Hiroyuki Abe

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 21

Top Topics

Machine Learning

Image Classification

Operating Point

Top Venues

Medical Imaging: Image Perception, Observer Performance, and Technology Assessment

Medical Imaging: Computer-Aided Diagnosis

Publications

Xiaoqing Liu, Kengo Araki, Shota Harada, Akihiko Yoshizawa, Kazuhiro Terada, Mariyo Kurata, Naoki Nakajima, Hiroyuki Abe, Tetsuo Ushiku, Ryoma Bise
Cluster Entropy: Active Domain Adaptation in Pathological Image Segmentation. CoRR (2023)
Akira Imakura, Tetsuya Sakurai, Yukihiko Okada, Tomoya Fujii, Teppei Sakamoto, Hiroyuki Abe
Non-readily identifiable data collaboration analysis for multiple datasets including personal information. Inf. Fusion 98 (2023)
Shota Harada, Ryoma Bise, Kengo Araki, Akihiko Yoshizawa, Kazuhiro Terada, Mariyo Rokutan-Kurata, Naoki Nakajima, Hiroyuki Abe, Tetsuo Ushiku, Seiichi Uchida
Cluster-Guided Semi-Supervised Domain Adaptation for Imbalanced Medical Image Classification. CoRR (2023)
Shusuke Takahama, Yusuke Kurose, Yusuke Mukuta, Hiroyuki Abe, Akihiko Yoshizawa, Tetsuo Ushiku, Masashi Fukayama, Masanobu Kitagawa, Masaru Kitsuregawa, Tatsuya Harada
Domain Adaptive Multiple Instance Learning for Instance-level Prediction of Pathological Images. CoRR (2023)
Shusuke Takahama, Yusuke Kurose, Yusuke Mukuta, Hiroyuki Abe, Akihiko Yoshizawa, Tetsuo Ushiku, Masashi Fukayama, Masanobu Kitagawa, Masaru Kitsuregawa, Tatsuya Harada
Domain Adaptive Multiple Instance Learning for Instance-Level Prediction of Pathological Images. ISBI (2023)
Shota Harada, Ryoma Bise, Kengo Araki, Akihiko Yoshizawa, Kazuhiro Terada, Mariyo Kurata, Naoki Nakajima, Hiroyuki Abe, Tetsuo Ushiku, Seiichi Uchida
Cluster-Guided Semi-Supervised Domain Adaptation for Imbalanced Medical Image Classification. ISBI (2023)
Xiaoqing Liu, Kengo Araki, Shota Harada, Akihiko Yoshizawa, Kazuhiro Terada, Mariyo Kurata, Naoki Nakajima, Hiroyuki Abe, Tetsuo Ushiku, Ryoma Bise
Cluster Entropy: Active Domain Adaptation in Pathological Image Segmentation. ISBI (2023)
Anna Bogdanova, Akira Imakura, Tetsuya Sakurai, Tomoya Fujii, Teppei Sakamoto, Hiroyuki Abe
Achieving Transparency in Distributed Machine Learning with Explainable Data Collaboration. CoRR (2022)
Akira Imakura, Tetsuya Sakurai, Yukihiko Okada, Tomoya Fujii, Teppei Sakamoto, Hiroyuki Abe
Non-readily identifiable data collaboration analysis for multiple datasets including personal information. CoRR (2022)
Heather M. Whitney, Karen Drukker, Hiroyuki Abe, Maryellen L. Giger
Case-based repeatability and operating point variability of AI: breast lesion classification based on deep transfer learning. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2022)
Alan Penn, Milica Medved, Hiroyuki Abe, Vandana Dialani, Gregory S. Karczmar, David Brousseau
Safely reducing unnecessary benign breast biopsies by applying non-mass and DWI directional variance filters to ADC thresholding. BMC Medical Imaging 22 (1) (2022)
Taichi Yamada, Hiroyuki Abe, Kuniaki Kawabata
Development of Testing Method Considering Tasks with Remotely Controlled Robots in Fukushima Daiichi Nuclear Power Station. ISR (2021)
Michelle de Oliveira, Karen Drukker, Michael Vieceli, Hiroyuki Abe, Maryellen L. Giger, Heather M. Whitney
Comparison of diagnostic performances, case-based repeatability, and operating sensitivity and specificity in classification of breast lesions using DCE-MRI. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2021)
Paul Amstutz, Karen Drukker, Hui Li, Hiroyuki Abe, Maryellen L. Giger, Heather M. Whitney
Case-based diagnostic classification repeatability using radiomic features extracted from full-field digital mammography images of breast lesions. Medical Imaging: Computer-Aided Diagnosis (2021)
Alan I. Penn, Milica Medved, Vandana Dialani, Etta D. Pisano, Elodia B. Cole, David Brousseau, Gregory S. Karczmar, Guimin Gao, Barry D. Reich, Hiroyuki Abe
Discrimination of benign from malignant breast lesions in dense breasts with model-based analysis of regions-of-interest using directional diffusion-weighted images. BMC Medical Imaging 20 (1) (2020)
Amy Van Dusen, Michael Vieceli, Karen Drukker, Hiroyuki Abe, Maryellen L. Giger, Heather M. Whitney
Repeatability profiles towards consistent sensitivity and specificity levels for machine learning on breast DCE-MRI. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2020)
Michael Vieceli, Amy Van Dusen, Karen Drukker, Hiroyuki Abe, Maryellen L. Giger, Heather M. Whitney
Case-based repeatability of machine learning classification performance on breast MRI. Medical Imaging: Computer-Aided Diagnosis (2020)
Shusuke Takahama, Yusuke Kurose, Yusuke Mukuta, Hiroyuki Abe, Masashi Fukayama, Akihiko Yoshizawa, Masanobu Kitagawa, Tatsuya Harada
Multi-Stage Pathological Image Classification using Semantic Segmentation. CoRR (2019)
Shusuke Takahama, Yusuke Kurose, Yusuke Mukuta, Hiroyuki Abe, Masashi Fukayama, Akihiko Yoshizawa, Masanobu Kitagawa, Tatsuya Harada
Multi-Stage Pathological Image Classification Using Semantic Segmentation. ICCV (2019)
Hiroyuki Abe, Masafumi Matsuhara, Goutam Chakraborty, Hiroshi Mabuchi
Topic-Aware Automatic Snippet Generation for Resolving Multiple Meaning on Web Search Result. iCAST (2018)
Karen Drukker, Rachel Anderson, Alexandra Edwards, John Papaioannou, Fred Pineda, Hiroyuki Abe, Gregory Karzcmar, Maryellen L. Giger
Radiomics for ultrafast dynamic contrast-enhanced breast MRI in the diagnosis of breast cancer: a pilot study. Medical Imaging: Computer-Aided Diagnosis (2018)
Fumiki Tanaka, Hiroyuki Abe, Shinji Igari, Masahiko Onosato
Integrated Information Model for Design, Machining, and Measuring Using Annotated Features. Int. J. Autom. Technol. 8 (3) (2014)
Maryellen L. Giger, Hui Li, Li Lan, Hiroyuki Abe, Gillian Newstead
Quantitative MRI Phenotyping of Breast Cancer across Molecular Classification Subtypes. Digital Mammography / IWDM (2014)
Merlijn Sevenster, Yuechen Qian, Hiroyuki Abe, Johannes Buurman
Cross-Sectional Relatedness Between Sentences in Breast Radiology Reports: Development of an SVM Classifier and Evaluation Against Annotations of Five Breast Radiologists. J. Digit. Imaging 26 (5) (2013)
Karen Drukker, Maryellen L. Giger, Lina Arbash Meinel, Adam Starkey, Jyothi Janardanan, Hiroyuki Abe
Quantitative ultrasound image analysis of axillary lymph node status in breast cancer patients. Int. J. Comput. Assist. Radiol. Surg. 8 (6) (2013)
Björn Eiben, Lianghao Han, John H. Hipwell, Thomy Mertzanidou, Sven Kabus, Thomas Bülow, Cristian Lorenz, Gillian Newstead, Hiroyuki Abe, Mohammed Keshtgar, Sébastien Ourselin, David J. Hawkes
Biomechanically guided prone-to-supine image registration of breast MRI using an estimated reference state. ISBI (2013)
Ryohei Nakayama, Hiroyuki Abe, Junji Shiraishi, Kunio Doi
Evaluation of Objective Similarity Measures for Selecting Similar Images of Mammographic Lesions. J. Digit. Imaging 24 (1) (2011)
Lina Arbash Meinel, Hiroyuki Abe, Martin Bergtholdt, Jacob Ecanow, Robert A. Schmidt, Gillian Newstead
Multi-modality morphological correlation of axillary lymph nodes. Int. J. Comput. Assist. Radiol. Surg. 5 (4) (2010)
Junji Shiraishi, Hiroyuki Abe, Katsuhiro Ichikawa, Robert A. Schmidt, Kunio Doi
Observer Study for Evaluating Potential Utility of a Super-High-Resolution LCD in the Detection of Clustered Microcalcifications on Digital Mammograms. J. Digit. Imaging 23 (2) (2010)
Lina Arbash Meinel, Martin Bergtholdt, Hiroyuki Abe, D. Huo, Thomas Bülow, Ingwer Carlsen, Gillian Newstead
Multi-modality computer-aided diagnosis system for axillary lymph node (ALN) staging: segmentation of ALN on ultrasound images. Medical Imaging: Computer-Aided Diagnosis (2009)
Kenji Suzuki, Hiroyuki Abe, Heber MacMahon, Kunio Doi
Image-processing technique for suppressing ribs in chest radiographs by means of massive training artificial neural network (MTANN). IEEE Trans. Medical Imaging 25 (4) (2006)
Tomoyosi Akiba, Hiroyuki Abe
Exploiting passage retrieval for n-best rescoring of spoken questions. INTERSPEECH (2005)
Kenji Suzuki, Junji Shiraishi, Feng Li, Hiroyuki Abe, Heber MacMahon, Kunio Doi
Effect of massive training artificial neural networks for rib suppression on reduction of false positives in computerized detection of nodules on chest radiographs. Medical Imaging: Image Processing (2005)
Feng Li, Qiang Li, Masahito Aoyama, Junji Shiraishi, Hiroyuki Abe, Kenji Suzuki, Roger Engelmann, Shusuke Sone, Heber MacMahon, Kunio Doi
Usefulness of computerized scheme for differentiating benign from malignant lung nodules on high-resolution CT. CARS (2004)
Hidetaka Arimura, Qiang Li, Yukunori Korogi, Toshinori Hirai, Hiroyuki Abe, Yasuyuki Yamashita, Shigehiko Katsuragawa, Ryuji Ikeda, Kunio Doi
Development of CAD scheme for automated detection of intracranial aneurysms in magnetic resonance angiography. CARS (2004)
Kenji Suzuki, Hiroyuki Abe, Feng Li, Kunio Doi
Suppression of the contrast of ribs in chest radiographs by means of massive training artificial neural network. Medical Imaging: Image Processing (2004)
Junji Shiraishi, Hiroyuki Abe, Roger M. Engelmann, Kyongtae Ty Bae, Kunio Doi
Effect of the number of cases in image database on the performance of computer-aided diagnosis (CAD) for the detection of pulmonary nodules in chest radiographs. Medical Imaging: Image Processing (2003)