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Pediatric tumors of the central nervous system are the most common cause of cancer-related death in children. The five-year survival rate for high-grade gliomas in children is less than 20\%. Due to their rarity, the diagnosis of these…
图像与视频处理 · 电气工程与系统科学
2024-05-24
Anahita Fathi Kazerooni , Nastaran Khalili , Xinyang Liu , Debanjan Haldar , Zhifan Jiang , Syed Muhammed Anwar , Jake Albrecht , Maruf Adewole , Udunna Anazodo , Hannah Anderson , Sina Bagheri , Ujjwal Baid , Timothy Bergquist , Austin J. Borja , Evan Calabrese , Verena Chung , Gian-Marco Conte , Farouk Dako , James Eddy , Ivan Ezhov , Ariana Familiar , Keyvan Farahani , Shuvanjan Haldar , Juan Eugenio Iglesias , Anastasia Janas , Elaine Johansen , Blaise V Jones , Florian Kofler , Dominic LaBella , Hollie Anne Lai , Koen Van Leemput , Hongwei Bran Li , Nazanin Maleki , Aaron S McAllister , Zeke Meier , Bjoern Menze , Ahmed W Moawad , Khanak K Nandolia , Julija Pavaine , Marie Piraud , Tina Poussaint , Sanjay P Prabhu , Zachary Reitman , Andres Rodriguez , Jeffrey D Rudie , Mariana Sanchez-Montano , Ibraheem Salman Shaikh , Lubdha M. Shah , Nakul Sheth , Russel Taki Shinohara , Wenxin Tu , Karthik Viswanathan , Chunhao Wang , Jeffrey B Ware , Benedikt Wiestler , Walter Wiggins , Anna Zapaishchykova , Mariam Aboian , Miriam Bornhorst , Peter de Blank , Michelle Deutsch , Maryam Fouladi , Lindsey Hoffman , Benjamin Kann , Margot Lazow , Leonie Mikael , Ali Nabavizadeh , Roger Packer , Adam Resnick , Brian Rood , Arastoo Vossough , Spyridon Bakas , Marius George Linguraru
Gliomas are the most common malignant primary brain tumors in adults and one of the deadliest types of cancer. There are many challenges in treatment and monitoring due to the genetic diversity and high intrinsic heterogeneity in…
计算机视觉与模式识别 · 计算机科学
2024-05-29
Maria Correia de Verdier , Rachit Saluja , Louis Gagnon , Dominic LaBella , Ujjwall Baid , Nourel Hoda Tahon , Martha Foltyn-Dumitru , Jikai Zhang , Maram Alafif , Saif Baig , Ken Chang , Gennaro D'Anna , Lisa Deptula , Diviya Gupta , Muhammad Ammar Haider , Ali Hussain , Michael Iv , Marinos Kontzialis , Paul Manning , Farzan Moodi , Teresa Nunes , Aaron Simon , Nico Sollmann , David Vu , Maruf Adewole , Jake Albrecht , Udunna Anazodo , Rongrong Chai , Verena Chung , Shahriar Faghani , Keyvan Farahani , Anahita Fathi Kazerooni , Eugenio Iglesias , Florian Kofler , Hongwei Li , Marius George Linguraru , Bjoern Menze , Ahmed W. Moawad , Yury Velichko , Benedikt Wiestler , Talissa Altes , Patil Basavasagar , Martin Bendszus , Gianluca Brugnara , Jaeyoung Cho , Yaseen Dhemesh , Brandon K. K. Fields , Filip Garrett , Jaime Gass , Lubomir Hadjiiski , Jona Hattangadi-Gluth , Christopher Hess , Jessica L. Houk , Edvin Isufi , Lester J. Layfield , George Mastorakos , John Mongan , Pierre Nedelec , Uyen Nguyen , Sebastian Oliva , Matthew W. Pease , Aditya Rastogi , Jason Sinclair , Robert X. Smith , Leo P. Sugrue , Jonathan Thacker , Igor Vidic , Javier Villanueva-Meyer , Nathan S. White , Mariam Aboian , Gian Marco Conte , Anders Dale , Mert R. Sabuncu , Tyler M. Seibert , Brent Weinberg , Aly Abayazeed , Raymond Huang , Sevcan Turk , Andreas M. Rauschecker , Nikdokht Farid , Philipp Vollmuth , Ayman Nada , Spyridon Bakas , Evan Calabrese , Jeffrey D. Rudie
Gliomas are the most common primary brain malignancies, with different degrees of aggressiveness, variable prognosis and various heterogeneous histologic sub-regions, i.e., peritumoral edematous/invaded tissue, necrotic core, active and…
计算机视觉与模式识别 · 计算机科学
2019-04-24
Spyridon Bakas , Mauricio Reyes , Andras Jakab , Stefan Bauer , Markus Rempfler , Alessandro Crimi , Russell Takeshi Shinohara , Christoph Berger , Sung Min Ha , Martin Rozycki , Marcel Prastawa , Esther Alberts , Jana Lipkova , John Freymann , Justin Kirby , Michel Bilello , Hassan Fathallah-Shaykh , Roland Wiest , Jan Kirschke , Benedikt Wiestler , Rivka Colen , Aikaterini Kotrotsou , Pamela Lamontagne , Daniel Marcus , Mikhail Milchenko , Arash Nazeri , Marc-Andre Weber , Abhishek Mahajan , Ujjwal Baid , Elizabeth Gerstner , Dongjin Kwon , Gagan Acharya , Manu Agarwal , Mahbubul Alam , Alberto Albiol , Antonio Albiol , Francisco J. Albiol , Varghese Alex , Nigel Allinson , Pedro H. A. Amorim , Abhijit Amrutkar , Ganesh Anand , Simon Andermatt , Tal Arbel , Pablo Arbelaez , Aaron Avery , Muneeza Azmat , Pranjal B. , W Bai , Subhashis Banerjee , Bill Barth , Thomas Batchelder , Kayhan Batmanghelich , Enzo Battistella , Andrew Beers , Mikhail Belyaev , Martin Bendszus , Eze Benson , Jose Bernal , Halandur Nagaraja Bharath , George Biros , Sotirios Bisdas , James Brown , Mariano Cabezas , Shilei Cao , Jorge M. Cardoso , Eric N Carver , Adrià Casamitjana , Laura Silvana Castillo , Marcel Catà , Philippe Cattin , Albert Cerigues , Vinicius S. Chagas , Siddhartha Chandra , Yi-Ju Chang , Shiyu Chang , Ken Chang , Joseph Chazalon , Shengcong Chen , Wei Chen , Jefferson W Chen , Zhaolin Chen , Kun Cheng , Ahana Roy Choudhury , Roger Chylla , Albert Clérigues , Steven Colleman , Ramiro German Rodriguez Colmeiro , Marc Combalia , Anthony Costa , Xiaomeng Cui , Zhenzhen Dai , Lutao Dai , Laura Alexandra Daza , Eric Deutsch , Changxing Ding , Chao Dong , Shidu Dong , Wojciech Dudzik , Zach Eaton-Rosen , Gary Egan , Guilherme Escudero , Théo Estienne , Richard Everson , Jonathan Fabrizio , Yong Fan , Longwei Fang , Xue Feng , Enzo Ferrante , Lucas Fidon , Martin Fischer , Andrew P. French , Naomi Fridman , Huan Fu , David Fuentes , Yaozong Gao , Evan Gates , David Gering , Amir Gholami , Willi Gierke , Ben Glocker , Mingming Gong , Sandra González-Villá , T. Grosges , Yuanfang Guan , Sheng Guo , Sudeep Gupta , Woo-Sup Han , Il Song Han , Konstantin Harmuth , Huiguang He , Aura Hernández-Sabaté , Evelyn Herrmann , Naveen Himthani , Winston Hsu , Cheyu Hsu , Xiaojun Hu , Xiaobin Hu , Yan Hu , Yifan Hu , Rui Hua , Teng-Yi Huang , Weilin Huang , Sabine Van Huffel , Quan Huo , Vivek HV , Khan M. Iftekharuddin , Fabian Isensee , Mobarakol Islam , Aaron S. Jackson , Sachin R. Jambawalikar , Andrew Jesson , Weijian Jian , Peter Jin , V Jeya Maria Jose , Alain Jungo , B Kainz , Konstantinos Kamnitsas , Po-Yu Kao , Ayush Karnawat , Thomas Kellermeier , Adel Kermi , Kurt Keutzer , Mohamed Tarek Khadir , Mahendra Khened , Philipp Kickingereder , Geena Kim , Nik King , Haley Knapp , Urspeter Knecht , Lisa Kohli , Deren Kong , Xiangmao Kong , Simon Koppers , Avinash Kori , Ganapathy Krishnamurthi , Egor Krivov , Piyush Kumar , Kaisar Kushibar , Dmitrii Lachinov , Tryphon Lambrou , Joon Lee , Chengen Lee , Yuehchou Lee , M Lee , Szidonia Lefkovits , Laszlo Lefkovits , James Levitt , Tengfei Li , Hongwei Li , Wenqi Li , Hongyang Li , Xiaochuan Li , Yuexiang Li , Heng Li , Zhenye Li , Xiaoyu Li , Zeju Li , XiaoGang Li , Wenqi Li , Zheng-Shen Lin , Fengming Lin , Pietro Lio , Chang Liu , Boqiang Liu , Xiang Liu , Mingyuan Liu , Ju Liu , Luyan Liu , Xavier Llado , Marc Moreno Lopez , Pablo Ribalta Lorenzo , Zhentai Lu , Lin Luo , Zhigang Luo , Jun Ma , Kai Ma , Thomas Mackie , Anant Madabushi , Issam Mahmoudi , Klaus H. Maier-Hein , Pradipta Maji , CP Mammen , Andreas Mang , B. S. Manjunath , Michal Marcinkiewicz , S McDonagh , Stephen McKenna , Richard McKinley , Miriam Mehl , Sachin Mehta , Raghav Mehta , Raphael Meier , Christoph Meinel , Dorit Merhof , Craig Meyer , Robert Miller , Sushmita Mitra , Aliasgar Moiyadi , David Molina-Garcia , Miguel A. B. Monteiro , Grzegorz Mrukwa , Andriy Myronenko , Jakub Nalepa , Thuyen Ngo , Dong Nie , Holly Ning , Chen Niu , Nicholas K Nuechterlein , Eric Oermann , Arlindo Oliveira , Diego D. C. Oliveira , Arnau Oliver , Alexander F. I. Osman , Yu-Nian Ou , Sebastien Ourselin , Nikos Paragios , Moo Sung Park , Brad Paschke , J. Gregory Pauloski , Kamlesh Pawar , Nick Pawlowski , Linmin Pei , Suting Peng , Silvio M. Pereira , Julian Perez-Beteta , Victor M. Perez-Garcia , Simon Pezold , Bao Pham , Ashish Phophalia , Gemma Piella , G. N. Pillai , Marie Piraud , Maxim Pisov , Anmol Popli , Michael P. Pound , Reza Pourreza , Prateek Prasanna , Vesna Prkovska , Tony P. Pridmore , Santi Puch , Élodie Puybareau , Buyue Qian , Xu Qiao , Martin Rajchl , Swapnil Rane , Michael Rebsamen , Hongliang Ren , Xuhua Ren , Karthik Revanuru , Mina Rezaei , Oliver Rippel , Luis Carlos Rivera , Charlotte Robert , Bruce Rosen , Daniel Rueckert , Mohammed Safwan , Mostafa Salem , Joaquim Salvi , Irina Sanchez , Irina Sánchez , Heitor M. Santos , Emmett Sartor , Dawid Schellingerhout , Klaudius Scheufele , Matthew R. Scott , Artur A. Scussel , Sara Sedlar , Juan Pablo Serrano-Rubio , N. Jon Shah , Nameetha Shah , Mazhar Shaikh , B. Uma Shankar , Zeina Shboul , Haipeng Shen , Dinggang Shen , Linlin Shen , Haocheng Shen , Varun Shenoy , Feng Shi , Hyung Eun Shin , Hai Shu , Diana Sima , M Sinclair , Orjan Smedby , James M. Snyder , Mohammadreza Soltaninejad , Guidong Song , Mehul Soni , Jean Stawiaski , Shashank Subramanian , Li Sun , Roger Sun , Jiawei Sun , Kay Sun , Yu Sun , Guoxia Sun , Shuang Sun , Yannick R Suter , Laszlo Szilagyi , Sanjay Talbar , Dacheng Tao , Dacheng Tao , Zhongzhao Teng , Siddhesh Thakur , Meenakshi H Thakur , Sameer Tharakan , Pallavi Tiwari , Guillaume Tochon , Tuan Tran , Yuhsiang M. Tsai , Kuan-Lun Tseng , Tran Anh Tuan , Vadim Turlapov , Nicholas Tustison , Maria Vakalopoulou , Sergi Valverde , Rami Vanguri , Evgeny Vasiliev , Jonathan Ventura , Luis Vera , Tom Vercauteren , C. A. Verrastro , Lasitha Vidyaratne , Veronica Vilaplana , Ajeet Vivekanandan , Guotai Wang , Qian Wang , Chiatse J. Wang , Weichung Wang , Duo Wang , Ruixuan Wang , Yuanyuan Wang , Chunliang Wang , Guotai Wang , Ning Wen , Xin Wen , Leon Weninger , Wolfgang Wick , Shaocheng Wu , Qiang Wu , Yihong Wu , Yong Xia , Yanwu Xu , Xiaowen Xu , Peiyuan Xu , Tsai-Ling Yang , Xiaoping Yang , Hao-Yu Yang , Junlin Yang , Haojin Yang , Guang Yang , Hongdou Yao , Xujiong Ye , Changchang Yin , Brett Young-Moxon , Jinhua Yu , Xiangyu Yue , Songtao Zhang , Angela Zhang , Kun Zhang , Xuejie Zhang , Lichi Zhang , Xiaoyue Zhang , Yazhuo Zhang , Lei Zhang , Jianguo Zhang , Xiang Zhang , Tianhao Zhang , Sicheng Zhao , Yu Zhao , Xiaomei Zhao , Liang Zhao , Yefeng Zheng , Liming Zhong , Chenhong Zhou , Xiaobing Zhou , Fan Zhou , Hongtu Zhu , Jin Zhu , Ying Zhuge , Weiwei Zong , Jayashree Kalpathy-Cramer , Keyvan Farahani , Christos Davatzikos , Koen van Leemput , Bjoern Menze
Meningiomas are the most common primary intracranial tumor in adults and can be associated with significant morbidity and mortality. Radiologists, neurosurgeons, neuro-oncologists, and radiation oncologists rely on multiparametric MRI…
计算机视觉与模式识别 · 计算机科学
2023-05-15
Dominic LaBella , Maruf Adewole , Michelle Alonso-Basanta , Talissa Altes , Syed Muhammad Anwar , Ujjwal Baid , Timothy Bergquist , Radhika Bhalerao , Sully Chen , Verena Chung , Gian-Marco Conte , Farouk Dako , James Eddy , Ivan Ezhov , Devon Godfrey , Fathi Hilal , Ariana Familiar , Keyvan Farahani , Juan Eugenio Iglesias , Zhifan Jiang , Elaine Johanson , Anahita Fathi Kazerooni , Collin Kent , John Kirkpatrick , Florian Kofler , Koen Van Leemput , Hongwei Bran Li , Xinyang Liu , Aria Mahtabfar , Shan McBurney-Lin , Ryan McLean , Zeke Meier , Ahmed W Moawad , John Mongan , Pierre Nedelec , Maxence Pajot , Marie Piraud , Arif Rashid , Zachary Reitman , Russell Takeshi Shinohara , Yury Velichko , Chunhao Wang , Pranav Warman , Walter Wiggins , Mariam Aboian , Jake Albrecht , Udunna Anazodo , Spyridon Bakas , Adam Flanders , Anastasia Janas , Goldey Khanna , Marius George Linguraru , Bjoern Menze , Ayman Nada , Andreas M Rauschecker , Jeff Rudie , Nourel Hoda Tahon , Javier Villanueva-Meyer , Benedikt Wiestler , Evan Calabrese
Glioblastomas are the most aggressive fast-growing primary brain cancer which originate in the glial cells of the brain. Accurate identification of the malignant brain tumor and its sub-regions is still one of the most challenging problems…
计算机视觉与模式识别 · 计算机科学
2021-12-28
Ramy A. Zeineldin , Mohamed E. Karar , Franziska Mathis-Ullrich , Oliver Burgert
Automatic segmentation is essential for the brain tumor diagnosis, disease prognosis, and follow-up therapy of patients with gliomas. Still, accurate detection of gliomas and their sub-regions in multimodal MRI is very challenging due to…
图像与视频处理 · 电气工程与系统科学
2022-12-20
Ramy A. Zeineldin , Mohamed E. Karar , Oliver Burgert , Franziska Mathis-Ullrich
High-quality reference standard image data creation by neuroradiology experts for automated clinical tools can be a powerful tool for neuroradiology & artificial intelligence education. We developed a multimodal educational approach for…
机器学习 · 计算机科学
2025-09-23
Raisa Amiruddin , Nikolay Y. Yordanov , Nazanin Maleki , Pascal Fehringer , Athanasios Gkampenis , Anastasia Janas , Kiril Krantchev , Ahmed Moawad , Fabian Umeh , Salma Abosabie , Sara Abosabie , Albara Alotaibi , Mohamed Ghonim , Mohanad Ghonim , Sedra Abou Ali Mhana , Nathan Page , Marko Jakovljevic , Yasaman Sharifi , Prisha Bhatia , Amirreza Manteghinejad , Melisa Guelen , Michael Veronesi , Virginia Hill , Tiffany So , Mark Krycia , Bojan Petrovic , Fatima Memon , Justin Cramer , Elizabeth Schrickel , Vilma Kosovic , Lorenna Vidal , Gerard Thompson , Ichiro Ikuta , Basimah Albalooshy , Ali Nabavizadeh , Nourel Hoda Tahon , Karuna Shekdar , Aashim Bhatia , Claudia Kirsch , Gennaro D'Anna , Philipp Lohmann , Amal Saleh Nour , Andriy Myronenko , Adam Goldman-Yassen , Janet R. Reid , Sanjay Aneja , Spyridon Bakas , Mariam Aboian
Gliomas are the most common type of primary brain tumors. Although gliomas are relatively rare, they are among the deadliest types of cancer, with a survival rate of less than 2 years after diagnosis. Gliomas are challenging to diagnose,…
图像与视频处理 · 电气工程与系统科学
2023-06-01
Maruf Adewole , Jeffrey D. Rudie , Anu Gbadamosi , Oluyemisi Toyobo , Confidence Raymond , Dong Zhang , Olubukola Omidiji , Rachel Akinola , Mohammad Abba Suwaid , Adaobi Emegoakor , Nancy Ojo , Kenneth Aguh , Chinasa Kalaiwo , Gabriel Babatunde , Afolabi Ogunleye , Yewande Gbadamosi , Kator Iorpagher , Evan Calabrese , Mariam Aboian , Marius Linguraru , Jake Albrecht , Benedikt Wiestler , Florian Kofler , Anastasia Janas , Dominic LaBella , Anahita Fathi Kzerooni , Hongwei Bran Li , Juan Eugenio Iglesias , Keyvan Farahani , James Eddy , Timothy Bergquist , Verena Chung , Russell Takeshi Shinohara , Walter Wiggins , Zachary Reitman , Chunhao Wang , Xinyang Liu , Zhifan Jiang , Ariana Familiar , Koen Van Leemput , Christina Bukas , Maire Piraud , Gian-Marco Conte , Elaine Johansson , Zeke Meier , Bjoern H Menze , Ujjwal Baid , Spyridon Bakas , Farouk Dako , Abiodun Fatade , Udunna C Anazodo
Automated segmentation proves to be a valuable tool in precisely detecting tumors within medical images. The accurate identification and segmentation of tumor types hold paramount importance in diagnosing, monitoring, and treating highly…
图像与视频处理 · 电气工程与系统科学
2024-03-15
Fadillah Maani , Anees Ur Rehman Hashmi , Mariam Aljuboory , Numan Saeed , Ikboljon Sobirov , Mohammad Yaqub
Automatic segmentation of brain tumors is an essential but challenging step for extracting quantitative imaging biomarkers for accurate tumor detection, diagnosis, prognosis, treatment planning and assessment. Multimodal Brain Tumor…
Another year of the multimodal brain tumor segmentation challenge (BraTS) 2021 provides an even larger dataset to facilitate collaboration and research of brain tumor segmentation methods, which are necessary for disease analysis and…
Glioblastoma is a highly aggressive and malignant brain tumor type that requires early diagnosis and prompt intervention. Due to its heterogeneity in appearance, developing automated detection approaches is challenging. To address this…
Gliomas are brain tumors composed of different highly heterogeneous histological subregions. Image analysis techniques to identify relevant tumor substructures have high potential for improving patient diagnosis, treatment and prognosis.…
图像与视频处理 · 电气工程与系统科学
2022-07-18
José Gerardo Suárez-García Javier Miguel Hernández-López , Eduardo Moreno-Barbosa , Benito de Celis-Alonso
Pediatric central nervous system tumors are the leading cause of cancer-related deaths in children. The five-year survival rate for high-grade glioma in children is less than 20%. The development of new treatments is dependent upon…
图像与视频处理 · 电气工程与系统科学
2025-07-01
Anahita Fathi Kazerooni , Nastaran Khalili , Xinyang Liu , Debanjan Haldar , Zhifan Jiang , Anna Zapaishchykova , Julija Pavaine , Lubdha M. Shah , Blaise V. Jones , Nakul Sheth , Sanjay P. Prabhu , Aaron S. McAllister , Wenxin Tu , Khanak K. Nandolia , Andres F. Rodriguez , Ibraheem Salman Shaikh , Mariana Sanchez Montano , Hollie Anne Lai , Maruf Adewole , Jake Albrecht , Udunna Anazodo , Hannah Anderson , Syed Muhammed Anwar , Alejandro Aristizabal , Sina Bagheri , Ujjwal Baid , Timothy Bergquist , Austin J. Borja , Evan Calabrese , Verena Chung , Gian-Marco Conte , James Eddy , Ivan Ezhov , Ariana M. Familiar , Keyvan Farahani , Deep Gandhi , Anurag Gottipati , Shuvanjan Haldar , Juan Eugenio Iglesias , Anastasia Janas , Elaine Elaine , Alexandros Karargyris , Hasan Kassem , Neda Khalili , Florian Kofler , Dominic LaBella , Koen Van Leemput , Hongwei B. Li , Nazanin Maleki , Zeke Meier , Bjoern Menze , Ahmed W. Moawad , Sarthak Pati , Marie Piraud , Tina Poussaint , Zachary J. Reitman , Jeffrey D. Rudie , Rachit Saluja , MIcah Sheller , Russell Takeshi Shinohara , Karthik Viswanathan , Chunhao Wang , Benedikt Wiestler , Walter F. Wiggins , Christos Davatzikos , Phillip B. Storm , Miriam Bornhorst , Roger Packer , Trent Hummel , Peter de Blank , Lindsey Hoffman , Mariam Aboian , Ali Nabavizadeh , Jeffrey B. Ware , Benjamin H. Kann , Brian Rood , Adam Resnick , Spyridon Bakas , Arastoo Vossough , Marius George Linguraru
Automated brain tumor segmentation methods have become well-established and reached performance levels offering clear clinical utility. These methods typically rely on four input magnetic resonance imaging (MRI) modalities: T1-weighted…
图像与视频处理 · 电气工程与系统科学
2024-11-26
Hongwei Bran Li , Gian Marco Conte , Qingqiao Hu , Syed Muhammad Anwar , Florian Kofler , Ivan Ezhov , Koen van Leemput , Marie Piraud , Maria Diaz , Byrone Cole , Evan Calabrese , Jeff Rudie , Felix Meissen , Maruf Adewole , Anastasia Janas , Anahita Fathi Kazerooni , Dominic LaBella , Ahmed W. Moawad , Keyvan Farahani , James Eddy , Timothy Bergquist , Verena Chung , Russell Takeshi Shinohara , Farouk Dako , Walter Wiggins , Zachary Reitman , Chunhao Wang , Xinyang Liu , Zhifan Jiang , Ariana Familiar , Elaine Johanson , Zeke Meier , Christos Davatzikos , John Freymann , Justin Kirby , Michel Bilello , Hassan M. Fathallah-Shaykh , Roland Wiest , Jan Kirschke , Rivka R. Colen , Aikaterini Kotrotsou , Pamela Lamontagne , Daniel Marcus , Mikhail Milchenko , Arash Nazeri , Marc André Weber , Abhishek Mahajan , Suyash Mohan , John Mongan , Christopher Hess , Soonmee Cha , Javier Villanueva , Meyer Errol Colak , Priscila Crivellaro , Andras Jakab , Jake Albrecht , Udunna Anazodo , Mariam Aboian , Thomas Yu , Verena Chung , Timothy Bergquist , James Eddy , Jake Albrecht , Ujjwal Baid , Spyridon Bakas , Marius George Linguraru , Bjoern Menze , Juan Eugenio Iglesias , Benedikt Wiestler
Despite continuous advancements in cancer treatment, brain metastatic disease remains a significant complication of primary cancer and is associated with an unfavorable prognosis. One approach for improving diagnosis, management, and…
其他定量生物学 · 定量生物学
2025-07-11
Nazanin Maleki , Raisa Amiruddin , Ahmed W. Moawad , Nikolay Yordanov , Athanasios Gkampenis , Pascal Fehringer , Fabian Umeh , Crystal Chukwurah , Fatima Memon , Bojan Petrovic , Justin Cramer , Mark Krycia , Elizabeth B. Shrickel , Ichiro Ikuta , Gerard Thompson , Lorenna Vidal , Vilma Kosovic , Adam E. Goldman-Yassen , Virginia Hill , Tiffany So , Sedra Mhana , Albara Alotaibi , Nathan Page , Prisha Bhatia , Melisa S. Guelen , Yasaman Sharifi , Marko Jakovljevic , Salma Abosabie , Sara Abosabie , Mohanad Ghonim , Mohamed Ghonim , Amirreza Manteghinejad , Anastasia Janas , Kiril Krantchev , Maruf Adewole , Jake Albrecht , Udunna Anazodo , Sanjay Aneja , Syed Muhammad Anwar , Timothy Bergquist , Veronica Chiang , Verena Chung , Gian Marco Conte , Farouk Dako , James Eddy , Ivan Ezhov , Nastaran Khalili , Keyvan Farahani , Juan Eugenio Iglesias , Zhifan Jiang , Elaine Johanson , Anahita Fathi Kazerooni , Florian Kofler , Dominic LaBella , Koen Van Leemput , Hongwei Bran Li , Marius George Linguraru , Xinyang Liu , Zeke Meier , Bjoern H Menze , Harrison Moy , Klara Osenberg , Marie Piraud , Zachary Reitman , Russell Takeshi Shinohara , Chunhao Wang , Benedikt Wiestler , Walter Wiggins , Umber Shafique , Klara Willms , Arman Avesta , Khaled Bousabarah , Satrajit Chakrabarty , Nicolo Gennaro , Wolfgang Holler , Manpreet Kaur , Pamela LaMontagne , MingDe Lin , Jan Lost , Daniel S. Marcus , Ryan Maresca , Sarah Merkaj , Gabriel Cassinelli Pedersen , Marc von Reppert , Aristeidis Sotiras , Oleg Teytelboym , Niklas Tillmans , Malte Westerhoff , Ayda Youssef , Devon Godfrey , Scott Floyd , Andreas Rauschecker , Javier Villanueva-Meyer , Irada Pflüger , Jaeyoung Cho , Martin Bendszus , Gianluca Brugnara , Gloria J. Guzman Perez-Carillo , Derek R. Johnson , Anthony Kam , Benjamin Yin Ming Kwan , Lillian Lai , Neil U. Lall , Satya Narayana Patro , Lei Wu , Anu Bansal , Frederik Barkhof , Cristina Besada , Sammy Chu , Jason Druzgal , Alexandru Dusoi , Luciano Farage , Fabricio Feltrin , Amy Fong , Steve H. Fung , R. Ian Gray , Michael Iv , Alida A. Postma , Amit Mahajan , David Joyner , Chase Krumpelman , Laurent Letourneau-Guillon , Christie M. Lincoln , Mate E. Maros , Elka Miller , Fanny Morón , Esther A. Nimchinsky , Ozkan Ozsarlak , Uresh Patel , Saurabh Rohatgi , Atin Saha , Anousheh Sayah , Eric D. Schwartz , Robert Shih , Mark S. Shiroishi , Juan E. Small , Manoj Tanwar , Jewels Valerie , Brent D. Weinberg , Matthew L. White , Robert Young , Vahe M. Zohrabian , Aynur Azizova , Melanie Maria Theresa Brüßeler , Abdullah Okar , Luca Pasquini , Yasaman Sharifi , Gagandeep Singh , Nico Sollmann , Theodora Soumala , Mahsa Taherzadeh , Philipp Vollmuth , Martha Foltyn-Dumitru , Ajay Malhotra , Francesco Dellepiane , Víctor M. Pérez-García , Hesham Elhalawani , Maria Correia de Verdier , Sanaria Al Rubaiey , Rui Duarte Armindo , Kholod Ashraf , Moamen M. Asla , Mohamed Badawy , Jeroen Bisschop , Nima Broomand Lomer , Jan Bukatz , Jim Chen , Petra Cimflova , Felix Corr , Alexis Crawley , Lisa Deptula , Tasneem Elakhdar , Islam H. Shawali , Shahriar Faghani , Alexandra Frick , Vaibhav Gulati , Muhammad Ammar Haider , Fátima Hierro , Rasmus Holmboe Dahl , Sarah Maria Jacobs , Kuang-chun Jim Hsieh , Sedat G. Kandemirli , Katharina Kersting , Laura Kida , Sofia Kollia , Ioannis Koukoulithras , Xiao Li , Ahmed Abouelatta , Aya Mansour , Ruxandra-Catrinel Maria-Zamfirescu , Marcela Marsiglia , Yohana Sarahi Mateo-Camacho , Mark McArthur , Olivia McDonnel , Maire McHugh , Mana Moassefi , Samah Mostafa Morsi , Alexander Munteanu , Khanak K. Nandolia , Syed Raza Naqvi , Yalda Nikanpour , Mostafa Alnoury , Abdullah Mohamed Aly Nouh , Francesca Pappafava , Markand D. Patel , Samantha Petrucci , Eric Rawie , Scott Raymond , Borna Roohani , Sadeq Sabouhi , Laura M. Sanchez Garcia , Zoe Shaked , Pokhraj P. Suthar , Talissa Altes , Edvin Isufi , Yaseen Dhemesh , Jaime Gass , Jonathan Thacker , Abdul Rahman Tarabishy , Benjamin Turner , Sebastiano Vacca , George K. Vilanilam , Daniel Warren , David Weiss , Fikadu Worede , Sara Yousry , Wondwossen Lerebo , Alejandro Aristizabal , Alexandros Karargyris , Hasan Kassem , Sarthak Pati , Micah Sheller , Katherine E. Link , Evan Calabrese , Nourel Hoda Tahon , Ayman Nada , Jeffrey D. Rudie , Janet Reid , Kassa Darge , Aly H. Abayazeed , Philipp Lohmann , Yuri S. Velichko , Spyridon Bakas , Mariam Aboian
Glioma is the most deadly brain tumor with high mortality. Treatment planning by human experts depends on the proper diagnosis of physical symptoms along with Magnetic Resonance(MR) image analysis. Highly variability of a brain tumor in…
Gliomas are the most prevalent type of primary brain tumors, and their accurate segmentation from MRI is critical for diagnosis, treatment planning, and longitudinal monitoring. However, the scarcity of high-quality annotated imaging data…
计算机视觉与模式识别 · 计算机科学
2025-09-12
Freedmore Sidume , Oumayma Soula , Joseph Muthui Wacira , YunFei Zhu , Abbas Rabiu Muhammad , Abderrazek Zeraii , Oluwaseun Kalejaye , Hajer Ibrahim , Olfa Gaddour , Brain Halubanza , Dong Zhang , Udunna C Anazodo , Confidence Raymond
Identifying key pathological features in brain MRIs is crucial for the long-term survival of glioma patients. However, manual segmentation is time-consuming, requiring expert intervention and is susceptible to human error. Therefore,…
图像与视频处理 · 电气工程与系统科学
2024-11-27
Sarim Hashmi , Juan Lugo , Abdelrahman Elsayed , Dinesh Saggurthi , Mohammed Elseiagy , Alikhan Nurkamal , Jaskaran Walia , Fadillah Adamsyah Maani , Mohammad Yaqub
Past few years have witnessed the artificial intelligence inspired evolution in various medical fields. The diagnosis and treatment of gliomas -- one of the most commonly seen brain tumors with low survival rate -- rely heavily on the…