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Cancer is a heterogeneous disease and tumours of the same type can differ greatly at the genetic and phenotypic levels. Understanding how these differences impact sensitivity to treatment is an essential step towards patient-specific…

Tissues and Organs · Quantitative Biology 2023-02-28 Chloé Colson , Philip K. Maini , Helen M. Byrne

Hepatocellular carcinoma (HCC) is the most common type of primary liver cancer in adults, and the most common cause of death of people suffering from cirrhosis. The segmentation of liver lesions in CT images allows assessment of tumor load,…

Computer Vision and Pattern Recognition · Computer Science 2020-03-16 Nadja Gruber , Stephan Antholzer , Werner Jaschke , Christian Kremser , Markus Haltmeier

Tumor growth is a complex process characterized by uncontrolled cell proliferation and invasion of neighboring tissues. The understanding of these phenomena is of vital importance to establish appropriate diagnosis and therapeutic strategy…

Tissues and Organs · Quantitative Biology 2019-10-23 Miguel Martín-Landrove , Francisco Torres-Hoyos , Antonio Rueda-Toicen

The morphology and time-evolution of tumors are expected to depend heavily on the detailed balance of the overall physics of the cell assembly (e.g., the kinetic pressure, the cell-cell interaction, and the external trapping by the tissue)…

Soft Condensed Matter · Physics 2007-05-23 P. K. Biswas , M. T. T. Pacheco

The topology of gene expression space for a set of 12 cancer types is studied by means of an entropy-like magnitude, which allows the characterization of the regions occupied by tumor and normal samples. The comparison indicates that the…

Tissues and Organs · Quantitative Biology 2022-05-19 Augusto Gonzalez , Frank Quintela , Dario A. Leon , Maria Luisa Bringas Vega , Pedro Valdes Sosa

Breast cancer is the most commonly occurring cancer worldwide. This cancer caused 670,000 deaths globally in 2022, as reported by the WHO. Yet since health officials began routine mammography screening in age groups deemed at risk in the…

Computer Vision and Pattern Recognition · Computer Science 2025-06-17 Mahmudul Hasan

Tumor protein P53 is believed to be involved in over half of human cancers cases, the prediction of malignancies plays essential roles not only in advance detection for cancer, but also in discovering effective prevention and treatment of…

Computational Engineering, Finance, and Science · Computer Science 2013-10-09 Ayad Ghany Ismaeel

It is proposed that cancer results from the breakdown of universal control mechanisms which developed in mutual association as part of the historical process that brought individual cells together into multi-cellular communities. By…

Biological Physics · Physics 2016-09-08 Rafael D. Sorkin

Tuberculosis (TB) is a major global health threat, causing millions of deaths annually. Although early diagnosis and treatment can greatly improve the chances of survival, it remains a major challenge, especially in developing countries.…

Computer Vision and Pattern Recognition · Computer Science 2023-12-06 Yun Liu , Yu-Huan Wu , Shi-Chen Zhang , Li Liu , Min Wu , Ming-Ming Cheng

Today, over 700,000 people are living with brain tumors in the United States. Brain tumors can spread very quickly to other parts of the brain and the spinal cord unless necessary preventive action is taken. Thus, the survival rate for this…

Computer Vision and Pattern Recognition · Computer Science 2020-11-18 Sahithi Ankireddy

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…

Image and Video Processing · Electrical Eng. & Systems 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

Chronic diseases and cancer account for over 75 percent of healthcare costs in the US. Increased prevention services and improved primary care are thought to decrease costs. Current models for detecting changes in the health of populations…

Populations and Evolution · Quantitative Biology 2013-07-15 Jacob Kuriyan , Nathaniel Cobb

There is a widening recognition that cancer cells are products of complex developmental processes. Carcinogenesis and metastasis formation are increasingly described as systems-level, network phenomena. Here we propose that malignant…

Molecular Networks · Quantitative Biology 2013-09-18 David M. Gyurko , Daniel V. Veres , Dezso Modos , Katalin Lenti , Tamas Korcsmaros , Peter Csermely

A new computational tool TumorGrowth$.$jl for modeling tumor growth is introduced. The tool allows the comparison of standard textbook models, such as General Bertalanffy and Gompertz, with some newer models, including, for the first time,…

Machine Learning · Computer Science 2025-02-17 Anthony D. Blaom , Samuel Okon

Cancer cells are widely known to be protected from apoptosis, which is a major hurdle to successful anti-cancer therapy. Over-expression of several anti-apoptotic proteins, or mutations in pro-apoptotic factors, has been recognized to…

Molecular Networks · Quantitative Biology 2010-09-14 Subhadip Raychaudhuri

Glioblastoma Multiforme (GBM) is a malignant brain cancer forming around 48% of al brain and Central Nervous System (CNS) cancers. It is estimated that annually over 13,000 deaths occur in the US due to GBM, making it crucial to have early…

Image and Video Processing · Electrical Eng. & Systems 2022-01-28 Sauman Das

Tuberculosis (TB) remains a global health problem, and is the leading cause of death from an infectious disease. A crucial step in the treatment of tuberculosis is screening high risk populations and the early detection of the disease, with…

Image and Video Processing · Electrical Eng. & Systems 2021-04-15 Alexander Wong , James Ren Hou Lee , Hadi Rahmat-Khah , Ali Sabri , Amer Alaref

Over the past decades, both critical care and cancer care have improved substantially. Due to increased cancer-specific survival, we hypothesized that both the number of cancer patients admitted to the ICU and overall survival have…

Quantitative Methods · Quantitative Biology 2018-08-09 Chris Sauer , Jinghui Dong , Leo Celi , Daniele Ramazzotti

Cancer Biotherapy (CB), as opposed to cancer chemotherapy, is the use of macromolecular, biological agents instead of organic chemicals or drugs to treat cancer. Biological agents usually have higher selectivity and have less toxic side…

Biomolecules · Quantitative Biology 2016-02-29 Preety Priya , Vicente M. Reyes

Cellular responses to death-promoting stimuli typically proceed through a differentiated multistage process, involving a lag phase, extensive death, and potential adaptation. Deregulation of this chain of events is at the root of many…

Cell Behavior · Quantitative Biology 2010-12-03 Jose M. G. Vilar