolutely, he develops assessment tools that improve the understanding of physical independence in people recovering from spinal cord injuries.
Does Dr. Levi study nutrition for children?
Yes, he has conducted research on nutritional strategies that help manage conditions like Short Bowel Syndrome in children.
How does Dr. Levi's research benefit older adults?
His studies create tools to assess frailty in older patients, which aids doctors in customizing their care.
Publications in plain English
Feasibility randomized controlled trial of the mobile anger reduction intervention for veterans with posttraumatic stress disorder.
2026
Journal of traumatic stress
Dillon KH, Levi R, Nguyen L, Hertzberg JA, Elbogen EB +3 more
Plain English This study looked at whether a mobile app called the Mobile Anger Reduction Intervention (MARI) could help veterans with PTSD manage their anger. Out of 30 veterans, those using the MARI app experienced significant reductions in anger and the tendency to misinterpret situations as hostile; specifically, they showed a large decrease in hostile interpretation bias and moderate reductions in their overall anger levels. The findings indicate that the MARI app is not only acceptable to users but also effective, suggesting that it could benefit a larger group of veterans with PTSD.
Who this helps: Veterans with PTSD and their caregivers.
Modeling and simulation of neocortical micro- and mesocircuitry (Part I, anatomy).
2026
eLife
Reimann MW, Bolaños-Puchet S, Courcol JD, Egas Santander D, Arnaudon A +38 more
Plain English This study created a detailed computer model of the neocortex in the brains of young rats, which includes 4.2 million neurons connected by over 14 billion synapses. The researchers found that while the model accurately represented some types of neuron connections, it needed more detail to fully capture others. Understanding this complex connectivity is crucial because it helps researchers better grasp how different parts of the brain work together, which can lead to advancements in treating brain disorders.
Who this helps: This helps researchers and medical professionals studying brain function and related diseases.
Myocardial fibrosis and strain impairment in treatment-naïve cancer patients: insights into cancer-related myocardial remodeling from a prospective case-control CMR study.
2026
La Radiologia medica
Catapano F, Lisi C, Stefanini G, Levi R, Figliozzi S +5 more
Plain English This study looked at heart changes in 100 cancer patients who had not started treatment yet, comparing them to 50 healthy individuals. Researchers found that the cancer patients had higher levels of a specific heart tissue marker (1007 milliseconds compared to 976 milliseconds) and their heart function was weaker (strain was -14% versus -22%). These findings are important because they show that cancer can affect the heart even before treatment begins, highlighting the need for early monitoring and care.
Who this helps: This benefits patients with cancer by identifying early signs of heart issues to improve their treatment and management.
Psychometric properties of the Swedish versions of Spinal Cord Independence Measure IV (SCIM IV) and Self-report (SCIM-SR) in inpatient and outpatient rehabilitation settings.
2026
Spinal cord
Antepohl U, Butler Forslund E, Flank P, Holmlund L, Antepohl W +4 more
Plain English This study tested two Swedish versions of a tool designed to measure physical independence in people with spinal cord injuries. Researchers found that the tools work well: 101 participants took part, with no missing data, and the tools had strong reliability ratings (0.91) overall, indicating they consistently deliver accurate results. These findings are important because they will help doctors assess patients' independence more effectively and enable better research and comparisons across studies.
Who this helps: Patients recovering from spinal cord injuries and the healthcare providers treating them.
Nutritional Strategies for Intestinal Rehabilitation in Children with Short Bowel Syndrome: A Narrative Review.
2026
Nutrients
Spector Cohen I, Moran-Lev H, Levi R, Golden H, Sukhotnik I
Plain English This study looked at how to best manage nutrition for children with Short Bowel Syndrome (SBS), a condition where they have a shortened intestine. The research examined 130 studies and confirmed that enteral nutrition (feeding through the digestive tract) plays a crucial role in helping these children absorb nutrients and gain more independence in eating. It found that the success of these nutritional strategies depends on factors like how much of the intestine remains and how well the child tolerates different foods, but there’s a lot of variation in how these strategies are applied.
Who this helps: This helps children with Short Bowel Syndrome and their doctors.
Artificial intelligence on opportunistic computed tomography for predicting vertebral fracture risk in women undergoing estrogen deprivation therapy for breast cancer.
2026
La Radiologia medica
Birtolo MF, Levi R, Pagano M, Carrone F, Antonini S +8 more
Plain English This study looked at how well artificial intelligence can predict vertebral fractures in women undergoing hormone therapy for breast cancer. Researchers analyzed CT scans from 109 women and found that 21.1% developed new fractures while in treatment. The AI model they created outperformed traditional methods of predicting fracture risk, indicating that it could more accurately identify women who are likely to experience these fractures.
Who this helps: This benefits women undergoing hormone therapy for breast cancer and their healthcare providers.
Time-Dependent DCE-MRI Radiomics to Predict Response to Neoadjuvant Therapy in Breast Cancer: A Multicenter Study with External Validation.
2026
Diagnostics (Basel, Switzerland)
Vatteroni G, Levi R, Nardi P, Pruneddu G, Salpietro E +4 more
Plain English This study looked at how changes in breast cancer tumors observed through a specific type of MRI, called DCE-MRI, can predict how well patients will respond to pre-surgery treatment. Researchers examined data from 212 patients and found that their machine learning model could accurately predict treatment responses, achieving high accuracy scores (for example, 95% in identifying patients who would not respond at all to the treatment). This is important because better predictions can help doctors tailor treatment plans to individual patients, potentially improving outcomes.
Who this helps: Patients undergoing neoadjuvant therapy for breast cancer.
3D region-growing nnU-Net improves pulmonary embolism detection on CTPA: a dual-cohort validation study.
2026
European radiology experimental
Lanza E, Ammirabile A, Vanzulli A, Lisi C, Perera AS +5 more
Plain English This study looked at different computer models to improve the detection of blood clots in the lungs, specifically pulmonary embolism, using CT scans. The researchers tested three models and found that the 3D model with region-growing technology had the best performance, correctly detecting blood clots 85.5% of the time, compared to around 73% for the basic 2D model. This matters because better detection can lead to quicker treatment and better outcomes for patients suffering from this serious condition.
Who this helps: Patients with pulmonary embolism.
A Qualitative Phenomenological Philosophy Analysis of Affectivity and Temporality in Experiences of COVID-19 and Remaining Symptoms after COVID-19 in Sweden.
2025
The Journal of medical humanities
Zeiler K, Jämterud SM, Bredström A, Divanoglou A, Levi R
Plain English This study looked at the emotional and temporal experiences of people in Sweden who had COVID-19 during the pandemic's first wave and were still dealing with lingering symptoms a year later. Researchers found that these individuals often felt a sense of listlessness and confusion about what was real, as well as fear that they might not return to their former selves. Understanding these feelings can help clinicians provide better support to patients with post-COVID-19 conditions.
Who this helps: This benefits patients struggling with long-term COVID symptoms and the healthcare providers who care for them.
Heterogeneous and higher-order cortical connectivity undergirds efficient, robust, and reliable neural codes.
2025
iScience
Egas Santander D, Pokorny C, Ecker A, Lazovskis J, Santoro M +4 more
Plain English This study looked at how different groups of neurons in the brain connect and work together to balance efficiency and reliability in their functions. Researchers found that some groups of neurons, with simple connections, are great at quickly processing information, while others, with more complex connections, help maintain stability and reliability in the network. Having both types of connections in the brain helps it perform better overall.
Who this helps: This helps patients with neurological conditions by improving our understanding of brain function.
Preoperative Diffusion Tensor Imaging and Neurite Dispersion and Density Imaging in Isocitrate Dehydrogenase-Mutant Grade 2 and 3 Gliomas: Definition of Tumor-Related Epilepsy and Predictive Factors of Seizure Outcomes Based on a Single-Center Retrospective Case Series.
2025
Neurosurgery
Bono BC, Grimi A, Di Toro AE, Ninatti G, Franzini A +11 more
Plain English This study looked at patients with certain brain tumors (IDH-mutant gliomas) and how advanced MRI techniques can help predict seizure outcomes before surgery. Researchers found that specific measurements from these MRI techniques, like a high free-water fraction in the tumor's central zone, were linked to having more generalized seizures before surgery and could also predict poorer seizure control afterwards. This is important because it can guide doctors in better planning treatments for these patients.
Who this helps: Patients with IDH-mutant gliomas and their doctors.
Preferences for food vouchers among adults with low incomes.
2025
Journal of hunger & environmental nutrition
Banerjee T, Levi R, Basu S, Caroll MM, Seligman H
Plain English This study looked at what types of food voucher programs adult participants with low incomes prefer to help improve their diets and manage health conditions. It found that these participants favored vouchers that could be used for any food (not just fruits and vegetables) and preferred receiving vouchers monthly rather than weekly. These preferences are important because they can lead to better-designed programs that could help more people eat healthier.
Who this helps: Patients with low incomes who need better access to nutritious food.
AI differentiates radionecrosis from true progression in brain metastasis upon stereotactic radiosurgery: Analysis of 124 histologically assessed lesions.
2025
Neuro-oncology
Ressa G, Levi R, Savini G, Raspagliesi L, Clerici E +14 more
Plain English This study looked at how artificial intelligence (AI) can help tell the difference between brain damage caused by radiation (radionecrosis) and the actual growth of tumors after patients received treatment called stereotactic radiosurgery. Researchers analyzed 124 brain lesions and found that AI models accurately identified radionecrosis 80% to 85% of the time, with sensitivity as high as 100%. This is important because it can potentially prevent patients from undergoing unnecessary surgeries when their condition is actually due to radiation effects rather than tumor growth.
Who this helps: This helps patients with brain metastases and their doctors.
Reconceptualizing rehabilitation research via an enactive framework and a radically interdisciplinary cross-analysis: a study protocol on fatigue in post COVID-19 condition (PCC).
2025
Journal of rehabilitation medicine
Levi R, Birberg Thornberg U, Blystad I, Divanoglou A, Engblom D +3 more
Plain English This study looked at fatigue as a major symptom in people suffering from post COVID-19 condition (PCC). Researchers compared 35 individuals with PCC and severe fatigue to 35 people who recovered without any lasting effects. They found that using a wide range of assessment methods, including medical tests and personal interviews, can help develop a better understanding of fatigue in these patients.
Who this helps: This research benefits patients dealing with long-term fatigue after COVID-19 and their healthcare providers.
Beneficial and detrimental fungi within the culturable mycobiome of the Red Sea coral Stylophora pistilatta.
2025
The ISME journal
Granit L, Levi R, Lifshitz N, Banc-Prandi G, Zelinger E +6 more
Plain English This study looked at the effects of different types of fungi on the health of a common Red Sea coral called Stylophora pistillata, especially under stressful conditions like higher temperatures. Researchers found that a rare fungus, Stachybotrys chlorohalonata, caused significant damage to the coral, resulting in tissue loss in both normal and warmer water. In contrast, a more common fungus, Cladosporium halotolerans, helped protect the coral from damage at higher temperatures, improving coral health by reducing stress and increasing the efficiency of its algal partners by over 25%.
Who this helps: This research benefits coral conservationists and marine biologists working to protect coral reefs.
Improved intrahospital transport time via proximity-based staff assignments.
2025
Journal of the American Medical Informatics Association : JAMIA
Sun CLF, Copenhaver MS, Zenteno Langle AC, Viscomi B, Raeke E +3 more
Plain English This study looked at how to make transporting patients within a hospital faster and more efficient. By changing the way transport requests were assigned to staff—prioritizing those closer to the requests—researchers found that the time it took to complete these transport requests was reduced by 5%, and the number of trips taking longer than 45 minutes dropped by 16%. This is important because quicker patient transport can lead to better care and improved hospital operations.
Who this helps: This helps patients and hospital staff by ensuring faster movement within the hospital.
Health-related quality of life, physical and mental capacity at one year follow up of COVID-19 ICU patients: A prospective cohort study.
2025
Journal of patient-reported outcomes
Ersson A, Reuterborg HÖ, Divanoglou A, Levi R, Orwelius L
Plain English This study looked at how COVID-19 patients who were in intensive care (ICU) felt about their health and abilities one year after leaving the hospital. Researchers found that 93% of the 41 patients surveyed had problems related to a condition known as post-intensive care syndrome, leading to a 60% drop in their quality of life compared to healthy people of the same age. Many of these patients reported ongoing issues with fatigue, anxiety, and physical stamina, indicating a need for better aftercare to support their recovery.
Who this helps: This helps patients recovering from severe COVID-19, as well as doctors involved in their aftercare.
Matters Arising: Safety of SARS-CoV-2 vaccination during pregnancy - obstetric outcomes from a large cohort study: methodological biases in study design with potential impact on the study's interpretation.
Cognitive performance fatigability, perceived fatigability, and trait fatigue in post-COVID-19 condition: A cross-sectional study.
2025
Neuropsychology
Andersson A, Andin J, Levi R, Birberg Thornberg U
Plain English This study looked at different types of fatigue in people who are experiencing ongoing symptoms after COVID-19, often called post-COVID-19 condition (PCC). Researchers found that individuals with PCC showed a decline in cognitive performance during tasks that require mental effort, while those who fully recovered from COVID-19 did not. Specifically, the PCC group did worse in tasks measuring processing speed, suggesting they experienced performance fatigability, which did not relate to their self-reported fatigue levels.
Who this helps: This research benefits patients with post-COVID-19 condition by improving understanding of their fatigue.
Parenting Under Pressure: The Transformative Impact of PCIT on Caregiver Depression and Anxiety and Child Outcomes.
2025
Children (Basel, Switzerland)
Peskin A, Landa A, Acosta J, Rothenberg WA, Levi R +4 more
Plain English This study looked at how Parent-Child Interaction Therapy (PCIT) impacts caregivers' mental health and children's behavior. Researchers found that among 840 caregivers, those who completed PCIT experienced significant reductions in depression and anxiety symptoms, along with improvements in their children's disruptive behaviors. Specifically, caregivers' mental health positively influenced their children's behavior changes, especially for those with lower anxiety levels.
Who this helps: This research benefits caregivers and their children by improving mental health and reducing disruptive behaviors.
Metabolic Maturation in hiPSC-Derived Cardiomyocytes: Emerging Strategies for Inducing the Adult Cardiac Phenotype.
2025
Pharmaceuticals (Basel, Switzerland)
Malan D, Gallo MP, Geddo F, Levi R, Querio G
Plain English This study looked at ways to improve the maturity of heart cells created from human stem cells, known as hiPSC-derived cardiomyocytes. Researchers found that by changing the ingredients in the culture medium and using different growing techniques, they could help these heart cells develop more like adult heart cells. This is important because having mature heart cells can improve research into heart diseases and testing new treatments.
Who this helps: This benefits researchers and doctors working on heart disease treatments.
Towards a Less Ideal Theory About Well-being-The Case of Post COVID Condition.
2025
Journal of bioethical inquiry
Gustavsson E, Johnson E, Levi R
Plain English This study looks at how to better understand the well-being of patients dealing with Post COVID-19 Condition (PCC). It found that traditional methods of assessing health, which mainly focus on physical function and ability, miss important aspects of well-being. By considering both individual perspectives and the social context of these patients, the research argues for a more complete view of well-being to improve rehabilitation outcomes.
Who this helps: This helps patients recovering from Post COVID-19 Condition and the doctors treating them.
Radiomic Analysis Based on Abdominal CT-Scan to Predict Strangulation in Adhesive Small Bowel Obstruction: Preliminary Results.
2025
Journal of clinical medicine
Bunino FM, Lanza E, Sellaro G, Levi R, Zulian D +2 more
Plain English This study looked at how detailed imaging from CT scans can help doctors predict when patients with small bowel obstruction (a condition affecting the intestines) need surgery due to strangulation, a serious complication. Researchers analyzed data from 55 patients and found differences in specific imaging patterns that could indicate whether surgery is necessary; for instance, they measured variations in gray levels in the scans that are not detectable by the human eye. These findings can lead to better decision-making for treatment and potentially reduce unnecessary surgeries.
Who this helps: This helps doctors and patients by improving how they determine when surgery is needed for bowel obstruction.
Scaling up frailty: psychometric validation of the functional limitations and geriatric syndromes frailty questionnaire-a new tool for uniformly classifying vulnerable hospital patients.
2025
Frontiers in medicine
Bernardini B, Pedale R, Arosio P, Piccioni F, Mancin S +9 more
Plain English This study developed and validated a new questionnaire called the Functional Limitation and Geriatric Syndrome Frailty Questionnaire (FLIGS-FQ-16) to help doctors assess frailty in older patients. Researchers tested it on 900 hospital patients and found that 40.9% were frail, with a much higher rate of 75.3% among those admitted for acute illnesses compared to only 20.8% for those having elective surgery. This tool matters because it provides reliable information for healthcare providers to identify and create personalized treatment plans for elderly patients, improving their care.
Who this helps: This helps patients, especially older adults, and their doctors in managing health risks effectively.
RE-AIM evaluation of the first 5 years of a citywide produce prescription program.
2025
Translational behavioral medicine
Hildebrand G, Levi R, Marpadga S, Perez-Velazco X, Seligman H
Plain English This study looked at a program in San Francisco called Vouchers 4 Veggies, which provides people with food vouchers to buy fresh fruits and vegetables. Over five years, the program helped 9,720 participants, many of whom faced food insecurity, leading to a reduction in food insecurity scores by 0.79 points and an increase of 0.77 servings of fruits and vegetables consumed per day. This is important because improving access to healthy food can help prevent and treat chronic diseases, especially in at-risk communities.
Who this helps: This helps patients struggling with food insecurity, especially those at high risk for diet-related health issues.
Calorimetric characterization of the stability and activity of trimethylamine-N-oxide (TMAO) demethylase from Methylocella silvestris BL2.
2025
Protein science : a publication of the Protein Society
Cappa F, Polidori N, Giuriato D, Correddu D, Marucco A +4 more
Plain English This study explored a specific enzyme from the Methylocella silvestris BL2 bacteria that can break down TMAO, a compound linked to heart disease. Researchers found that this enzyme works best at a pH of 7.0, can detect TMAO at very low levels (as low as 10 micromolar), and has a maximum rate of activity at 15.47 seconds for low enzyme concentrations. This is important because it could lead to a simpler and safer way to test for TMAO levels in patients, which is crucial for heart health management.
Who this helps: Patients at risk of cardiovascular diseases.
Explainable Supervised Learning Reveals Radiomics Markers for Vertebral Fracture Detection.
2025
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Iacomi F, Levi R, Mazziotti G, Birtolo MF, Politi LS +1 more
Plain English Researchers studied how advanced computer techniques can analyze CT images of the lower back to pinpoint indicators of vertebral fractures, which are common in people with osteoporosis. They found specific markers related to the structure of the spine that can help identify those at risk of fractures more accurately than traditional methods, like bone density scans. This is important because it could lead to earlier diagnoses and better prevention strategies, ultimately improving patients' health outcomes.
Who this helps: This benefits patients at risk of vertebral fractures and their healthcare providers.
Patient-Specific CFD Modeling of Cerebrospinal Fluid Dynamics in Lumbar Spinal Stenosis using Weight-Bearing MRI: Influence of Stenosis Severity and Postural Changes.
2025
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Roggero B, Nassigh M, Grossi B, Luraghi G, Savini G +3 more
Plain English This study looked at how cerebrospinal fluid (CSF) moves in the spine of patients with lumbar spinal stenosis (LSS), a condition that causes back pain and disability. Researchers analyzed the fluid dynamics in ten patients using special MRI scans taken while they were sitting and lying down. They found that patients with severe stenosis had significantly different fluid pressures and speeds compared to those with moderate stenosis, with clear differences noted between lying and standing positions. This information is important because it can help doctors better understand how the condition affects patients and improve personalized treatment plans.
Who this helps: Patients with lumbar spinal stenosis and their doctors.
Neuroimaging with photon-counting computed tomography: A review of clinical applications.
2025
World journal of radiology
Perera Molligoda Arachchige AS, Alves GAM, Fedorov D, Ressa G, Cappellini L +5 more
Plain English This study looks at a new type of brain imaging called photon-counting computed tomography (PCCT), which offers clearer images while using less radiation compared to traditional CT scans. Researchers found that PCCT significantly improves the ability to see small blood vessels and diagnose conditions like strokes, as well as issues like fluid leaks in the brain. Despite its advancements, challenges remain in making PCCT more user-friendly and widely available.
Who this helps: This helps doctors diagnosing brain conditions and patients needing precise imaging.
Nutritional status in retroperitoneal sarcoma: Implication of prognostic Nutritional Index (PNI) and skeletal muscle index (SMI) on postoperative and oncological outcomes.
2025
Clinical nutrition ESPEN
Samà L, Kumar S, Covello E, D'Orazio F, Pindilli S +7 more
Plain English This study examined the nutritional health of 250 patients with retroperitoneal sarcoma, a rare type of cancer, before their surgeries. It found that over half of the patients were malnourished (50.2%) or had low muscle mass (53.2%), and those who were malnourished were more likely to experience severe complications after surgery and had lower overall survival rates. This matters because identifying nutritional problems before surgery can help doctors improve patient care and outcomes.
Who this helps: This helps patients facing retroperitoneal sarcoma and their healthcare providers.
MRI-based radiomics predicts the pathologic response of colorectal liver metastases to systemic therapy: A multicenter study.
2025
European journal of radiology
Ammirabile A, Levi R, Boldrini L, Bonifacio C, Mele C +19 more
Plain English This study looked at how MRI scans can help predict how well colorectal cancer that has spread to the liver responds to chemotherapy before surgery. Researchers found that out of 131 patients who showed some signs of tumor shrinkage on their scans, 45% actually had no real tumor reduction when examined after surgery. Using a combination of clinical data and advanced MRI analysis produced an accuracy rate of 77% in predicting true tumor response, which is better than using clinical data alone.
Who this helps: This benefits patients with colorectal liver metastases and their doctors by providing a more accurate way to assess treatment effectiveness before surgery.
Quantification of cauda equina nerve root dispersion through radiomics features in weight-bearing MRI in normal subjects and spinal canal stenosis patients.
2024
European radiology
Levi R, Battaglia M, Garoli F, Cappellini LA, De Robertis M +6 more
Plain English This study looked at how the cauda equina nerve roots in the lower back change position when people are lying down versus standing up, comparing both healthy individuals and those with lumbar spinal canal stenosis (LSCS). Researchers found that in healthy people, the nerve roots spread out more when standing, while in LSCS patients, the distribution changed significantly, with increased nerve root dispersion in the lower back but decreased above the stenosis. This is important because it shows how spinal stenosis affects nerve root positioning, which can help doctors understand patients' pain levels better, as certain measurements correlated with the severity of their pain.
Who this helps: This research benefits patients with back pain, particularly those with spinal stenosis, and their doctors.
Predicting the spread of SARS-CoV-2 variants: An artificial intelligence enabled early detection.
2024
PNAS nexus
Levi R, Zerhouni EG, Altuvia S
Plain English This study focused on how to predict the spread of new SARS-CoV-2 variants using artificial intelligence. The researchers analyzed 9 million genetic sequences of the virus from 30 countries and created a model that can forecast which variants will likely cause new waves of infections. The model proved highly effective, achieving an accuracy of 86.3% in predicting variants just a week after they were first identified and 90.8% after two weeks. This work is crucial because it could help health authorities respond more quickly to emerging variants, potentially saving lives.
Who this helps: This benefits public health officials and researchers working to control COVID-19 outbreaks.
The gut-brain axis: Correlation of choroid plexus volume and permeability with inflammatory biomarkers in Crohn's disease.
2024
Neurobiology of disease
Bonifacio C, Savini G, Reca C, Garoli F, Levi R +11 more
Plain English This study looked at how inflammation from Crohn's disease (CD) affects a part of the brain called the choroid plexus (CP), which helps keep the brain healthy. Researchers found that in 17 patients with CD, a smaller CP volume was linked to higher levels of inflammation markers, like C-reactive protein and fecal calprotectin. Specifically, for every 1% decrease in CP volume, the C-reactive protein levels increased significantly, indicating that gut inflammation could also impact brain health.
Who this helps: This research benefits patients with Crohn's disease by highlighting the connection between gut health and mental well-being.
CT Cadaveric dataset for Radiomics features stability assessment in lumbar vertebrae.
2024
Scientific data
Levi R, Mollura M, Savini G, Garoli F, Battaglia M +6 more
Plain English This study focused on how different settings of CT scanners affect the consistency of radiomics features, which are important for analyzing images of the lumbar vertebrae. Researchers looked at 112 CT scans of a cadaver using various scanner settings and found that these parameters can significantly impact the radiomics features produced. This matters because reliable imaging features are crucial for accurate diagnosis and treatment planning in medicine.
Who this helps: This research benefits patients and doctors by improving the accuracy of diagnostic imaging techniques.
Modulation of neuronal dynamics by sustained and activity-dependent continuous-wave near-infrared laser stimulation.
2024
Neurophotonics
Garrido-Peña A, Sanchez-Martin P, Reyes-Sanchez M, Levi R, Rodriguez FB +3 more
Plain English This study investigated how continuous near-infrared laser light affects the activity of brain cells. The researchers found that this laser stimulation can speed up the firing rate of single neurons, with sustained illumination accelerating their action potential dynamics. Understanding how this works can lead to new ways to treat brain disorders.
Who this helps: This research benefits patients with neural disorders and doctors seeking new treatment methods.
Reporting of Magnetic Resonance Enterography in Inflammatory Bowel Disease: Results of an Italian Survey.
2024
Journal of clinical medicine
Bonifacio C, Dal Buono A, Levi R, Gabbiadini R, Reca C +4 more
Plain English This study looked at how Italian radiologists use magnetic resonance enterography (MRE) to monitor inflammatory bowel disease (IBD). It found that about 70% of the 253 radiologists surveyed have experience with IBD, but only one-third consistently used structured reports for MRE, even though using these reports is linked to better practices in university hospitals. This matters because improving the reporting standards can lead to better management of IBD, which affects patients' long-term health.
Who this helps: This helps patients with inflammatory bowel disease by ensuring they receive better diagnostic care.
Role of ultrasound-guided vacuum-assisted breast biopsy in the management of radiologic-pathologic discordance: a retrospective single-centre study.
2024
La Radiologia medica
Vatteroni G, Pinna G, Trimboli RM, Levi R, Bolengo I +4 more
Plain English This study looked at how well ultrasound-guided vacuum-assisted biopsy (US-VAB) works for women with suspicious breast lesions where imaging results were different from pathology results. Out of 36 lesions examined by US-VAB, 17 were identified as cancerous, leading to a cancer detection rate of 47.2%. This method is important because it helps identify many cancers that might be missed by traditional biopsies, allowing for more effective and less invasive treatment options.
Who this helps: This benefits patients with suspicious breast lesions who need accurate cancer diagnosis and treatment options.
Insulin-Activated Signaling Pathway and GLUT4 Membrane Translocation in hiPSC-Derived Cardiomyocytes.
2024
International journal of molecular sciences
Querio G, Antoniotti S, Levi R, Fleischmann BK, Gallo MP +1 more
Plain English This study looked at how heart cells made from human stem cells respond to insulin, a hormone that helps control blood sugar. Researchers found that after insulin was added, certain proteins related to the heart's energy processes were activated, and GLUT4, a glucose transporter, moved to the surface of the cell, allowing it to take in more sugar. This is important because it shows that these lab-grown heart cells can mimic the insulin response seen in adult heart cells, which could help in studying heart and metabolic diseases more effectively.
Who this helps: This helps researchers and doctors studying heart and metabolic disorders.
A reference framework for standardization and harmonization of CT radiomics features on cadaveric sample.
2024
Scientific reports
Levi R, Mollura M, Savini G, Garoli F, Battaglia M +6 more
Plain English This study looked at how different settings on CT scanners affect the measurement of certain features in images taken of lumbar vertebrae from cadaveric samples. It found that changing the kilovolt (kV) settings caused significant changes in radiomics features, impacting 94.4% of first-order features, while changes in milliampere (mA) settings had little effect. By using a specialized model to analyze the data, the researchers achieved a high level of consistency in 21 features, showing this method is better than a widely used alternative in standardizing these measurements.
Who this helps: This helps researchers and doctors improve the accuracy of imaging assessments in clinical practice, particularly in studies involving bone health.
Paired associative stimulation improves motor function in the upper extremity in chronic incomplete spinal cord injury: a corroborative study.
2024
Journal of rehabilitation medicine
Wahlgren C, Levi R, Thordstein M
Plain English This study examined whether a technique called paired associative stimulation can help improve motor function in the arms of adults with partial spinal cord injuries. Five participants underwent 16 one-hour sessions over four weeks, and they showed improvements in muscle strength, with the targeted arm gaining an average grip strength of 3.2 kg immediately after treatment, and 3.4 kg about a month later. These results are significant because they indicate that this method can enhance movement and strength in individuals with chronic tetraplegia, potentially providing a useful addition to standard rehabilitation methods.
Who this helps: This helps patients with chronic incomplete spinal cord injuries who are looking to improve their upper body function.
MRI with generalized diffusion encoding reveals damaged white matter in patients previously hospitalized for COVID-19 and with persisting symptoms at follow-up.
2023
Brain communications
Boito D, Eklund A, Tisell A, Levi R, Özarslan E +1 more
Plain English This study looked at the brains of 16 men who were hospitalized for COVID-19 and still had symptoms seven months later, comparing them to 16 men who had not experienced COVID-19. The researchers found significant differences in the white matter of the brains: the COVID-19 group showed signs of damage, like lower integrity of brain tissue and higher signs of potential swelling and nerve damage. These findings are important because they help explain the varying neurological symptoms many COVID-19 survivors face.
Who this helps: This benefits patients recovering from COVID-19 and their doctors, providing insights into their lingering symptoms.
Bw4 ligand and direct T-cell receptor binding induced selection on HLA A and B alleles.
2023
Frontiers in immunology
Levi R, Levi L, Louzoun Y
Plain English This study looked at how certain genetic markers in blood stem cell donors interact with the immune system, specifically focusing on the HLA genes that help the body's T-cells recognize viruses. Researchers analyzed data from over six million donors and discovered that the frequency of these genetic markers can be predicted by their sequences, with strong selection for areas that interact with immune receptors. This matters because understanding these interactions can help improve blood stem cell matching and enhance immune responses against infections.
Who this helps: This benefits patients requiring stem cell transplants and enhances treatment for their doctors.