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Hiroyuki Abe
Publication Activity (10 Years)
Years Active: 2003-2023
Publications (10 Years): 17
Top Topics
Image Classification
Svm Classifier
Breast Cancer
Multiple Instance
Top Venues
CoRR
ISBI
BMC Medical Imaging
iCAST
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Publications
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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)
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)
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)
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)