Osamu Abe - RankMe

48 papers A* 1Misc 1Journal 40Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Classification of Interventional Radiology Reports into Technique Categories with a Fine-Tuned Large Language Model. J. Imaging Inform. Medicine Koichiro Yasaka, Takuto Nomura, Jun Kamohara, Hiroshi Hirakawa, Takatoshi Kubo, Shigeru Kiryu, Osamu Abe
2025	J	`jnl`	Fine-Tuned Large Language Model for Extracting Patients on Pretreatment for Lung Cancer from a Picture Archiving and Communication System Based on Radiological Reports. J. Imaging Inform. Medicine Koichiro Yasaka, Jun Kanzawa, Noriko Kanemaru, Saori Koshino, Osamu Abe
2025	J	`jnl`	ModernBERT is More Efficient than Conventional BERT for Chest CT Findings Classification in Japanese Radiology Reports. CoRR Yosuke Yamagishi, Tomohiro Kikuchi, Shouhei Hanaoka, Takeharu Yoshikawa, Osamu Abe
2025	—	`conf`	RadFig-VQA: A Multi-imaging-Modality Radiology Benchmark for Evaluating Vision-Language Models in Clinical Practice. Agentic AI/CREATE/Clinical MLLMs@MICCAI Yosuke Yamagishi, Shouhei Hanaoka, Yuta Nakamura, Tomohiro Kikuchi, Akinobu Shimizu, Takeharu Yoshikawa, Osamu Abe
2025	J	`jnl`	The Fine-Tuned Large Language Model for Extracting the Progressive Bone Metastasis from Unstructured Radiology Reports. J. Imaging Inform. Medicine Noriko Kanemaru, Koichiro Yasaka, Nana Fujita, Jun Kanzawa, Osamu Abe
2024	J	`jnl`	Detection of pulmonary nodules in chest radiographs: novel cost function for effective network training with purely synthesized datasets. Int. J. Comput. Assist. Radiol. Surg. Shouhei Hanaoka, Yukihiro Nomura, Takeharu Yoshikawa, Takahiro Nakao, Tomomi Takenaga, Hirotaka Matsuzaki, Nobutake Yamamichi, Osamu Abe
2024	J	`jnl`	Development of a Large-scale Dataset of Chest Computed Tomography Reports in Japanese and a High-performance Finding Classification Model. CoRR Yosuke Yamagishi, Yuta Nakamura, Tomohiro Kikuchi, Yuki Sonoda, Hiroshi Hirakawa, Shintaro Kano, Satoshi Nakamura, Shouhei Hanaoka, Takeharu Yoshikawa, Osamu Abe
2024	J	`jnl`	Effects of Intravenous Infusion of Iodine Contrast Media on the Tracheal Diameter and Lung Volume Measured with Deep Learning-Based Algorithm. J. Imaging Inform. Medicine Koichiro Yasaka, Hiroyuki Saigusa, Osamu Abe
2024	J	`jnl`	Improved identification of tumors in 18F-FDG-PET examination by normalizing the standard uptake in the liver based on blood test data. Int. J. Comput. Assist. Radiol. Surg. Md. Ashraful Alam, Shouhei Hanaoka, Yukihiro Nomura, Tomohiro Kikuchi, Takahiro Nakao, Tomomi Takenaga, Naoto Hayashi, Takeharu Yoshikawa, Osamu Abe
2024	J	`jnl`	Iterative Motion Correction Technique with Deep Learning Reconstruction for Brain MRI: A Volunteer and Patient Study. J. Imaging Inform. Medicine Koichiro Yasaka, Hiroyuki Akai, Shimpei Kato, Taku Tajima, Naoki Yoshioka, Toshihiro Furuta, Hajime Kageyama, Yui Toda, Masaaki Akahane, Kuni Ohtomo, Osamu Abe, Shigeru Kiryu
2024	J	`jnl`	Performance changes due to differences among annotating radiologists for training data in computerized lesion detection. Int. J. Comput. Assist. Radiol. Surg. Yukihiro Nomura, Shouhei Hanaoka, Naoto Hayashi, Takeharu Yoshikawa, Saori Koshino, Chiaki Sato, Momoko Tatsuta, Yuya Tanaka, Shintaro Kano, Moto Nakaya, Shohei Inui, Masashi Kusakabe, Takahiro Nakao, Soichiro Miki, Takeyuki Watadani, Ryusuke Nakaoka, Akinobu Shimizu, Osamu Abe
2024	—	`conf`	Super-Efficient Lung Nodule Classification Using Massive-Training Artificial Neural Network (MTANN) Compact Model on LIDC-IDRI Database. IVSP Shogo Kodera, Wahyu Rahmaniar, Hiroko Oshibe, Ze Jin, Takeyuki Watadani, Osamu Abe, Kenji Suzuki
2024	J	`jnl`	Super-resolution Deep Learning Reconstruction Cervical Spine 1.5T MRI: Improved Interobserver Agreement in Evaluations of Neuroforaminal Stenosis Compared to Conventional Deep Learning Reconstruction. J. Imaging Inform. Medicine Koichiro Yasaka, Shunichi Uehara, Shimpei Kato, Yusuke Watanabe, Taku Tajima, Hiroyuki Akai, Naoki Yoshioka, Masaaki Akahane, Kuni Ohtomo, Osamu Abe, Shigeru Kiryu
2024	J	`jnl`	Zero-shot 3D Segmentation of Abdominal Organs in CT Scans Using Segment Anything Model 2: Adapting Video Tracking Capabilities for 3D Medical Imaging. CoRR Yosuke Yamagishi, Shouhei Hanaoka, Tomohiro Kikuchi, Takahiro Nakao, Yuta Nakamura, Yukihiro Nomura, Soichiro Miki, Takeharu Yoshikawa, Osamu Abe
2023	J	`jnl`	Acceleration of knee magnetic resonance imaging using a combination of compressed sensing and commercially available deep learning reconstruction: a preliminary study. BMC Medical Imaging Hiroyuki Akai, Koichiro Yasaka, Haruto Sugawara, Taku Tajima, Masaru Kamitani, Toshihiro Furuta, Masaaki Akahane, Naoki Yoshioka, Kuni Ohtomo, Osamu Abe, Shigeru Kiryu
2022	J	`jnl`	Aging prediction using deep generative model toward the development of preventive medicine. CoRR Hisaichi Shibata, Shouhei Hanaoka, Yukihiro Nomura, Naoto Hayashi, Osamu Abe
2022	J	`jnl`	Local Differential Privacy Image Generation Using Flow-based Deep Generative Models. CoRR Hisaichi Shibata, Shouhei Hanaoka, Yang Cao, Masatoshi Yoshikawa, Tomomi Takenaga, Yukihiro Nomura, Naoto Hayashi, Osamu Abe
2022	J	`jnl`	Reliability and sensitivity to altered hemodynamics measured with resting-state fMRI metrics: Comparison with NeuroImage Shiori Amemiya, Hidemasa Takao, Yusuke Watanabe, Satoru Miyawaki, Satoshi Koizumi, Nobuhito Saito, Osamu Abe
2022	J	`jnl`	Rigid real-time prospective motion-corrected three-dimensional multiparametric mapping of the human brain. NeuroImage Shohei Fujita, Akifumi Hagiwara, Naoyuki Takei, Issei Fukunaga, Yasuhiro Hagiwara, Takashi Ogawa, Taku Hatano, Dan Rettmann, Suchandrima Banerjee, Ken-Pin Hwang, Shiori Amemiya, Koji Kamagata, Nobutaka Hattori, Osamu Abe, Shigeki Aoki
2021	J	`jnl`	Adenocarcinoma in situ and minimally invasive adenocarcinoma in lungs of smokers: image feature differences from those in lungs of non-smokers. BMC Medical Imaging Haruto Sugawara, Hirokazu Watanabe, Akira Kunimatsu, Osamu Abe, Shun-ichi Watanabe, Yasushi Yatabe, Masahiko Kusumoto
2021	J	`jnl`	Automatic detection of actionable radiology reports using bidirectional encoder representations from transformers. BMC Medical Informatics Decis. Mak. Yuta Nakamura, Shouhei Hanaoka, Yukihiro Nomura, Takahiro Nakao, Soichiro Miki, Takeyuki Watadani, Takeharu Yoshikawa, Naoto Hayashi, Osamu Abe
2021	—	`conf`	Clinical Comparable Corpus Describing the Same Subjects with Different Expressions. MedInfo Yuta Nakamura, Shouhei Hanaoka, Yukihiro Nomura, Naoto Hayashi, Osamu Abe, Shunrato Yada, Shoko Wakamiya, Eiji Aramaki
2021	J	`jnl`	Cross-scanner reproducibility and harmonization of a diffusion MRI structural brain network: A traveling subject study of multi-b acquisition. NeuroImage Ryo Kurokawa, Kouhei Kamiya, Shinsuke Koike, Moto Nakaya, Akiko Uematsu, Saori C. Tanaka, Koji Kamagata, Naohiro Okada, Kentaro Morita, Kiyoto Kasai, Osamu Abe
2021	—	`conf`	Extremely imbalanced subarachnoid hemorrhage detection based on DenseNet-LSTM network with class-balanced loss and transfer learning. Computer-Aided Diagnosis Zhongyang Lu, Masahiro Oda, Yuichiro Hayashi, Tao Hu, Hayato Itoh, Takeyuki Watadani, Osamu Abe, Masahiro Hashimoto, Masahiro Jinzaki, Kensaku Mori
2021	J	`jnl`	KART: Privacy Leakage Framework of Language Models Pre-trained with Clinical Records. CoRR Yuta Nakamura, Shouhei Hanaoka, Yukihiro Nomura, Naoto Hayashi, Osamu Abe, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
2021	J	`jnl`	Multichannel three-dimensional fully convolutional residual network-based focal liver lesion detection and classification in Gd-EOB-DTPA-enhanced MRI. Int. J. Comput. Assist. Radiol. Surg. Tomomi Takenaga, Shouhei Hanaoka, Yukihiro Nomura, Takahiro Nakao, Hisaichi Shibata, Soichiro Miki, Takeharu Yoshikawa, Naoto Hayashi, Osamu Abe
2021	J	`jnl`	Preliminary study of generalized semiautomatic segmentation for 3D voxel labeling of lesions based on deep learning. Int. J. Comput. Assist. Radiol. Surg. Yukihiro Nomura, Shouhei Hanaoka, Tomomi Takenaga, Takahiro Nakao, Hisaichi Shibata, Soichiro Miki, Takeharu Yoshikawa, Takeyuki Watadani, Naoto Hayashi, Osamu Abe
2021	J	`jnl`	Unsupervised Deep Anomaly Detection in Chest Radiographs. J. Digit. Imaging Takahiro Nakao, Shouhei Hanaoka, Yukihiro Nomura, Masaki Murata, Tomomi Takenaga, Soichiro Miki, Takeyuki Watadani, Takeharu Yoshikawa, Naoto Hayashi, Osamu Abe
2021	J	`jnl`	Versatile anomaly detection method for medical images with semi-supervised flow-based generative models. Int. J. Comput. Assist. Radiol. Surg. Hisaichi Shibata, Shouhei Hanaoka, Yukihiro Nomura, Takahiro Nakao, Issei Sato, Daisuke Sato, Naoto Hayashi, Osamu Abe
2021	J	`jnl`	X2CT-FLOW: Reconstruction of multiple volumetric chest computed tomography images with different likelihoods from a uni- or biplanar chest X-ray image using a flow-based generative model. CoRR Hisaichi Shibata, Shouhei Hanaoka, Yukihiro Nomura, Takahiro Nakao, Tomomi Takenaga, Naoto Hayashi, Osamu Abe
2020	J	`jnl`	Anomaly detection in chest radiographs with a weakly supervised flow-based deep learning method. CoRR Hisaichi Shibata, Shouhei Hanaoka, Yukihiro Nomura, Takahiro Nakao, Issei Sato, Naoto Hayashi, Osamu Abe
2020	J	`jnl`	Development of training environment for deep learning with medical images on supercomputer system based on asynchronous parallel Bayesian optimization. J. Supercomput. Yukihiro Nomura, Issei Sato, Toshihiro Hanawa, Shouhei Hanaoka, Takahiro Nakao, Tomomi Takenaga, Tetsuya Hoshino, Yuji Sekiya, Soichiro Miki, Takeharu Yoshikawa, Naoto Hayashi, Osamu Abe
2020	J	`jnl`	Novel platform for development, training, and validation of computer-assisted detection/diagnosis software. Int. J. Comput. Assist. Radiol. Surg. Yukihiro Nomura, Soichiro Miki, Naoto Hayashi, Shouhei Hanaoka, Issei Sato, Takeharu Yoshikawa, Yoshitaka Masutani, Osamu Abe
2020	J	`jnl`	On the Matrix-Free Generation of Adversarial Perturbations for Black-Box Attacks. CoRR Hisaichi Shibata, Shouhei Hanaoka, Yukihiro Nomura, Naoto Hayashi, Osamu Abe
2019	J	`jnl`	Four-dimensional fully convolutional residual network-based liver segmentation in Gd-EOB-DTPA-enhanced MRI. Int. J. Comput. Assist. Radiol. Surg. Tomomi Takenaga, Shouhei Hanaoka, Yukihiro Nomura, Mitsutaka Nemoto, Masaki Murata, Takahiro Nakao, Soichiro Miki, Takeharu Yoshikawa, Naoto Hayashi, Osamu Abe
2019	J	`jnl`	HoTPiG: a novel graph-based 3-D image feature set and its applications to computer-assisted detection of cerebral aneurysms and lung nodules. Int. J. Comput. Assist. Radiol. Surg. Shouhei Hanaoka, Yukihiro Nomura, Tomomi Takenaga, Masaki Murata, Takahiro Nakao, Soichiro Miki, Takeharu Yoshikawa, Naoto Hayashi, Osamu Abe, Akinobu Shimizu
2018	—	`conf`	A primitive study on unsupervised anomaly detection with an autoencoder in emergency head CT volumes. Computer-Aided Diagnosis Daisuke Sato, Shouhei Hanaoka, Yukihiro Nomura, Tomomi Takenaga, Soichiro Miki, Takeharu Yoshikawa, Naoto Hayashi, Osamu Abe
2018	A*	`conf`	Managing Computer-Assisted Detection System Based on Transfer Learning with Negative Transfer Inhibition. KDD Issei Sato, Yukihiro Nomura, Shouhei Hanaoka, Soichiro Miki, Naoto Hayashi, Osamu Abe, Yoshitaka Masutani
2014	J	`jnl`	Changes in cerebro-cerebellar interaction during response inhibition after performance improvement. NeuroImage Satoshi Hirose, Koji Jimura, Akira Kunimatsu, Osamu Abe, Kuni Ohtomo, Yasushi Miyashita, Seiki Konishi
2012	J	`jnl`	Flow Analysis in Pipe of a Manifold Block. Int. J. Autom. Technol. Osamu Abe, Tetsuhiro Tsukiji, Takeshi Hara, Kazutoshi Yasunaga
2012	J	`jnl`	Repeatability of Measured Brain Volume by Atlas-Based Method Using T1-Weighted Image. J. Digit. Imaging Masami Goto, Tosiaki Miyati, Osamu Abe, Hidemasa Takao, Tomomi Kurosu, Naoto Hayashi, Shigeki Aoki, Harushi Mori, Akira Kunimatsu, Kenji Ino, Keiichi Yano, Kuni Ohtomo
2010	J	`jnl`	Differential temporo-parietal cortical networks that support relational and item-based recency judgments. NeuroImage Hiroko M. Kimura, Satoshi Hirose, Akira Kunimatsu, Junichi Chikazoe, Koji Jimura, Takamitsu Watanabe, Osamu Abe, Kuni Ohtomo, Yasushi Miyashita, Seiki Konishi
2009	J	`jnl`	Structural and diffusional brain abnormality related to relatively low level alcohol consumption. NeuroImage Hiroki Sasaki, Osamu Abe, Hidenori Yamasue, Rin Fukuda, Haruyasu Yamada, Kunio Takei, Motomu Suga, Hidemasa Takao, Kiyoto Kasai, Shigeki Aoki, Kuni Ohtomo
2006	—	`conf`	Model-based tractography based on statistical atlas of MR-DTI. ISBI Yoshitaka Masutani, Shigeki Aoki, Osamu Abe, Kuni Ohtomo
2005	J	`jnl`	Association between lower P300 amplitude and smaller anterior cingulate cortex volume in patients with posttraumatic stress disorder: a study of victims of Tokyo subway sarin attack. NeuroImage Tsuyoshi Araki, Kiyoto Kasai, Hidenori Yamasue, Nobumasa Kato, Noriko Kudo, Toshiyuki Ohtani, Kazuyuki Nakagome, Kenji Kirihara, Haruyasu Yamada, Osamu Abe, Akira Iwanami
2005	Misc	`conf`	Building Statistical Atlas of White Matter Fiber Tract Based on Vector/Tensor Field Reconstruction in Diffusion Tensor MRI. ISVC Yoshitaka Masutani, Shigeki Aoki, Osamu Abe, Mariko Yoshida, Haruyasu Yamada, Harushi Mori, Kenji Ino, Kuni Ohtomo
2004	J	`jnl`	Abnormal association between reduced magnetic mismatch field to speech sounds and smaller left planum temporale volume in schizophrenia. NeuroImage Hidenori Yamasue, Haruyasu Yamada, Masato Yumoto, Satoru Kamio, Noriko Kudo, Miki Uetsuki, Osamu Abe, Rin Fukuda, Shigeki Aoki, Kuni Ohtomo, Akira Iwanami, Nobumasa Kato, Kiyoto Kasai
1986	J	`jnl`	Directed Graph Representations of Association Structures: A Systematic Approach. IEEE Trans. Syst. Man Cybern. Sadaaki Miyamoto, Ko Oi, Osamu Abe, Atsuo Katsuya, Kazuhiko Nakayama