@Alimedphysics profile picture
Ali Abbasian Ardakani @Alimedphysics
Joined January 2019
  • Tweets 44
  • Following 136
  • Followers 41
38 Photos and videos
Our #AI model incorporating peritumoral regions in #ultrasound imaging outperformed radiologists in diagnosing thyroid nodule malignancy. A step towards more accurate, accessible, and efficient diagnostics. #Radiomics #ThyroidResearch #MedicalImaging 🔗 doi.org/10.1002/jum.16665
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Attention physicians without #AI expertise! Our review article in #JUM provides a comprehensive guide for you to interpret the outputs of diagnostic #AI_models in healthcare! Shed light on real-world AI models with our guide! bit.ly/3LxIjoL @AIUMultrasound @nj_bureau
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I'm delighted to share that our work, published in Journal of Ultrasound in Medicine on behalf of American Institute of Ultrasound in Medicine, is one of the top most-cited papers published 2022-2023. A special thanks to @nj_bureau and @MoMirzaAA for their help. @AIUMultrasound
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Our proposed #denoising model filtered out noises on #ultrasound images effectively. It can also preserve the #texture of tissues and can be used to enhance the diagnostic profile of #CAD systems and radiologists in malignancy diagnosis. See more on JCU: bit.ly/3QKYQrD
Schematic diagram of five phases involved in this study.

ALT Schematic diagram of five phases involved in this study.

ROC curves of three expert radiologists for breast lesions with borderline BIRADS score to diagnose benign and malignant lesions before and after denoising.

ALT ROC curves of three expert radiologists for breast lesions with borderline BIRADS score to diagnose benign and malignant lesions before and after denoising.

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#ChatGPT passed 2023's Iranian Medical Residency Entrance Exam in Persian, English, French, and Spanish! The type of input language did not significantly affect both perception and performance of ChatGPT. See our article on Informatics in Medicine Unlocked:doi.org/10.1016/j.imu.2023.1…
Flow chart of the study highlighting the five main phases of the methodology.

ALT Flow chart of the study highlighting the five main phases of the methodology.

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Our new #MultiCenter international study indicated that the proposed #CAD system based on #DeepRadiomics outperformed radiologists in predicting #CarpalTunnelSyndrome using #Ultrasonography in both internal (Iran) and external (Columbia) validation datasets! @AIUMultrasound
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Our proposed #AI model detected #ScaphoidFractures with 90% accuracy! It can be a beneficial alternative to MRI for early fracture detection (especially occult) on radiographs. See more on Engineering Applications of Artificial Intelligence: bit.ly/3TKvJ8W. @comp_science
Experimental setup for scaphoid fracture detection with proposed deep learning model.

ALT Experimental setup for scaphoid fracture detection with proposed deep learning model.

Gradient-weighted class activation map (Grad-CAM) samples for control (a) and fracture (b) cases.

ALT Gradient-weighted class activation map (Grad-CAM) samples for control (a) and fracture (b) cases.
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Motivated! I am deeply honored and humbled to have been recognized as the "Top Young Researcher" by The Iranian Academy of Medical Sciences in 2022! Excited! Please do not listen to the "rejection" and just go on! 😊
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What is the best denoising filter in ultrasound images? Our new article sought to find the best one among 67 filters. See more on International Journal of Imaging Systems and Technology (IMA): doi.org/10.1002/ima.22843 @WileyEngineer @WileyHealth
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Looking for a #BreastUltrasound image #Database for your #AI studies? Find one in our new publication in Computers in Biology and Medicine: doi.org/10.1016/j.compbiomed… @comp_science @ELS_Radiology
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Our #DeepLearning based model was able to diagnose metastatic #LymphNodes with an AUC of 0.948 using all cohorts, which was superior to three #MachineLearning models with common imaging features used by radiologists. See more on JUM: bit.ly/3EQFsUi @AIUMultrasound
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Our new multi-center international study indicated that the proposed reproducible #AI model could significantly help radiologists diagnose #breastcancer using #ultrasonography based on ACR #BIRADS interpretations and morphometry. See our paper in #EJR via bit.ly/3DOjQXW
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Excited to share our article that indicates tumor periphery should be considered for differentiating benign and malignant lesions in images quantification studies! 😊@AIUMultrasound
AIUM Ultrasound@AIUMultrasound
30 Aug 2022
How vital are Tumor Periphery and TME  in medical imaging diagnosis? Check out this article from the AIUM's Journal of Ultrasound in Medicine. Click here to read more: bit.ly/3AwiwYd. #JUM #Ultrasound #FOAMed
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The question is "Should we consider tumor periphery in diagnostic procedures?" The answer is YES. See our article for more details on Journal of Ultrasound in Medicine: doi.org/10.1002/jum.16086 Thanks @nj_bureau for collaboration on this project! @AIUMultrasound @WileyHealth
Excited to share our multi-center study on #BreastCancer diagnosis using #AI. Analysis of 1259 lesions indicated that #Radiomics features diagnosed breast cancer with an AUC of 0.890 for all cohorts. See more on Biocybernetics and Biomedical Engineering: doi.org/10.1016/j.bbe.2022.0…
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The proposed #multi_resolution #CAD system can be utilized for the detection of early #hypertension-induced left ventricular heart muscle changes using #ultrasound imaging. See more on Contrast Media & Molecular Imaging: doi.org/10.1155/2022/5616939 @HindawiMedicine @HindawiMECS
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The new ability of #Radiomics! It could diagnose cardiac abnormality in patients with #pacemaker using #Ultrasonography See more on Computational and Mathematical Methods in Medicine: doi.org/10.1155/2022/1279749 @HindawiMedicine @HindawiMECS
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The 27th Iran's #Razi Research Festival on Medical Sciences has honored its winners. I am so excited that our #COVID19 research has been honored as the top national research. @comp_science #Computer_in_Biology_and_Medicine #RaziFestival
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#Radiomics is not an incomprehensive and vague topic! Radiomics features can be interpreted easily! See our pictorial review in Computer Methods and Programs in Biomedicine via bit.ly/3zs4Bl6 Thanks @EdwardCiaccio and @nj_bureau for collaboration. @comp_science
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What are the capabilities of laser beams? It can determine underlying cellular changes in nanoscale and predict cellular damages after thermo-, chemo-, and radiation therapies. See more on doi.org/10.1016/j.pdpdt.2021… @ELS_Oncology @photodynamicIPA @EurSocPhotobiol @ASPhotobiology
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