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Torres, Ricardo A

0000-0002-4546-551X

Mayo Clinic

Division of Plastic Surgery, Mayo Clinic, 4500 San Pablo Rd., Jacksonville, FL 32224, USA.

Citations 18

Identification of Pain through Actigraphy-Recorded Patient Movement: A Comprehensive Review
Torres‐Guzman, Ricardo A. , Ho, Olivia A. , Borna, Sahar , Haider, Syed Ali , Forte, Antonio J. , Forte, Antonio Jorge , Torres, Ricardo A , Borna, Sahar , Haider, Syed A , Gomez-Cabello, Cesar A.

Bioengineering | September 10, 2024 | Volume: 11 | Issue: 9 | Pages: 905

10.3390/bioengineering11090905 Get It

Chronic pain affects over 50 million people in the United States, particularly older adults, making effective assessment and treatment essential in primary care. Actigraphy, which monitors and records limb movement to estimate wakefulness and sleep, has emerged as a valuable tool for assessing pain by providing insights into activity patterns. This review highlights the non-invasive, cost-effective nature of actigraphy in pain monitoring, along with its ability to offer continuous, detailed data on patient movement. However, actigraphy’s reliance on physical activity as a proxy for pain, and its inability to directly measure pain intensity, limit its applicability to certain pain types, such as neuropathic pain. Further research is needed to overcome these limitations and to improve the effectiveness of actigraphy in diverse clinical settings.
Mesenchymal Stromal Cell Healing Outcomes in Clinical and Pre-Clinical Models to Treat Pressure Ulcers: A Systematic Review
Torres‐Guzman, Ricardo A. , Maita, Karla C. , Velasquez, Gioacchino D. De Sario , Borna, Sahar , Eldaly, Abdullah S. , Quiñones‐Hinojosa, Alfredo , Zubair, Abba C. , Ho, Olivia A. , Forte, Antonio J. , Maita, Karla , De Sario, Gioacchino D , Borna, Sahar , Zubair, Abba C , Forte, Antonio Jorge , Torres, Ricardo A , Ávila, Francisco R. , Garcia, John P.

Journal of Clinical Medicine | December 7, 2023 | Volume: 12 | Issue: 24 | Pages: 7545

10.3390/jcm12247545 Get It

Background: Despite numerous measures used to prevent pressure ulcers, their growing prevalence in recent years is expected to continue as the population ages. This review aims to report the outcomes of the regenerative potential of MSCs in treating pressure ulcers, assessing the effectiveness of MSCs in treating pressure ulcers. Methods: A computerized search for articles on animal models that use MSCs as primary therapy to treat pressure ulcers, published from conception to present, was conducted using PubMed, MEDLINE, Embase, and CINAHL. Our search yielded 52 articles, narrowed to 44 after excluding duplicates. Results: Out of 52 articles collected from four databases, 11 met the inclusion criteria. A total of 11 articles published between 2008 and 2020 met the inclusion criteria. Eight studies were observational descriptive papers in animal models, and three were prospective. Six studies used autologous MSCs, while five used allogenic MSCs. Three studies were conducted in humans, and the remaining eight were conducted in animals. The most common method of cell delivery was an intradermal injection in the margins of the ulcer. All studies reported positive results, including improved wound healing, reduced inflammation, and improved tissue regeneration. Conclusions: MSCs have shown promising results in treating pressure ulcers in animal and clinical trials. The combination of MSCs and scaffold materials has also been studied and found to be effective in wound healing. A standardized human wound model has been proposed further to investigate the efficacy of cell-based therapies for chronic wounds. However, more research is needed to determine the best quantity of cells to apply for pressure ulcers and to ensure the safety and efficacy of these treatments in clinical settings.
Using AI to Detect Pain through Facial Expressions: A Review
Velasquez, Gioacchino D. De Sario , Haider, Clifton R. , Maita, Karla C. , Torres‐Guzman, Ricardo A. , Emam, Omar S. , Carter, Rickey E. , Forte, Antonio J. , De Sario, Gioacchino D, Borna, Sahar , Bruce, Charles J. , Forte, Antonio Jorge , Carter, Rickey E , Torres, Ricardo A , De Sario, Gioacchino D , Ávila, Francisco R. , Garcia, John P. , McLeod, Christopher J.

Bioengineering | May 3, 2023 | Volume: 10 | Issue: 5 | Pages: 548

10.3390/bioengineering10050548 Get It

Pain assessment is a complex task largely dependent on the patient’s self-report. Artificial intelligence (AI) has emerged as a promising tool for automating and objectifying pain assessment through the identification of pain-related facial expressions. However, the capabilities and potential of AI in clinical settings are still largely unknown to many medical professionals. In this literature review, we present a conceptual understanding of the application of AI to detect pain through facial expressions. We provide an overview of the current state of the art as well as the technical foundations of AI/ML techniques used in pain detection. We highlight the ethical challenges and the limitations associated with the use of AI in pain detection, such as the scarcity of databases, confounding factors, and medical conditions that affect the shape and mobility of the face. The review also highlights the potential impact of AI on pain assessment in clinical practice and lays the groundwork for further study in this area.
The Role of Telemedicine in Prehospital Traumatic Hand Injury Evaluation
Carter, Rickey E. , Guliyeva, Günel , Torres‐Guzman, Ricardo A. , Maita, Karla C. , Ho, Olivia A. , TerKonda, Sarvam P. , Forte, Antonio J. , Bruce, Charles J. , Torres, Ricardo A , Forte, Antonio Jorge , Carter, Rickey E , Ávila, Francisco R. , McLeod, Christopher J.

Diagnostics | March 20, 2023 | Volume: 13 | Issue: 6 | Pages: 1165

10.3390/diagnostics13061165 Get It

Unnecessary ED visits and transfers to hand clinics raise treatment costs and patient burden at trauma centers. In the present COVID-19 pandemic, needless transfers can increase patients’ risk of viral exposure. Therefore, this review analyzes different aspects of the remote diagnosis and triage of traumatic hand injuries. The most common file was photography, with the most common devices being cell phone cameras. Treatment, triage, diagnosis, cost, and time outcomes were assessed, showing concordance between teleconsultation and face-to-face patient evaluations. We conclude that photography and video consultations are feasible surrogates for ED visits in patients with traumatic hand injuries. These technologies should be leveraged to decrease treatment costs and potentially decrease the time to definitive treatment after initial evaluation.
In Vitro Enhanced Osteogenic Potential of Human Mesenchymal Stem Cells Seeded in a Poly (Lactic-co-Glycolic) Acid Scaffold: A Systematic Review
Maita, Karla C. , Torres‐Guzman, Ricardo A. , Quiñones‐Hinojosa, Alfredo , Torres, Ricardo A , Ávila, Francisco R. , Sarabia-Estrada, Rachel , Zubair, Abba C. , Forte, Antonio J.

Craniomaxillofacial Trauma & Reconstruction | February 13, 2023 | Volume: 17 | Issue: 1 | Pages: 61-73

10.1177/19433875231157454 Get It

Study Design Human bone marrow stem cells (hBMSCs) and human adipose-derived stem cells (hADSCs) have demonstrated the capability to regenerate bone once they have differentiated into osteoblasts. Objective This systematic review aimed to evaluate the in vitro osteogenic differentiation potential of these cells when seeded in a poly (lactic- co-glycolic) acid (PLGA) scaffold. Methods A literature search of 4 databases following Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines was conducted in January 2021 for studies evaluating the osteogenic differentiation potential of hBMSCs and hADSCs seeded in a PLGA scaffold. Only in vitro models were included. Studies in languages other than English were excluded. Results A total of 257 studies were identified after the removal of duplicates. Seven articles fulfilled our inclusion and exclusion criteria. Four of these reviews used hADSCs and three used hBMSCs in the scaffold. Upregulation in osteogenic gene expression was seen in all the cells seeded in a 3-dimensional scaffold compared with 2-dimensional films. High angiogenic gene expression was found in hADSCs. Addition of inorganic material to the scaffold material affected cell performance. Conclusions Viability, proliferation, and differentiation of cells strongly depend on the environment where they grow. There are several factors that can enhance the differentiation capacity of stem cells. A PLGA scaffold proved to be a biocompatible material capable of boosting the osteogenic differentiation potential and mineralization capacity in hBMSCs and hADSCs.
Smartphones and Threshold-Based Monitoring Methods Effectively Detect Falls Remotely: A Systematic Review
Torres‐Guzman, Ricardo A. , Maita, Karla C. , Maniaci, Michael J. , Paulson, Margaret R. , Maita, Karla , Maniaci, Michael J , Torres, Ricardo A , Ávila, Francisco R. , Garcia, John P. , Forte, Antonio J.

Sensors | January 25, 2023 | Volume: 23 | Issue: 3 | Pages: 1323

10.3390/s23031323 Get It

In the US, at least one fall occurs in at least 28.7% of community-dwelling seniors 65 and older each year. Falls had medical costs of USD 51 billion in 2015 and are projected to reach USD 100 billion by 2030. This review aims to discuss the extent of smartphone (SP) usage in fall detection and prevention across a range of care settings. A computerized search was conducted on six electronic databases to investigate the use of remote sensing technology, wireless technology, and other related MeSH terms for detecting and preventing falls. After applying inclusion and exclusion criteria, 44 studies were included. Most of the studies targeted detecting falls, two focused on detecting and preventing falls, and one only looked at preventing falls. Accelerometers were employed in all the experiments for the detection and/or prevention of falls. The most frequent course of action following a fall event was an alarm to the guardian. Numerous studies investigated in this research used accelerometer data analysis, machine learning, and data from previous falls to devise a boundary and increase detection accuracy. SP was found to have potential as a fall detection system but is not widely implemented. Technology-based applications are being developed to protect at-risk individuals from falls, with the objective of providing more effective and efficient interventions than traditional means. Successful healthcare technology implementation requires cooperation between engineers, clinicians, and administrators.
Treatment of a high healthcare utilizer with sepsis in a virtual hybrid hospital‐at‐home program
Paulson, Margaret R. , Torres‐Guzman, Ricardo A. , Matcha, Gautam , Ávila, Francisco R. , Maita, Karla C. , Garcia, John P. , Maniaci, Michael J. , Matcha, Gautam V , Forte, Antonio Jorge , Maniaci, Michael J , Torres, Ricardo A , Avila, Francisco R , Garcia, John P , Paulson, Margaret R , Forte, Antonio J.

Clinical Case Reports | January 4, 2023 | Volume: 11 | Issue: 1 | Pages: No page available

10.1002/ccr3.6806 Get It

Abstract High healthcare utilizers are often chronically ill patients who require aggressive hospital and outpatient care. We describe a patient with septic shock who was stabilized in the intensive care unit, then transitioned to a virtual hybrid hospital‐at‐home to complete both inpatient care as well as outpatient wound and rehabilitation therapy.
Perceived Age in Patients Exposed to Distinct UV Indexes: A Systematic Review
Ávila, Francisco R. , Carter, Rickey E. , Giardi, Davide , Guliyeva, Günel , Torres‐Guzman, Ricardo A. , Maita, Karla C. , Bruce, Charles J. , Giardi, Davide , Torres, Ricardo A , Forte, Antonio Jorge , Carter, Rickey E , Avila, Francisco R , McLeod, Christopher J. , Forte, Antonio J.

Indian Journal of Plastic Surgery | December 22, 2022 | Volume: 56 | Issue: 02 | Pages: 103-111

10.1055/s-0042-1759696 Get It

AbstractPhotodamage is caused by chronic sun exposure and ultraviolet radiation and presents as wrinkles, sagging, and pigmented spots. An increase in the ultraviolet index can increase a person's perceived age by worsening skin photodamage. However, since the ultraviolet index varies considerably between geographical regions, perceived age might vary substantially among them. This review aims to describe the differences in chronological and perceived age in regions of the world with different ultraviolet indexes. A literature search of three databases was conducted for studies analyzing perceived age and its relationship to sun exposure. Ultraviolet indexes from the included studies were retrieved from the National Weather Service and the Tropospheric Emission Monitoring Internet Service. Out of 104 studies, seven fulfilled the inclusion criteria. Overall, 3,352 patients were evaluated for perceived age. All studies found that patients with the highest daily sun exposures had the highest perceived ages for their chronological age (p < 0.05). People with high sun exposure behaviors living in regions with high ultraviolet indexes will look significantly older than same-aged peers living in lower ultraviolet index regions.
Small Bowel Obstruction Conservatively Managed in Hospital-At-Home
Paulson, Margaret R. , Eldaly, Abdullah S. , Ávila, Francisco R. , Torres‐Guzman, Ricardo A. , Maita, Karla C. , Garcia, John P. , Serrano, Luiza Palmieri , Emam, Omar S. , Forte, Antonio J. , Maniaci, Michael J. , Forte, Antonio Jorge , Torres, Ricardo A , Eldaly, Abdullah , Palmieri-Serrano, Luiza , Maniaci, Michael J , Avila, Francisco R , Garcia, John P , Paulson, Margaret R

Case Reports in Gastrointestinal Medicine | November 8, 2022 | Volume: 2022 | Issue: No issue available | Pages: 1-5

10.1155/2022/1969040 Get It

In 2020, Mayo Clinic established an Advanced Care at Home (ACH) program. ACH is a virtual hybrid hospital-at-home (HaH) program that combines telemedicine with in-home care services by utilizing a state that is software-driven, vendor-mediate medical supply chain. The program initially focused on acute medical diagnosis but has expanded to oversee surgical and postsurgical patients with continued inpatient needs. Here, we report the first case of a small bowel obstruction (SBO) managed under a HaH program. A 52-year-old lady presented to the emergency department with symptoms suggestive of mechanical SBO. The diagnosis was confirmed with an abdominopelvic computed tomography (CT) scan, and the patient was admitted to the hospital. Based on the patient’s presentation and laboratory results, the care team proceeded with conservative treatment including nasogastric tube (NG) placement and suctioning, intravenous (IV) fluid replacement, and daily laboratory studies. She spent the first hospital day in the physical hospital ward so that the surgical team could ensure stability clinically and no urgent need for surgical intervention. On hospital day two, she was transferred home with ACH where the NG suctioning and IV replacement therapy could continue, while the medical team conducted daily virtual visits to ensure continued improvement. Additionally, a paramedic and a nurse performed an in-person, head-to-toe assessment and administered medications to the patient twice daily. She spent 5 days in ACH getting acute care and then was discharged into a postacute phase equivalent to outpatient monitoring called the restorative phase. She was monitored remotely for the duration of the restorative phase for 10 more days, and then she recovered fully. This case highlights that high-acuity patients with SBO can receive invasive treatments like NG tube suction as well as be appropriately monitored for clinical decompensation by a virtual hybrid home hospital program which combines virtual care providers with an in-home vendor-mediated supply chain.
Colectomy Complicated by High-Output Ileostomy Managed in a Virtual Hybrid Hospital-at-Home Program
Paulson, Margaret R. , Maita, Karla C. , Ávila, Francisco R. , Torres‐Guzman, Ricardo A. , Garcia, John P. , Eldaly, Abdullah S. , Forte, Antonio J. , Maniaci, Michael J. , Maita, Karla , Eldaly, Abdullah , Forte, Antonio Jorge , Torres, Ricardo A , Maniaci, Michael J , Avila, Francisco R , Garcia, John P , Paulson, Margaret R

Case Reports in Surgery | September 30, 2022 | Volume: 2022 | Issue: No issue available | Pages: 1-6

10.1155/2022/3177934 Get It

Chronically ill patients with superimposed acute illness requiring hospitalization are more likely to develop an extended length of stay, hospital-acquired infections, and adverse events throughout their hospitalization. An excellent alternative to managing this population of patients in the traditional bricks-and-mortal (BAM) hospital is the hospital-at-home (HaH) model. The Advanced Care at Home (ACH) program is Mayo Clinic’s HaH model that provides acute and postacute care to high-acuity patients in their homes rather than in the traditional hospital and skilled nursing facility. We report a case of postoperative care through the ACH program of a patient suffering from short gut syndrome, high-output ileostomy, and severe protein-calorie malnutrition in the setting of previously diagnosed triple-negative invasive ductal carcinoma (IDC) of the right breast complicated by lung and brain metastasis. The patient had multiple complications that required repeated scare escalations directed by a multidisciplinary virtual care. Despite these complications, the ACH model of care was able to keep the patient in the home setting the majority of the time, limiting BAM hospital days, and eliminating the need to use the emergency department for acute escalation for 3 months. The patient was able to recover during this time period and proceed to successful take-down of the ileostomy. This case highlights the benefits of the ACH program by offering high-acuity hospital-level care to severely ill patients in the comfort of their homes. Highly qualified providers paired with curated technology in the home allowed for prompt identification of patient decompensation and timely initiation of treatment while avoiding institutionalization.