We.P32.B-19
COMPARATIVE ANALYSIS OF LEARNING PARADIGMS FOR ROBUSTNESS TO DOMAIN SHIFTS IN HISTOPATHOLOGICAL IMAGE ANALYSIS
So-yun Park, Woojin Jang, Kyeongjung Kim, Se-woon Choe, Kumoh National Institute of Technology
Session:
We.P32: Image analysis and classification Poster
Track:
Biomedical Imaging and Image Processing
Location:
Hall E; Bay B, Board #19
Presentation Time:
Wednesday, 29 July, 16:30 - 18:30
Presentation
Discussion
Resources
No resources available.
Session We.P32
We.P32.B-6: SCANNER-INDUCED VARIABILITY IN DIGITAL PATHOLOGY: EFFECTS ON FEATURE EXTRACTORS AND BREAST TUMOR GRADING
Nikos Tsiknakis, Georgios C. Manikis, Nguyen Thuy Duong Tran, Mattias Rantalainen, Johan Hartman, Karolinska Institutet; Janina Kulka, Marcell Szasz, Semmelweis University; Balazs Acs, Theodoros Foukakis, Karolinska Institutet
We.P32.B-7: DISRUPTED CORTICAL HIERARCHICAL ORGANIZATION IN ADHD
Seoah Lee, Taeyeon Kim, Bo-yong Park, Korea university
We.P32.B-8: AUTOMATED QUANTIFICATION OF SUBGLOTTIC STENOSIS FROM ENDOSCOPIC VIDEO USING A MULTI-STAGE DEEP LEARNING PIPELINE
Christian Canlas, Veerash Palanichamy, Hayley Monson, Sophia Werden Abrams, Benjamin van der Woerd, Onaizah Onaizah, McMaster University
We.P32.B-9: Autistic Symptom Prediction Using A Hierarchical Distortion Feature Of Structure-Function Coupling Of The Brain
Taeyeon Kim, Seoah Lee, Bo-yong Park, Korea University
We.P32.B-10: Decomposed Facial Flow as a Non-Invasive Biomarker for Effortful Listening in Hearing Aid Users
Faraz Ahmed Nizamani, Mayur Bhamborae, Hochschule Für Technik Und Wirtschaft Des (htw) Saarlandes; Matthias Latzel, Sonova AG; Farah Corona-Strauss, Daniel Strauss, Saarland University & htw saar
We.P32.B-11: The Influence of Differences in Field of View in Fundus Images on Image Analysis AI
Kenji Yoshitsugu, University of Hyogo, Graduate School of Information Science; Kazumasa Kishimoto, Kyoto University Hospital, Division of Medical Information Technology and Administration Planning; Tadamasa Takemura, University of Hyogo, Graduate School of Information Science
We.P32.B-12: ULTRASOUND IMAGE CLASSIFICATION VIA MASK-GUIDED LEARNING FOR STANDARDIZED NATIONAL LIVER CANCER SCREENING
Yungi Hong, Moonhyung Choi, Jinbum Kang, The Catholic University of Korea
We.P32.B-13: COMPARISON OF IMAGE, PATCH, AND HYBRID METHODS FOR DIABETIC RETINOPATHY LESION SEGMENTATION
Jakob Balkovec, Daniel Kirov-Tomilov, Alyssa Abogado, Lin Li, Seattle University
We.P32.B-14: WITHIN- AND BETWEEN-NETWORK FUNCTIONAL CONNECTIVITY AND SPECTRAL CHANGES DISTINGUISH RECOVERY IN SUBACUTE BACK PAIN
Behnaz Jarrahi, Stanford University School of Medicine
We.P32.B-15: Interpretable Automated Quality Control for Bundle Tractography via Shallow Decision Trees
Sasha Chehrzadeh, Yixue Feng, Kenny Liou, Sophia Thomopoulos, Julio Villalon-Reina, Hannah Yoo, Yuhan Shuai, University of Southern California; Bramsh Chandio, West Virginia University; Talia Nir, Neda Jahanshad, Paul Thompson, University of Southern California
We.P32.B-16: MULTISCALE REGRESSION OF ALZHEIMER'S DISEASE PROGRESSION INDICATORS BASED ON MRI IMAGES
Takumi Sekiya, Nagoya University; Kazutaka Sakamoto, Ryota Kobayashi, Yamagata University; Shinobu Kawakatsu, Fukushima Medical University; Keigo Matsuda, Nagoya University
We.P32.B-17: TEMPORAL VARIABILITY OF LARGE-SCALE BRAIN NETWORKS IN SCHIZOPHRENIA WITH PARANOID SYMPTOMS
Behnaz Jarrahi, Stanford University School of Medicine
We.P32.B-18: MICRO-EXPRESSION RECOGNITION WITH SELF-SUPERVISED MOTION MAGNIFICATION.
Leonel Zumarraga, Faraz Nizamani, Farah Corona-Strauss, Daniel Strauss, UNIVERSITY OF SAARLAND & HOCHSCHULE FÜR TECHNIK UND WIRTSCHAFT DES SAARLANDES
We.P32.B-19: COMPARATIVE ANALYSIS OF LEARNING PARADIGMS FOR ROBUSTNESS TO DOMAIN SHIFTS IN HISTOPATHOLOGICAL IMAGE ANALYSIS
So-yun Park, Woojin Jang, Kyeongjung Kim, Se-woon Choe, Kumoh National Institute of Technology
We.P32.B-20: FUNDAMENTAL STUDY ON DEMENTIA-RELATED DISEASES PREDICTION USING META-LEARNING WITH BRAIN MRI IMAGES
Kazuhiro Fujii, Nagoya University; Kazutaka Sakamoto, Kobayashi Ryota, Yamagata University; Shinobu Kawakatsu, Fukushima Medical University; Keigo Matsuda, Nagoya University
We.P32.B-21: LESION-FOCUSED ADVERSARIAL LEARNING FOR REDUCING BACKGROUND BIAS IN SKIN LESION CLASSIFICATION
Woojin Jang, So-yun Park, Kyeongjung Kim, Se-woon Choe, Kumoh National Institute of Technology
We.P32.B-22: QUANTITATIVE TONGUE MOTION FEATURES AS BIOMARKERS FOR BULBAR DYSFUNCTION
Mahri Kadyrova, Nevena Musikic, Ervin Sejdic, Yana Yunusova, University of Toronto
We.P32.B-23: Application of Generative Adversarial Networks for Treatment Outcome Prediction in Polypoidal Choroidal Vasculopathy
Yu-Kuei Lee, National Cheng Kung University Hospital; Shyh-Hau Wang, National Cheng Kung University
We.P32.B-24: Deep Learning-Based Texture Feature Approaches of Optical Coherence Tomography Angiography in Polypoidal Choroidal Vasculopathy
Yu-Kuei Lee, National Cheng Kung University Hospital; Shyh-Hau Wang, National Cheng Kung University
We.P32.B-25: AI-Powered Accessibility Auditing for Washrooms
Pooja Viswanathan, Jennifer Shi, Anna Liu, Tiffany Trinh, Stepan Hartanovich, Shih Chen Huang, Western University
We.P32.B-26: DEEP LEARNING-BASED PULMONARY EMBOLISM IDENTIFICATION USING NON-CONTRAST CT IMAGES
Yi-Chieh Hsu, National Cheng Kung University; Yu-Sheng Lin, Chang Gung Memorial Hospital, Chiayi; Shyh-Hau Wang, National Cheng Kung University
We.P32.B-27: TOWARD QUANTITATIVE WOUND ASSESSMENT FROM MULTI-VIEW IMAGES: 3D POINT CLOUD RECONSTRUCTION AND SEGMENTATION
Wei-Lin Liu, National Cheng Kung University; Shin-Chen Pan, National Cheng Kung University Hospital; Shyh-Hau Wang, National Cheng Kung University
We.P32.B-28: Trustworthy Medical VQA Beyond Accuracy
Ojonugwa Oluwafemi Ejiga Peter, Dapiriye Briggs, Raisa Nusrat, Mahmudur Rahman, Morgan State University
Resources
No resources available.