UltrasoundThyroid nodulesIntervention2023DifferentialBiomarkersDetectionHumans2021FindingsLesionsTomographyClinicalPhysiciansMeasurementsPreciseCardiacArtificialPrognosisAlgorithmsRadiologistsResearchMethodsSubjectsPulmonaryPractitionersTechnologyAnalysisPatient'sSegmentationProstateMadeAccurateSciencePatientsImagesTreatmentStudiesErrorsMachine LearningDataVisionBreastSearchProgramApproach
Ultrasound2
- As thyroid and breast cancer have several US findings in common, we applied an artificial intelligence computer-assisted diagnosis (AI-CAD) software originally developed for thyroid nodules to breast lesions on ultrasound (US) and evaluated its diagnostic performance. (springer.com)
- Since additional findings and alternative diagnoses are not uncommon, ultrasound does provide that additional angle," said lead author Haithuy Nguyen, MD. "Even if we had to do an upper GI, a lot of the information was already there, but we just needed to prove to the surgeon that there was malrotation. (medimaging.net)
Thyroid nodules1
- Park VY, Han K, Seong YK, Park MH, Kim E-K, Moon HJ, Yoon JH, Kwak JY: Diagnosis of thyroid nodules: performance of a Deep Learning convolutional neural network Model vs. Radiologists. (springer.com)
Intervention4
- In Medical Image Computing and Computer Assisted Intervention (MICCAI) , Boston, United States, September 2014. (inria.fr)
- In Proceedings of Medical Image Computing and Computer Assisted Intervention 2012 (MICCAI) , LNCS, October 2012. (inria.fr)
- In Proceedings of Medical Image Computing and Computer Assisted Intervention (MICCAI) , LNCS, pages 8p, 2011. (inria.fr)
- In Medical Image Computing and Computer-Assisted Intervention (MICCAI'10) , number 6362 of Lecture Notes in Computer Science, Beijing, China, pages 480-487, September 2010. (inria.fr)
20231
- Wimalarathna, Hasitha, "Using Machine Learning to Assist Clinicians to Diagnose Auditory Processing Disorder in Children" (2023). (uwo.ca)
Differential2
- It has been estimated that in 54 of these 76 cases the DERMIS system could have provided differential advice with the correct diagnosis appearing at the top of the list. (nih.gov)
- However, muscle weakness is a common symptom in many patients with other conditions, and the differential diagnosis for the complaint is extensive ( Table 2 ). (hcplive.com)
Biomarkers1
Detection2
- The patients were randomized to receive a traditional colonoscopy or a colonoscopy with computer-aided detection software -the software detects colorectal polyps during high-definition white-light colonoscopy procedures. (coloncancerfoundation.org)
- Diagnostic Accuracy of Artificial Intelligence and Computer-Aided Diagnosis for the Detection and Characterization of Colorectal Polyps: Systematic Review and Meta-analysis. (cdc.gov)
Humans1
- They found, however, that in viewing scans from different perspectives, the humans and computers made different types of errors, but combining the strengths of the two interpreters allows one to correct the errors of the other. (medscape.com)
20211
- Computer Vision and Machine Learning in Precision Oncology (CoMPL) is a VA hub established in October 2021 to develop an enterprise-wide community around the use of computer vision and machine learning (CVML) for precision oncology within the VA and nurture the development of novel concepts to solve pressing real-world clinical problems facing Veterans. (va.gov)
Findings3
- New York (MedscapeWire) Jul 21 - In a study comparing the effectiveness of neural network software and experienced human observers, 3 Boston radiologists have found that the computer makes an excellent consultant in cases with normal findings on chest radiographs, particularly in cases with large pulmonary emboli. (medscape.com)
- The computers and the human doctors were given the same cases to diagnose, using digital data from 100 patients with normal findings on chest radiographs who were undergoing both radionuclide ventilation--perfusion scanning and pulmonary angiography. (medscape.com)
- Dr. Shaukat states, "Our findings add to the growing amount of literature that shows using computer-aided technology during an endoscopy procedure can improve the quality of exams performed and improve outcomes for our patients. (coloncancerfoundation.org)
Lesions3
- 24. Colour clusters for computer diagnosis of melanocytic lesions. (nih.gov)
- 27. Computer-based classification of dermoscopy images of melanocytic lesions on acral volar skin. (nih.gov)
- In 2008, Mehrotra et al emphasized the value of the brush biopsy technique in evaluating oral lesions without the aid of computer-assisted technology, although they reported marginally lower sensitivity and specificity. (medscape.com)
Tomography4
- Optical coherence tomography angiography (OCTA) can deliver enhanced diagnosis for diabetic retinopathy (DR). This study evaluated a deep learning (DL) algorithm for automatic DR severity assessment using high-resolution and ultra-widefield (UWF) OCTA. (researchgate.net)
- Ultra-wide optical coherence tomography angiography (UW-OCTA) is a non-invasive and safe imaging modality in DR diagnosis system, but there is a lack of publicly available benchmarks for model development. (researchgate.net)
- Combination of magnetic resonance cholangiopancreatography and computed tomography for preoperative diagnosis of the Mirizzi syndrome. (qxmd.com)
- To determine the diagnostic accuracy of combined magnetic resonance cholangiopancreatography (MRCP) and computed tomography (CT) for preoperative diagnosis of Mirizzi syndrome. (qxmd.com)
Clinical8
- This work uses computers to locate important clinical information on routine images taken by clinicians during care and identifies information not visible to the naked eye. (va.gov)
- They can also be combined with other test results to create even more accurate computer-based tests for how the clinical team might want to treat Veterans. (va.gov)
- Main outcome measures Diagnosis of one of three key types of serious bacterial infection (urinary tract infection, pneumonia, and bacteraemia), and the accuracy of both our clinical decision making model and clinician judgment in making these diagnoses. (bmj.com)
- On the basis of the data from the clinical evaluations and the confirmed diagnosis, a diagnostic model was developed using multinomial logistic regression methods. (bmj.com)
- Physicians' diagnoses of bacterial infection had low sensitivity (10-50%) and high specificity (90-100%), whereas the clinical diagnostic model provided a broad range of values for sensitivity and specificity. (bmj.com)
- Development and Evaluation of a Leukemia Diagnosis System Using Deep Learning in Real Clinical Scenarios. (cdc.gov)
- The diagnosis of an idiopathic inflammatory myopathy is made by finding a combination of a typical clinical presentation in association with elevated levels of enzymes of muscle origin, myopathic changes on electromyography, edema in muscle on MRI, and characteristic muscle histopathology. (hcplive.com)
- Improving clinical reasoning skills-the thought processes used by clinicians to formulate appropriate questions and diagnoses-is essential for reducing missed diagnostic opportunities. (jmir.org)
Physicians3
- The failure made many physicians dubious of computer-aided diagnostics, says Vijay Rao, a radiologist at Jefferson University in Philadelphia. (scientificamerican.com)
- and technologies that assist physicians in personalizing a patient's surgical plan. (uvic.ca)
- While physicians also look at symptoms, lab work, X-rays and family histories of breathing problems, the pulmonary function testing can be an important part of diagnoses, "especially when patients are borderline," said Dr. Albert Rizzo, the chief medical officer at the American Lung Association. (kdvr.com)
Measurements1
- Accurate measurements of radiographs and computer-assisted calculations can provide a three-dimensional motion analysis. (nih.gov)
Precise1
- Out of 221 precise diagnoses made by the dermatologist in the clinic, 42 groupings were created to encompass the most common or important diseases encountered in general practice. (nih.gov)
Cardiac1
- Deep learn-based computer-assisted transthoracic echocardiography: approach to the diagnosis of cardiac amyloidosis. (bvsalud.org)
Artificial4
- The study used computers running artificial neural networks on scan data obtained directly from the anterior and posterior ventilation and perfusion images, pitting the computers against 3 experienced nuclear medicine practitioners. (medscape.com)
- I am interested in the design as well as the evaluation of Intelligent Language Tutoring Systems (ILTSs) - computer environments for second language learning that make use of Natural Language Processing (NLP) and techniques of Artificial Intelligence. (sfu.ca)
- In order to improve the efficiency and efficacy of colonoscopies, Dr. Shaukat and her team have developed an artificial intelligence (AI) platform to assist endoscopists. (coloncancerfoundation.org)
- Background and Objectives: This study investigated whether an artificial intelligence computer-assisted diagnosis (AI-CAD) software recently developed in our institution named the Severance Artificial intelligence program (SERA) could show similar diagnostic. (koreamed.org)
Prognosis2
- A similarity-based approach to leverage multi-cohort medical data on the diagnosis and prognosis of Alzheimer's disease. (nih.gov)
- Data can facilitate prognosis of the asset condition and the functionality of the network, informing computer-based asset and traffic models, which can assist in defining actionable performance indicators, for diagnosis and for defining risk and loss expediently and accurately. (surrey.ac.uk)
Algorithms2
- But she had been looking for a new line of research and decided to team up with radiologists to develop machine-learning algorithms that use computers' superior visual analysis to spot subtle patterns in mammograms that the human eye might miss. (scientificamerican.com)
- Algorithms also raise unprecedented questions about how to regulate a machine that is constantly learning and changing and who is to blame if an algorithm gets a diagnosis wrong. (scientificamerican.com)
Radiologists3
- However, since the 1980s, radiologists have leapt into the digital world and view images on computer monitors with increasing frequency. (medscape.com)
- The numerous researchers, start-up companies and scanner manufacturers designing AI programs hope they can improve the accuracy and timeliness of diagnoses, provide better treatment in developing countries and remote regions that lack radiologists, reveal new links between biology and disease, and even help to predict how soon a person will die. (scientificamerican.com)
- In the 1990s radiologists started using a program called computer-assisted diagnosis (CAD) to detect breast cancer in mammograms. (scientificamerican.com)
Research1
- My main research interest lies in Computer-Assisted Language Learning, bridging applied and computational linguistics. (sfu.ca)
Methods3
- Recently, Computer-Aided Diagnosis (CAD) systems based on learning methods showed potential for improving knee OA diagnostic accuracy. (nih.gov)
- The advance has been largely driven by the development of deep-learning methods, in which a computer is given a set of images and then left to draw its own connections between them, ultimately developing a network of associations. (scientificamerican.com)
- If a camera can measure minute changes in the color of your face to determine your heart rate, it could also measure your facial expressions and emotions or perform observational analysis - the first of four methods of diagnosis performed by traditional Chinese medicine. (healthworkscollective.com)
Subjects1
- Many studies on biochemical and imaging markers have shown potential promise in improving diagnosis, yet establishing quantitative diagnostic criteria for ancillary tests remains challenging.We have developed a similarity-based approach that matches individuals to subjects with similar conditions. (nih.gov)
Pulmonary2
- Cite this: Computer-Assisted Diagnosis of Pulmonary Embolism - Medscape - Jul 21, 2000. (medscape.com)
- This study, published in JAMA Network Open, offers one of the first real-world examples of how the the issue may affect diagnosis and care for lung patients, said Dr. Darshali Vyas, a pulmonary care doctor at Massachusetts General Hospital. (kdvr.com)
Practitioners1
Technology4
- 29. Validation of a Skin-Lesion Image-Matching Algorithm Based on Computer Vision Technology. (nih.gov)
- Highlights include new materials with caries-preventive or caries-arresting properties for use in restoration, new tests for the early diagnosis of periodontal diseases, and the use of computer-assisted design/computer-assisted manufacture technology for the fabrication of inlays. (who.int)
- A computer scientist at Massachusetts Institute of Technology, Barzilay had never studied health before. (scientificamerican.com)
- The role of AI technology in prediction, diagnosis and treatment of colorectal cancer. (cdc.gov)
Analysis4
- The program, when tested by 'one out' analysis on the original cases, placed the correct diagnosis first on 76% of occasions, and within the first three on 95% of occasions. (nih.gov)
- With this in mind, the development of the brush biopsy (Oral CDx R) coupled with a computer-assisted method of analysis has brought accurate diagnosis, ease of performance, and patient acceptance into daily practice. (medscape.com)
- From a second language acquisition (SLA) and CALL perspective, I focus on studies of human-computer interaction (e.g., navigation patterns, learner strategies and responses within intelligent systems, learner and task variables), corrective feedback and error analysis. (sfu.ca)
- Computer-assisted automatic analysis of diabetic retinopathy (DR) is of great importance in reducing the risks of vision loss and even blindness. (researchgate.net)
Patient's1
Segmentation1
Prostate1
Made2
- In this thesis, a custom-made coaxial bioimpedance sensor was used, in combination with computer-aided pattern recognition tools, to identify cancer in tissue samples obtained from the formalin-fixed kidney of a 60 year-old male patient. (smu.edu)
- No single feature is diagnostic of an idiopathic inflammatory myopathy, and the diagnosis can be made only after the exclusion of other causes of these abnormalities. (hcplive.com)
Accurate3
- They found also that adding the computer-based diagnostic tools to the interpretation process improved the diagnostic predictions of even the most accurate physician participating in the study. (medscape.com)
- [ 3 ] Obtaining and sampling cells within the basal and parabasal region of the epithelium is central to the consistent and accurate diagnosis of early oral and oropharyngeal cancer or precancer. (medscape.com)
- Diabetic Retinopathy (DR), a prevalent and severe complication of diabetes, affects millions of individuals globally, underscoring the need for accurate and timely diagnosis. (researchgate.net)
Science1
- Machine learning (ML) is a subfield of computer science that utilizes large data sets to train a computer algorithm to identify patterns in the data. (uwo.ca)
Patients1
Images3
- As the transition from film to monitors began to take place, it became evident that, similar to many digital images, the radiographic image on the computer monitor did not appear the same as the image on film. (medscape.com)
- However, learning discriminative properties can be a challenging task, particularly when dealing with complex data such as X-ray images, typically used for knee OA diagnosis. (nih.gov)
- In medical imaging, this might, for example, involve telling the computer which images contain cancer and setting it free to find features common to those images but absent in cancer-free images. (scientificamerican.com)
Treatment3
- Early diagnosis and effective treatment offer cost benefits. (nih.gov)
- SBU has assessed the scientific base with respect to the diagnosis and treatment of lipoedema at the behest of the Swedish Government (S2019/05315/RS). (sbu.se)
- The aim of this report is to assess the scientific evidence with respect to the diagnosis and treatment of lipoedema, experiences and perceptions of those who have lipoedema regarding their care and support when interacting with healthcare, health economics, and ethical aspects. (sbu.se)
Studies1
Errors1
- Errors and Intelligence in Computer-Assisted Language Learning: Parsers and Pedagogues. (sfu.ca)
Machine Learning1
- This novel method based on echocardiography combined with machine learning may have the potential to be used in the diagnosis of CA. (bvsalud.org)
Data1
Vision2
- We're excited to share insights from the 18th CVC Workshop on Computer Vision Trends and Challenges (CVCRD), held on July 14! (uab.es)
- In the past decade, however, computer vision has improved by leaps and bounds-in everyday applications such as face recognition and in medicine. (scientificamerican.com)
Breast1
- Ultimately she was diagnosed with breast cancer in 2014, but the path to that diagnosis had been unbelievably frustrating. (scientificamerican.com)
Search1
- Results of search for 'su:{Diagnosis, Computer-assisted. (who.int)
Program2
- The program produces a list of reasonable diagnoses based on probabilities calculated using Bayes' theorem. (nih.gov)
- Over the next four years the team taught a computer program to analyze mammograms from about 32,000 women of different ages and races and told it which women had been diagnosed with cancer within five years of the scan. (scientificamerican.com)
Approach1
- In this article, we describe an approach to the diagnosis and management of the idiopathic inflammatory myopathies. (hcplive.com)