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Interpretable deep learning approach for oral cancer classification using guided attention inference network
Figueroa, Kevin Chew, Song, Bofan, Sunny, Sumsum, Li, Shaobai, Gurushanth, Keerthi, Mendonca, Pramila, Mukhia, Nirza, Patrick, Sanjana, Gurudath, Shubha, Raghavan, Subhashini, Imchen, Tsusennaro, Leivon, Shirley T, Kolur, Trupti, Shetty, Vivek, Bushan, Vidya, Ramesh, Rohan, Pillai, Vijay, Wilder-Smith, Petra, Sigamani, Alben, Suresh, Amritha, Kuriakose, Moni Abraham, Birur, Praveen, Liang, Rongguang
Published in Journal of biomedical optics (01.01.2022)
Published in Journal of biomedical optics (01.01.2022)
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Using model explanations to guide deep learning models towards consistent explanations for EHR data
Watson, Matthew, Awwad Shiekh Hasan, Bashar, Al Moubayed, Noura
Published in Scientific reports (18.11.2022)
Published in Scientific reports (18.11.2022)
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Combat COVID-19 infodemic using explainable natural language processing models
Ayoub, Jackie, Yang, X. Jessie, Zhou, Feng
Published in Information processing & management (01.07.2021)
Published in Information processing & management (01.07.2021)
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scCaT: An explainable capsulating architecture for sepsis diagnosis transferring from single-cell RNA sequencing
Zheng, Xubin, Meng, Dian, Chen, Duo, Wong, Wan-Ki, To, Ka-Ho, Zhu, Lei, Wu, JiaFei, Liang, Yining, Leung, Kwong-Sak, Wong, Man-Hon, Cheng, Lixin
Published in PLoS computational biology (21.10.2024)
Published in PLoS computational biology (21.10.2024)
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A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer’s Disease
Lombardi, Angela, Diacono, Domenico, Amoroso, Nicola, Biecek, Przemysław, Monaco, Alfonso, Bellantuono, Loredana, Pantaleo, Ester, Logroscino, Giancarlo, De Blasi, Roberto, Tangaro, Sabina, Bellotti, Roberto
Published in Brain informatics (01.12.2022)
Published in Brain informatics (01.12.2022)
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Validity evidence supporting clinical skills assessment by artificial intelligence compared with trained clinician raters
Johnsson, Vilma, Søndergaard, Morten Bo, Kulasegaram, Kulamakan, Sundberg, Karin, Tiblad, Eleonor, Herling, Lotta, Petersen, Olav Bjørn, Tolsgaard, Martin G.
Published in Medical education (01.01.2024)
Published in Medical education (01.01.2024)
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Detecting Glaucoma from Fundus Photographs Using Deep Learning without Convolutions
Fan, Rui, Alipour, Kamran, Bowd, Christopher, Christopher, Mark, Brye, Nicole, Proudfoot, James A., Goldbaum, Michael H., Belghith, Akram, Girkin, Christopher A., Fazio, Massimo A., Liebmann, Jeffrey M., Weinreb, Robert N., Pazzani, Michael, Kriegman, David, Zangwill, Linda M.
Published in Ophthalmology science (Online) (01.03.2023)
Published in Ophthalmology science (Online) (01.03.2023)
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Optimizing Rare Disease Gait Classification through Data Balancing and Generative AI: Insights from Hereditary Cerebellar Ataxia
Trabassi, Dante, Castiglia, Stefano Filippo, Bini, Fabiano, Marinozzi, Franco, Ajoudani, Arash, Lorenzini, Marta, Chini, Giorgia, Varrecchia, Tiwana, Ranavolo, Alberto, De Icco, Roberto, Casali, Carlo, Serrao, Mariano
Published in Sensors (Basel, Switzerland) (01.06.2024)
Published in Sensors (Basel, Switzerland) (01.06.2024)
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TrafficVis: Visualizing Organized Activity and Spatio-Temporal Patterns for Detecting and Labeling Human Trafficking
Vajiac, Catalina, Chau, Duen Horng, Olligschlaeger, Andreas, Mackenzie, Rebecca, Nair, Pratheeksha, Lee, Meng-Chieh, Li, Yifei, Park, Namyong, Rabbany, Reihaneh, Faloutsos, Christos
Published in IEEE transactions on visualization and computer graphics (01.01.2023)
Published in IEEE transactions on visualization and computer graphics (01.01.2023)
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Machine Learning for Hypertension Prediction: a Systematic Review
Silva, Gabriel F. S., Fagundes, Thales P., Teixeira, Bruno C., Chiavegatto Filho, Alexandre D. P.
Published in Current hypertension reports (01.11.2022)
Published in Current hypertension reports (01.11.2022)
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BandFocusNet: A Lightweight Model for Motor Imagery Classification of a Supernumerary Thumb in Virtual Reality
Alsuradi, Haneen, Hong, Joseph, Sarmadi, Alireza, Volcic, Robert, Salam, Hanan, Atashzar, S. Farokh, Khorrami, Farshad, Eid, Mohamad
Published in IEEE open journal of engineering in medicine and biology (01.01.2025)
Published in IEEE open journal of engineering in medicine and biology (01.01.2025)
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Explainable AI in Diagnostic Radiology for Neurological Disorders: A Systematic Review, and What Doctors Think About It
Hafeez, Yasir, Memon, Khuhed, AL-Quraishi, Maged S., Yahya, Norashikin, Elferik, Sami, Ali, Syed Saad Azhar
Published in Diagnostics (Basel) (01.01.2025)
Published in Diagnostics (Basel) (01.01.2025)
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An ensemble deep-learning approach for single-trial EEG classification of vibration intensity
Alsuradi, Haneen, Park, Wanjoo, Eid, Mohamad
Published in Journal of neural engineering (01.10.2023)
Published in Journal of neural engineering (01.10.2023)
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