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55 Results Found

  • Review
  • Open Access
3 Citations
4,352 Views
19 Pages

Histology Agnostic Drug Development: An Updated Review

  • Kevin Nguyen,
  • Karina Fama,
  • Guadalupe Mercado,
  • Yin Myat and
  • Kyaw Thein

29 October 2024

Recent advancements in oncology have led to the development of histology-agnostic therapies, which target genetic alterations irrespective of the tumor’s tissue of origin. This review aimed to provide a comprehensive update on the current state...

  • Review
  • Open Access
10 Citations
7,482 Views
24 Pages

Target-Driven Tissue-Agnostic Drug Approvals—A New Path of Drug Development

  • Kyaw Z. Thein,
  • Yin M. Myat,
  • Byung S. Park,
  • Kalpana Panigrahi and
  • Shivaani Kummar

13 July 2024

The regulatory approvals of tumor-agnostic therapies have led to the re-evaluation of the drug development process. The conventional models of drug development are histology-based. On the other hand, the tumor-agnostic drug development of a new drug...

  • Review
  • Open Access
6 Citations
3,403 Views
21 Pages

Agnostic Administration of Targeted Anticancer Drugs: Looking for a Balance between Hype and Caution

  • Svetlana N. Aleksakhina,
  • Alexander O. Ivantsov and
  • Evgeny N. Imyanitov

Many tumors have well-defined vulnerabilities, thus potentially allowing highly specific and effective treatment. There is a spectrum of actionable genetic alterations which are shared across various tumor types and, therefore, can be targeted by a g...

  • Review
  • Open Access
18 Citations
5,290 Views
26 Pages

The Role of Histology-Agnostic Drugs in the Treatment of Metastatic Castration-Resistant Prostate Cancer

  • Giovanni Maria Iannantuono,
  • Francesco Torino,
  • Roberto Rosenfeld,
  • Simona Guerriero,
  • Manuela Carlucci,
  • Stefano Sganga,
  • Barbara Capotondi,
  • Silvia Riondino and
  • Mario Roselli

Precision medicine has opened up a new era in the development of anti-cancer agents that is focused on identifying biomarkers predictive of treatment response regardless of tumor histology. Since 2017, the Food and Drug Administration has approved si...

  • Review
  • Open Access
10 Citations
4,632 Views
22 Pages

26 February 2025

This review comprehensively analyzes the current landscape of tumor-agnostic therapies in oncology. Tumor-agnostic therapies are designed to target specific molecular alterations rather than the primary site of the tumor, representing a shift in canc...

  • Review
  • Open Access
12 Citations
3,589 Views
10 Pages

Drug Development in Tissue-Agnostic Indications

  • Pauline du Rusquec and
  • Christophe Le Tourneau

2 June 2021

A better understanding of cancer biology has led to the development of targeted therapies specifically designed to modulate an altered molecular pathway in the cancer cells or their microenvironment. Despite the identification of molecular targets ac...

  • Systematic Review
  • Open Access
3 Citations
3,043 Views
22 Pages

Background/Objectives: Lung cancer is the leading cause of cancer-related deaths worldwide. Non-Small-Cell Lung Cancer (NSCLC) accounts for 80–90% of all lung cancers. Antibody-Drug Conjugates (ADCs) represent an expanding targeted therapy opti...

  • Review
  • Open Access
148 Citations
23,201 Views
32 Pages

30 July 2023

Antibody–drug conjugates (ADCs) are an innovative family of agents assembled through linking cytotoxic drugs (payloads) covalently to monoclonal antibodies (mAbs) to be delivered to tumor tissue that express their particular antigen, with the t...

  • Article
  • Open Access
10 Citations
2,493 Views
14 Pages

The Safety Profiles of Two First-Generation NTRK Inhibitors: Analysis of Individual Case Safety Reports from the FDA Adverse Event Reporting System (FAERS) Database

  • Valerio Liguori,
  • Mario Gaio,
  • Alessia Zinzi,
  • Cecilia Cagnotta,
  • Consiglia Riccardi,
  • Giovanni Docimo and
  • Annalisa Capuano

15 September 2023

The first-generation tropomyosin receptor kinase (TRK) inhibitors, larotrectinib and entrectinib, represent exciting new developments in cancer treatment that offer relevant, rapid, and long-lasting clinical benefits. Larotrectinib and entrectinib ar...

  • Review
  • Open Access
29 Citations
6,668 Views
27 Pages

Antibody-Drug Conjugates in Solid Tumor Oncology: An Effectiveness Payday with a Targeted Payload

  • Aleksei Kondrashov,
  • Surendra Sapkota,
  • Aditya Sharma,
  • Ivy Riano,
  • Razelle Kurzrock and
  • Jacob J. Adashek

Antibody–drug conjugates (ADCs) are at the forefront of the drug development revolution occurring in oncology. Formed from three main components—an antibody, a linker molecule, and a cytotoxic agent (“payload”), ADCs have the...

  • Review
  • Open Access
12 Citations
4,244 Views
19 Pages

Role of the Molecular Tumor Board for the Personalized Treatment of Patients with Metastatic Breast Cancer: A Focus on the State of the Art in Italy

  • Azzurra Irelli,
  • Sofia Chiatamone Ranieri,
  • Daniela Di Giacomo,
  • Sara Malatesta,
  • Leonardo Valerio Patruno,
  • Alessandra Tessitore,
  • Edoardo Alesse and
  • Katia Cannita

12 March 2023

Molecular tumor boards (MTBs) are multidisciplinary groups that combine molecular and clinical data from cancer patients in order to formulate treatment recommendations for precision medicine. To date, there is insufficient data to support the use of...

  • Review
  • Open Access
7 Citations
5,256 Views
20 Pages

Beyond PD(L)-1 Blockade in Microsatellite-Instable Cancers: Current Landscape of Immune Co-Inhibitory Receptor Targeting

  • Edoardo Crimini,
  • Luca Boscolo Bielo,
  • Pier Paolo Maria Berton Giachetti,
  • Gloria Pellizzari,
  • Gabriele Antonarelli,
  • Beatrice Taurelli Salimbeni,
  • Matteo Repetto,
  • Carmen Belli and
  • Giuseppe Curigliano

9 January 2024

High microsatellite instability (MSI-H) derives from genomic hypermutability due to deficient mismatch repair function. Colorectal (CRC) and endometrial cancers (EC) are the tumor types that more often present MSI-H. Anti-PD(L)-1 antibodies have been...

  • Commentary
  • Open Access
6 Citations
2,943 Views
7 Pages

2 April 2024

In the past decade, a lot of insight was gathered into the composition of the host and tumor factors that promote oncogenesis and treatment resistance. This in turn has led to the ingenious design of multiple new classes of drugs, which have now beco...

  • Article
  • Open Access
5 Citations
1,318 Views
10 Pages

The Safety and Suitability of DNA Sequencing of Tissue Biopsies Performed on Patients Referred to a Phase I Unit

  • Angela Esposito,
  • Edoardo Crimini,
  • Carmen Criscitiello,
  • Carmen Belli,
  • Roberta Scafetta,
  • Raimondo Scalia,
  • Grazia Castellano,
  • Elisa Giordano,
  • Jalissa Katrini and
  • Giuseppe Curigliano
  • + 11 authors

20 December 2024

Background: Early-phase clinical trials offer a unique opportunity for patients with cancer. These trials often mandate biopsies to collect tumor tissue for research purposes, requiring patients to undergo invasive procedures. Some trials mandate mol...

  • Review
  • Open Access
11 Citations
2,921 Views
13 Pages

New Genetic Technologies in Diagnosis and Treatment of Cancer of Unknown Primary

  • Paweł Krawczyk,
  • Jacek Jassem,
  • Kamila Wojas-Krawczyk,
  • Maciej Krzakowski,
  • Rafał Dziadziuszko and
  • Włodzimierz Olszewski

14 July 2022

Cancer of unknown primary (CUP) represents a rare oncological and heterogeneous disease in which one or more metastases are present, but the location of the primary site is unknown. Pathological diagnosis, using immunohistochemistry, of such metastat...

  • Review
  • Open Access
23 Citations
10,342 Views
25 Pages

Molecular Targeting of the BRAF Proto-Oncogene/Mitogen-Activated Protein Kinase (MAPK) Pathway across Cancers

  • Khine S. Shan,
  • Tauseef U. Rehman,
  • Stan Ivanov,
  • Gelenis Domingo and
  • Luis E. Raez

The mitogen-activated protein kinase (MAPK) pathway is essential for cellular proliferation, growth, and survival. Constitutive activation of this pathway by BRAF mutations can cause downstream activation of kinases, leading to uncontrolled cellular...

  • Review
  • Open Access
60 Citations
20,129 Views
24 Pages

Agnostic Approvals in Oncology: Getting the Right Drug to the Right Patient with the Right Genomics

  • Valentina Tateo,
  • Paola Valeria Marchese,
  • Veronica Mollica,
  • Francesco Massari,
  • Razelle Kurzrock and
  • Jacob J. Adashek

19 April 2023

(1) Background: The oncology field has drastically changed with the advent of precision medicine, led by the discovery of druggable genes or immune targets assessed through next-generation sequencing. Biomarker-based treatments are increasingly emerg...

  • Review
  • Open Access
6 Citations
5,481 Views
11 Pages

4 October 2024

NTRK fusions are oncogenic drivers for multiple tumor types. Therefore, the development of selective tropomyosin receptor kinase (TRK) inhibitors, including larotrectinib and entrectinib, has been transformative in the context of clinical management,...

  • Feature Paper
  • Article
  • Open Access
2,246 Views
12 Pages

CrossTx: Cross-Cell-Line Transcriptomic Signature Predictions

  • Panagiotis Chrysinas,
  • Changyou Chen and
  • Rudiyanto Gunawan

3 February 2024

Predicting the cell response to drugs is central to drug discovery, drug repurposing, and personalized medicine. To this end, large datasets of drug signatures have been curated, most notably the Connectivity Map (CMap). A multitude of in silico appr...

  • Article
  • Open Access
1 Citations
2,004 Views
23 Pages

Non-Negative Matrix Tri-Factorization for Representation Learning in Multi-Omics Datasets with Applications to Drug Repurposing and Selection

  • Letizia Messa,
  • Carolina Testa,
  • Stephana Carelli,
  • Federica Rey,
  • Emanuela Jacchetti,
  • Cristina Cereda,
  • Manuela Teresa Raimondi,
  • Stefano Ceri and
  • Pietro Pinoli

4 September 2024

The vast corpus of heterogeneous biomedical data stored in databases, ontologies, and terminologies presents a unique opportunity for drug design. Integrating and fusing these sources is essential to develop data representations that can be analyzed...

  • Review
  • Open Access
42 Citations
8,323 Views
14 Pages

Emerging data have suggested that circulating tumor DNA (ctDNA) can be a reliable biomarker for minimal residual disease (MRD) in CRC patients. Recent studies have shown that the ability to detect MRD using ctDNA assay after curative-intent surgery w...

  • Review
  • Open Access
20 Citations
6,256 Views
33 Pages

Precision medicine is essential for the modern care of a patient with cancer. Comprehensive molecular profiling of the tumor itself is necessary to determine the presence or absence of certain targetable abnormalities or biomarkers. In particular, lu...

  • Article
  • Open Access
17 Citations
7,235 Views
12 Pages

High-Performance Thin-Layer Chromatography for Rutin, Chlorogenic Acid, Caffeic Acid, Ursolic Acid, and Stigmasterol Analysis in Periploca aphylla Extracts

  • Raha Orfali,
  • Shagufta Perveen,
  • Hanan Y. Aati,
  • Perwez Alam,
  • Omar M. Noman,
  • Javier Palacios,
  • Bayan Salem S. Al-Kurbi,
  • Areej M. Al-Taweel,
  • Afsar Khan and
  • Shabana Iqrar Khan
  • + 1 author

Periploca aphylla (PA), an interesting Saudi medicinal plant, is used in folk medicine to treat urticaria, cerebral fever, tumors, and swelling. To prove its use in folk medicine, two different extracts from the aerial parts of the plant: chloroform...

  • Review
  • Open Access
33 Citations
6,793 Views
24 Pages

RET-Altered Cancers—A Tumor-Agnostic Review of Biology, Diagnosis and Targeted Therapy Activity

  • Antoine Desilets,
  • Matteo Repetto,
  • Soo-Ryum Yang,
  • Eric J. Sherman and
  • Alexander Drilon

17 August 2023

RET alterations, such as fusions or mutations, drive the growth of multiple tumor types. These alterations are found in canonical (lung and thyroid) and non-canonical (e.g., gastrointestinal, breast, gynecological, genitourinary, histiocytic) cancers...

  • Review
  • Open Access
21 Citations
7,209 Views
18 Pages

NTRK Gene Fusions in Solid Tumors and TRK Inhibitors: A Systematic Review of Case Reports and Case Series

  • Giovanni Maria Iannantuono,
  • Silvia Riondino,
  • Stefano Sganga,
  • Roberto Rosenfeld,
  • Simona Guerriero,
  • Manuela Carlucci,
  • Barbara Capotondi,
  • Francesco Torino and
  • Mario Roselli

2 November 2022

The approval of larotrectinib and entrectinib for cancer patients harboring an NTRK gene fusion has represented a milestone in the era of “histology-agnostic” drugs. Among the clinical trials that led to the approval of these two drugs, m...

  • Review
  • Open Access
45 Citations
6,352 Views
11 Pages

19 October 2021

Cystic fibrosis is a severe autosomal recessive disorder caused by mutations in the cystic fibrosis transmembrane conductance regulator (CFTR) gene encoding the CFTR protein, a chloride channel expressed in many epithelial cells. New drugs called CFT...

  • Article
  • Open Access
6 Citations
2,437 Views
17 Pages

19 November 2023

The development of analytical procedures capable of simultaneous determination of two or more drugs is in crucial demand due to the availability of different formulations that are composed of different APIs. The presented study aimed to optimize and...

  • Article
  • Open Access
7 Citations
5,490 Views
22 Pages

Pan-Cancer Molecular Patterns and Biological Implications Associated with a Tumor-Specific Molecular Signature

  • Darío Rocha,
  • Iris A. García,
  • Aldana González Montoro,
  • Andrea Llera,
  • Laura Prato,
  • María R. Girotti,
  • Gastón Soria and
  • Elmer A. Fernández

31 December 2020

Studying tissue-independent components of cancer and defining pan-cancer subtypes could be addressed using tissue-specific molecular signatures if classification errors are controlled. Since PAM50 is a well-known, United States Food and Drug Administ...

  • Review
  • Open Access
12 Citations
3,553 Views
19 Pages

Molecular Basis and Rationale for the Use of Targeted Agents and Immunotherapy in Sinonasal Cancers

  • Andrea Esposito,
  • Erika Stucchi,
  • Maria Baronchelli,
  • Pierluigi Di Mauro,
  • Marco Ferrari,
  • Luigi Lorini,
  • Cristina Gurizzan,
  • Nyall Robert Jr London,
  • Mario Hermsen and
  • Paolo Bossi
  • + 1 author

16 November 2022

Despite the progress of surgery, radiotherapy, and neoadjuvant chemotherapy, the prognosis for advanced sinonasal cancers (SNCs) remains poor. In the era of precision medicine, more research has been conducted on the molecular pathways and recurrent...

  • Review
  • Open Access
7 Citations
2,221 Views
13 Pages

28 June 2023

Respiratory pathogens such as influenza and SARS-CoV-2 can cause severe lung infections leading to acute respiratory distress syndrome (ARDS). The pathophysiology of ARDS includes an excessive host immune response, lung epithelial and endothelial cel...

  • Review
  • Open Access
8 Citations
4,969 Views
12 Pages

27 November 2023

Human epidermal growth factor receptor 2 (HER2), coded by the proto-oncogene ERBB, is known to be mutated or amplified in various malignant diseases, and many HER2-targeted therapies (including monoclonal antibodies and low-molecular-weight tyrosine...

  • Review
  • Open Access
21 Citations
3,481 Views
14 Pages

Integrative Genomic Tests in Clinical Oncology

  • Evgeny Imyanitov and
  • Anna Sokolenko

28 October 2022

Many clinical decisions in oncology practice rely on the presence or absence of an alteration in a single genetic locus, be it a pathogenic variant in a hereditary cancer gene or activating mutation in a drug target. In addition, there are integrativ...

  • Article
  • Open Access
618 Views
19 Pages

Niclosamide and Palbociclib Act Synergistically to Reduce Cholangiocarcinoma Cell Viability In Vitro and Inhibit Tumour Growth in a Mouse Model

  • Grace Martin,
  • Ka Ying Lee,
  • Christopher Roberts,
  • Jinxia Zheng,
  • Gagan Kaur Batth,
  • William Dalleywater,
  • Farhat Latif Khanim,
  • Sebastian Oltean,
  • Kevin Gaston and
  • Padma-Sheela Jayaraman

20 November 2025

Background: Despite the emergence of new treatment modalities, including targeted therapies that are of benefit to patients whose tumours carry specific mutations, the prognosis for most patients with cholangiocarcinoma remains poor. Novel therapeuti...

  • Review
  • Open Access
10 Citations
4,488 Views
10 Pages

What Can RNA-Based Therapy Do for Monogenic Diseases?

  • Luka A. Clarke and
  • Margarida D. Amaral

The use of RNA-based approaches to treat monogenic diseases (i.e., hereditary disorders caused by mutations in single genes) has been developed on different fronts. One approach uses small antisense oligonucleotides (ASOs) to modulate RNA processing...

  • Case Report
  • Open Access
3 Citations
7,806 Views
11 Pages

Adaptive, Iterative, Long-Term Personalized Therapy Management in a Case of Stage IV Refractory NSCLC

  • Anantbhushan Ranade,
  • Darshana Patil,
  • Amit Bhatt,
  • Rucha Dhasare,
  • Vineet Datta,
  • Rajan Datar and
  • Dadasaheb Akolkar

In this paper we report long-term therapy management based on iterative de novo molecular and cellular analysis in a case of metastatic non-small cell lung cancer (NSCLC), with prior history of treated colorectal cancer. In the described case tempora...

  • Article
  • Open Access
9 Citations
1,634 Views
20 Pages

ADMET-Guided Docking and GROMACS Molecular Dynamics of Ziziphus lotus Phytochemicals Uncover Mutation-Agnostic Allosteric Stabilisers of the KRAS Switch-I/II Groove

  • Abdessadek Rahimi,
  • Oussama Khibech,
  • Abdessamad Benabbou,
  • Mohammed Merzouki,
  • Mohamed Bouhrim,
  • Mohammed Al-Zharani,
  • Fahd A. Nasr,
  • Ashraf Ahmed Qurtam,
  • Said Abadi and
  • Maarouf Elbekay
  • + 2 authors

25 July 2025

Background/Objectives: Oncogenic KRAS drives ~30% of solid tumours, yet the only approved G12C-specific drugs benefit ≈ 13% of KRAS-mutant patients, leaving a major clinical gap. We sought mutation-agnostic natural ligands from Ziziphus lotus,...

  • Article
  • Open Access
8 Citations
4,128 Views
14 Pages

Immunohistochemical Study of Bladder Cancer Molecular Subtypes and Their Association with PD-L1 Expression

  • Dimitrios Goutas,
  • Kostas Palamaris,
  • Anastasios Stofas,
  • Nektarios Politakis,
  • Antonia Despotidi,
  • Ioanna Giannopoulou,
  • Nikolaos Goutas,
  • Dimitrios Vlachodimitropoulos,
  • Nikolaos Kavantzas and
  • Hariklia Gakiopoulou
  • + 1 author

28 December 2022

The significant heterogeneity in clinical outcomes among patients with bladder cancer has highlighted the existence of different biological subtypes of muscle-invasive bladder cancer (MIBC) and non-muscle-invasive bladder cancer (NMIBC). Meanwhile, i...

  • Review
  • Open Access
3 Citations
3,198 Views
14 Pages

The prognosis of patients with solid tumours has remarkably improved with the development of molecular-targeted drugs and immune checkpoint inhibitors. However, the improvements in the prognosis of pancreatic cancer and biliary tract cancer is delaye...

  • Review
  • Open Access
29 Citations
7,518 Views
16 Pages

10 October 2021

The administration of many cancer drugs is tailored to genetic tests. Some genomic events, e.g., alterations of EGFR or BRAF oncogenes, result in the conformational change of the corresponding proteins and call for the use of mutation-specific compou...

  • Article
  • Open Access
10 Citations
4,154 Views
29 Pages

Deep CNN Sparse Coding for Real Time Inhaler Sounds Classification

  • Vaggelis Ntalianis,
  • Nikos Dimitris Fakotakis,
  • Stavros Nousias,
  • Aris S. Lalos,
  • Michael Birbas,
  • Evangelia I. Zacharaki and
  • Konstantinos Moustakas

21 April 2020

Effective management of chronic constrictive pulmonary conditions lies in proper and timely administration of medication. As a series of studies indicates, medication adherence can effectively be monitored by successfully identifying actions performe...

  • Review
  • Open Access
22 Citations
26,573 Views
23 Pages

3 March 2023

In the past two decades, molecular targeted therapy has revolutionized the treatment landscape of several malignancies. Lethal malignancies such as non-small cell lung cancer (NSCLC) have become a model for precision-matched immune- and gene-targeted...

  • Article
  • Open Access
6 Citations
2,818 Views
17 Pages

Genetics and beyond: Precision Medicine Real-World Data for Patients with Cervical, Vaginal or Vulvar Cancer in a Tertiary Cancer Center

  • Fabian B. T. Kraus,
  • Elena Sultova,
  • Kathrin Heinrich,
  • Andreas Jung,
  • C. Benedikt Westphalen,
  • Christina V. Tauber,
  • Jörg Kumbrink,
  • Martina Rudelius,
  • Frederick Klauschen and
  • Fabian Trillsch
  • + 7 authors

16 February 2024

Advances in molecular tumor diagnostics have transformed cancer care. However, it remains unclear whether precision oncology has the same impact and transformative nature across all malignancies. We conducted a retrospective analysis of patients with...

  • Review
  • Open Access
48 Citations
11,158 Views
17 Pages

14 March 2019

Despite the continued development of cystic fibrosis transmembrane conductance regulator (CFTR) modulator drugs for the treatment of cystic fibrosis (CF), the need for mutation agnostic treatments remains. In a sub-group of CF individuals with mutati...

  • Article
  • Open Access
1,065 Views
30 Pages

Sumac Polyphenols as Pan-Herpesvirus Inhibitors

  • Shavkat I. Salikhov,
  • Yuliya I. Oshchepkova,
  • Jamolitdin F. Ziyavitdinov,
  • Jamshid M. Ashurov,
  • Nodir S. Berdiev,
  • Mikhail S. Kolundin,
  • Akhmed O. Gaidarov,
  • Ali S. Turgiev,
  • Kirill I. Yurlov and
  • Eduard V. Karamov
  • + 6 authors

26 October 2025

Pandemic preparedness is a complex of threat-agnostic countermeasures developed in advance which would be efficient against a future outbreak regardless of its causative agent, and broad-spectrum antivirals constitute a critical component of this com...

  • Article
  • Open Access
1 Citations
1,040 Views
17 Pages

26 March 2025

This study presents a novel high-performance liquid chromatography–tandem mass spectrometry (HPLC–MS/MS) method for simultaneous determination of oxyclozanide (OXY) and levamisole hydrochloride (LEV) residues in ovine tissues, addressing...

  • Article
  • Open Access
233 Views
21 Pages

15 January 2026

Background/Objectives: Chemical and metabolic kinetics have historically been derived from mass balance differential equations expressed in terms of amounts, and this framework was later extended to pharmacokinetics by converting amount-based equatio...

  • Article
  • Open Access
2 Citations
2,637 Views
16 Pages

Global and Local Interpretable Machine Learning Allow Early Prediction of Unscheduled Hospital Readmission

  • Rafael Ruiz de San Martín,
  • Catalina Morales-Hernández,
  • Carmen Barberá,
  • Carlos Martínez-Cortés,
  • Antonio Jesús Banegas-Luna,
  • Francisco José Segura-Méndez,
  • Horacio Pérez-Sánchez,
  • Isabel Morales-Moreno and
  • Juan José Hernández-Morante

Nowadays, most of the health expenditure is due to chronic patients who are readmitted several times for their pathologies. Personalized prevention strategies could be developed to improve the management of these patients. The aim of the present work...

  • Communication
  • Open Access
18 Citations
4,146 Views
5 Pages

6 August 2021

Next-generation sequencing-based comprehensive genome profiling (CGP) testing, OncoGuide NCC Oncopanel System, and FoundationOne CDx Cancer Genomic Profile have been covered by the Japanese national health insurance system since June 2019. Because CG...

  • Article
  • Open Access
8 Citations
3,038 Views
14 Pages

Machine Learning Identifies New Predictors on Restenosis Risk after Coronary Artery Stenting in 10,004 Patients with Surveillance Angiography

  • Ulrich Güldener,
  • Thorsten Kessler,
  • Moritz von Scheidt,
  • Johann S. Hawe,
  • Beatrix Gerhard,
  • Dieter Maier,
  • Mark Lachmann,
  • Karl-Ludwig Laugwitz,
  • Salvatore Cassese and
  • Heribert Schunkert
  • + 2 authors

18 April 2023

Objective: Machine learning (ML) approaches have the potential to uncover regular patterns in multi-layered data. Here we applied self-organizing maps (SOMs) to detect such patterns with the aim to better predict in-stent restenosis (ISR) at surveill...

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