Search Results - "Baron, Jason M"

Machine Learning and Other Emerging Decision Support Tools by Baron, Jason M., MD, Kurant, Danielle E., MD, Dighe, Anand S., MD, PhD

“…Emerging applications of machine learning and artificial intelligence offer the opportunity to discover new clinical knowledge through secondary exploration of…”
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Applying Lean methodologies reduces ED laboratory turnaround times by White, Benjamin A., MD, Baron, Jason M., MD, Dighe, Anand S., MD, Camargo, Carlos A., MD, DrPH, Brown, David F.M., MD

“…Abstract Background Increasing the value of health care delivery is a national priority, and providers face growing pressure to reduce cost while improving…”
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3D-MICE: integration of cross-sectional and longitudinal imputation for multi-analyte longitudinal clinical data by Luo, Yuan, Szolovits, Peter, Dighe, Anand S, Baron, Jason M

“…A key challenge in clinical data mining is that most clinical datasets contain missing data. Since many commonly used machine learning algorithms require…”
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Artificial Intelligence in the Clinical Laboratory: An Overview with Frequently Asked Questions by Baron, Jason M

“…This article provides an overview of machine learning fundamentals and some applications of machine learning to clinical laboratory diagnostics and patient…”
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Artificial Intelligence in the Clinical Laboratory by Baron, Jason M.

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Using Machine Learning to Predict Laboratory Test Results by Luo, Yuan, Szolovits, Peter, Dighe, Anand S, Baron, Jason M

“…While clinical laboratories report most test results as individual numbers, findings, or observations, clinical diagnosis usually relies on the results of…”
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Aberrantly Resolved RAG-Mediated DNA Breaks in Atm-Deficient Lymphocytes Target Chromosomal Breakpoints in cis by Mahowald, Grace K., Baron, Jason M., Mahowald, Michael A., Kulkarni, Shashikant, Bredemeyer, Andrea L., Bassing, Craig H., Sleckman, Barry P.

“…Canonical chromosomal translocations juxtaposing antigen receptor genes and oncogenes are a hallmark of many lymphoid malignancies. These translocations…”
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Using Machine Learning-Based Multianalyte Delta Checks to Detect Wrong Blood in Tube Errors by Rosenbaum, Matthew W, Baron, Jason M

“…Abstract Objectives An unfortunate reality of laboratory medicine is that blood specimens collected from one patient occasionally get mislabeled with…”
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Order Indication Solicitation to Assess Clinical Laboratory Test Utilization: D-Dimer Order Patterns as an Illustrative Case by Rudolf, Joseph W., Baron, Jason M., Dighe, Anand S.

“…Background: A common challenge in the development of laboratory clinical decision support (CDS) and laboratory utilization management (UM) initiatives stems…”
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Collateral Damage from Antigen Receptor Gene Diversification by Mahowald, Grace K., Baron, Jason M., Sleckman, Barry P.

“…Chromosomal translocations that juxtapose antigen receptor genes and oncogenes are frequently associated with lymphoid malignancies. In this issue, Robbiani et…”
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Development of a “meta-model” to address missing data, predict patient-specific cancer survival and provide a foundation for clinical decision support by Baron, Jason M, Paranjape, Ketan, Love, Tara, Sharma, Vishakha, Heaney, Denise, Prime, Matthew

“…Abstract Objective Like most real-world data, electronic health record (EHR)–derived data from oncology patients typically exhibits wide interpatient…”
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Real evidence to assess clinical testing interference risk (REACTIR): A strategy using real world data to assess the prevalence of interfering substances in patients undergoing clinical laboratory testing by Baron, Jason M., Heaney, Denise L., John, Ani, Fantz, Corinne R.

“…•Laboratory test interferences have the potential to cause spurious test results and serious patient harm.•Analyses of real world data (RWD) may offer insights…”
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Iron studies and transferrin, a source of test ordering confusion highly amenable to clinical decision support by Huang, Richard, McEvoy, Dustin S., Baron, Jason M., Dighe, Anand S

“…•Transferrin is a common test that may be overutilized due to ordering confusion.•Transferrin provides no independent information compared to concurrent iron…”
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Real-World Biomarker Test Ordering Practices in Non-Small Cell Lung Cancer: Interphysician Variation and Association With Clinical Outcomes by Baron, Jason M, Widatalla, Sarrah, Gubens, Matthew A, Khalil, Farah

“…Patients with metastatic or advanced non-small cell lung cancer (NSCLC) need biomarker testing, including, in most cases, anaplastic lymphoma kinase (ALK),…”
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The role of informatics and decision support in utilization management by Baron, Jason M., Dighe, Anand S.

“…Information systems provide a critical link between clinical laboratories and the clinicians and patients they serve. Strategic deployment of informatics…”
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Case 24-2016: A 66-Year-Old Man with Malaise, Weakness, and Hypercalcemia by Bazari, Hasan, Palmer, William E, Baron, Jason M, Armstrong, Katrina

“…A 66-year-old man presented with malaise, weakness, hypercalcemia, and acute kidney injury. CT of the abdomen and pelvis revealed no evidence of cancer; CT of…”
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Use of machine learning to predict clinical decision support compliance, reduce alert burden, and evaluate duplicate laboratory test ordering alerts by Baron, Jason M, Huang, Richard, McEvoy, Dustin, Dighe, Anand S

“…While well-designed clinical decision support (CDS) alerts can improve patient care, utilization management, and population health, excessive alerting may be…”
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Perceptions of pathology informatics by non-informaticist pathologists and trainees by Walker, Addie, Garcia, Christopher, Baron, Jason M., Gudewicz, Thomas M., Gilbertson, John R., Henricks, Walter H., Lee, Roy E.

“…Background: Although pathology informatics (PI) is essential to modern pathology practice, the field is often poorly understood. Pathologists who have received…”
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Case 22-2018: A 64-Year-Old Man with Progressive Leg Weakness, Recurrent Falls, and Anemia by Bennett, Susan E, Schmitt, William P, Stanford, Fatima C, Baron, Jason M

“…A 64-year-old man was admitted to the hospital because of recurrent falls. He had proximal muscle weakness, orthostatic hypotension, and anemia. By hospital…”
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Case 3-2017: A Man with Cardiac Sarcoidosis and New Diplopia and Weakness by Petzold, Axel, Baron, Jason M, Dighe, Anand S, Flood, James G

“…To the Editor: In the Case Record discussed by Samuels et al. (Jan. 26 issue), 1 the autopsy of the unfortunate patient who died of granulomatous amebic…”
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