Machine_learning

Sarcopenia

Wearable Hybrid Strain-Myoelectric Sensing System for Machine-Learning-Assisted Sarcopenia Screening.

The early screening of sarcopenia represents a critical clinical need amid the accelerating global aging population. Current diagnostic methods, relying on bioelectrical impedance analysis (BIA), handgrip strength testing, and other clinical examinations, depend on costly medical equipment and struggle to...

🗓️ 2026-04-23

Machine_learning / muscles

Cachexia

A Creatinine-CAR Composite Index (CCAR) Optimized by Machine Learning for Prognosis in Cancer Cachexia.

BACKGROUND

Cancer cachexia is a multifactorial syndrome associated with poor prognosis and impaired quality of life in cancer patients. However, survival prediction in cancer cachexia remains difficult due to the lack of reliable biomarkers.

METHODS

This retrospective cohort study analysed data from 1,367...

🗓️ 2025-11-11

📰 Publication: Journal Of Cachexia Sarcopenia And Muscle

Cancer-associated_cachexia / Creatinine / Machine_learning / neoplasms / Prognosis / Sarcopenia

Nutrition

Artificial Intelligence in the Management of Malnutrition in Cancer Patients: A Systematic Review.

Malnutrition is a critical complication among cancer patients, affecting up to 80% of individuals depending on cancer type, stage, and treatment. Artificial Intelligence (AI) has emerged as a promising tool in healthcare, with potential applications in nutritional management to improve...

🗓️ 2025-05-05

Artificial_intelligence / Body_composition / cachexia / Deep_learning / Intelligence / Machine_learning / Malnutrition / neoplasms / Nutrition_assessment / therapeutics / Work

Muscle

Myo-Guide: A Machine Learning-Based Web Application for Neuromuscular Disease Diagnosis With MRI.

Neuromuscular diseases (NMDs) are rare disorders characterized by progressive muscle fibre loss, leading to replacement by fibrotic and fatty tissue, muscle weakness and disability. Early diagnosis is critical for therapeutic decisions, care planning and genetic counselling. Muscle magnetic resonance imaging...

🗓️ 2025-06-01

📰 Publication: Journal Of Cachexia Sarcopenia And Muscle

Artificial_intelligence / cachexia / DIAGNOSIS / Diagnosis,_differential / Machine_learning / Multiple_chronic_conditions / muscles / Neuromuscular_diseases / Sarcopenia

Exercise

Predicting In-Hospital Fall Risk Using Machine Learning With Real-Time Location System and Electronic Medical Records.

Hospital falls are the most prevalent and fatal event in healthcare, posing significant risks to patient health outcomes and institutional care quality. Real-time location system (RTLS) enables continuous tracking of patient location, providing a unique opportunity to monitor changes in...

🗓️ 2025-02-01

📰 Publication: Journal Of Cachexia Sarcopenia And Muscle

Accidental_falls / cachexia / Electronic_health_records / Electronic_medical_record / Hospitalization / Machine_learning / Medical_records / Movement / Sarcopenia

Cachexia

Corrigendum to "Identifying cancer cachexia in patients without weight loss information: machine learning approaches to address a real-world challenge" Am J Clin Nutr 116 (2022) 1229-1239.

🗓️ 2025-02-12

📰 Publication: American Journal Of Clinical Nutrition

Cancer-associated_cachexia / Machine_learning / neoplasms / Weight_loss

Cachexia

Early identification of potentially reversible cancer cachexia using explainable machine learning driven by body weight dynamics: a multicenter cohort study.

Cachexia is associated with multiple adverse outcomes in cancer. However, clinical decision-making for oncology patients at the cachexia stage presents significant challenges. This study aims to develop a machine learning (ML) model to identify potentially reversible cancer cachexia (PRCC). This...

🗓️ 2025-01-08

📰 Publication: American Journal Of Clinical Nutrition

Body_weight / Cancer-associated_cachexia / Cohort_studies / Id / Machine_learning / neoplasms

Exercise

Electrospun microfibers to enhance nutrient supply in bioinks and 3D-bioprinted tissue precursors.

3D-bioprinting is a promising technique to mimic the complex anatomy of natural tissues, as it comprises a precise and gentle way of placing bioinks containing cells and hydrogel. Although hydrogels expose an ideal growth environment due to their extracellular matrix...

🗓️ 2024-12-11

📰 Publication: Biofabrication

2,2'-dipyridyl / 3-iodobenzylguanidine / 3,3'-diaminobenzidine / 3'_untranslated_regions / 5-methylcytosine / 5'_untranslated_regions / Abattoirs / Abdominal_muscles / Abdominal_neoplasms / Abdominal_pain / Abdominoplasty / Abortion,_spontaneous / Absenteeism / Absorption / Academic_medical_centers / Academic_performance / Accidental_falls / Accidents / Accounting / Acepromazine / Acetaldehyde / Acetals / Acetates / Acetylcholine / Acetylcholinesterase / Acetylcysteine / Acetylene / Acetylglucosamine / Acetyltransferases / Achievement / Acid_ceramidase / Acid_sensing_ion_channels / Acid-base_equilibrium / Acidosis / Acinetobacter / Acinetobacter_baumannii / Acne_vulgaris / Acoustics / Acquired_immunodeficiency_syndrome / Acromegaly / Acrylamide / Actins / Action_potentials / Activities_of_daily_living / Acute_care_surgery / Acute_coronary_syndrome / Acute_kidney_injury / Acute_lung_injury / Acyltransferases / Adaptation,_physiological / Adenocarcinoma_of_lung / Adenoma / Adenoma,_pleomorphic / Adenomyosis / Adenosine / Adhesives / Adipocytes / Adipocytes,_brown / Adipocytes,_white / Adipogenesis / Adiponectin / Adipose_tissue / Adiposity / Administration,_intranasal / Administration,_oral / Adolescent / Adrenal_cortex_hormones / Adrenocorticotropic_hormone / Adult_stem_cells / Advance_care_planning / Adverse_childhood_experiences / Advertising / Aeromonas_veronii / Aerosols / Aflatoxin_m1 / Aflatoxins / African_swine_fever / Aftercare / Agar / Agaricales / Age_distribution / Aged / Agent_orange / Aggregatibacter / Aggregatibacter_aphrophilus / Aggression / Aging,_premature / Agranulocytosis / Agricultural_irrigation / Agriculture / Agrochemicals / Aids-related_complex / Air_pollution / Alanine / Alcohol_drinking / Alcoholics / Aldehydes / Aldosterone / Alendronate / Alginates / Algorithms / Alkaline_phosphatase / Alkalosis / Alkanesulfonates / Alkynes / Alleles / Allergens / Allografts / Allopurinol / Alloys / Alopecia / Alopecia_areata / 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Bronchogenic_cyst / Bronchopulmonary_sequestration / Bronchoscopy / Brucella / Brucellosis / Brugada_syndrome / Budesonide / Buffers / Bulimia / Bundle-branch_block / Bupropion / Burning_mouth_syndrome / Burnout,_psychological / Burns / Butter / Butyrylcholinesterase / C-peptide / C-reactive_protein / Ca-19-9_antigen / cachexia / Caco-2_cells / Cadherins / Caffeine / Calcitonin_gene-related_peptide / Calcium / Calcium_channel_blockers / Calcium_channels / Calcium_signaling / Cancer_vaccines / Cancer-associated_cachexia / Cancer-associated_fibroblasts / Candidemia / Candidiasis / Candidiasis,_invasive / Candidiasis,_vulvovaginal / Cannabidiol / Cannula / Capacity_building / Capillaries / Capsaicin / Capsid / Capsules / Car-t_cell / Carbamazepine / Carbapenems / Carbidopa / Carbohydrates / Carboxylic_acids / Carcinogenesis / Carcinogens / Carcinoid_tumor / Carcinoma_in_situ / Carcinoma,_basal_cell / Carcinoma,_hepatocellular / Carcinoma,_intraductal,_noninfiltrating / 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/ Eating / Ebstein_anomaly / Echocardiography / Ecological_momentary_assessment / Ecology / Economics / Economics,_behavioral / Ecosystem / Ectopia_lentis / Ectropion / Eczema / Edaravone / Edible_grain / Education,_medical / Education,_medical,_continuing / Education,_medical,_undergraduate / Egg_yolk / Eggs / Eicosapentaenoic_acid / Ejaculation / Elasticity_imaging_techniques / Elastomers / Electric_power_supplies / Electroacupuncture / Electrocardiography / Electroconvulsive_therapy / Electrodes / Electroencephalography / Electronic_health_records / Electronic_medical_record / Electronic_nicotine_delivery_systems / Electrophysiology / Electroporation / Embolism,_fat / Embryo_transfer / Embryonic_development / Emergencies / Emergency_medical_services / Emergency_medicine / Emergency_responders / Emergency_service,_hospital / Emergency_shelter / Emotional_regulation / Emotions / Employment / Empowerment / Emulsions / Endarterectomy / Endocannabinoids / Endocarditis / Endocytosis / 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Protein_isoforms / Protein_kinases / Protein_phosphatase_1 / Protein_processing,_post-translational / Protein_serine-threonine_kinases / Protein-tyrosine_kinases / Proteogenomics / Proteome / Proteomics / Prothrombin / Prothrombin_time / Proton_pump_inhibitors / Proton_pumps / Proton_therapy / Pruritus / Pseudogenes / Pseudomonas / Pseudomonas_aeruginosa / Pseudomonas_stutzeri / Pseudouridine / Psoriasis / Psychiatrists / Psychological_distress / Psychological_well-being / Psychology,_positive / Psychometrics / Psychosocial_intervention / Psychotherapy / Psychotic_disorders / Psychotropic_drugs / Public_health / Public_health_surveillance / Public_sector / Pulmonary_arterial_hypertension / Pulmonary_disease,_chronic_obstructive / Pulmonary_embolism / Pulmonary_fibrosis / Pulmonary_surfactant-associated_protein_a / Pulmonary_valve / Pulpectomy / Pulpotomy / Pulse / Punctures / Punishment / Pupa / Pupil / Purpura / Purpura,_thrombocytopenic / Putamen / Pyoderma / Pyoderma_gangrenosum / 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A fluorescent aptasensor for deoxynivalenol detection based on Nb.BbvCI-assisted targeted-responsive three-way junctions integrated DNA walking machine.

Deoxynivalenol (DON) contamination in cereals is a widespread issue with global implications, necessitating the development of efficient detection methods. Here, a fluorescent aptasensor integrating target-responsive DNA three-way junction (TWJ) and DNA walking machine was developed to detect DON. The DON-specific...

🗓️ 2024-12-06

📰 Publication: Food Chemistry

1-phosphatidylinositol_4-kinase / 2-acetylaminofluorene / 3'_untranslated_regions / 5-hydroxytryptophan / Abdominal_pain / Abdominoplasty / Abetalipoproteinemia / Absenteeism / Absorption / Academic_performance / Accidental_falls / Accounting / Acetone / Acetylcholine / Achondroplasia / Acid_phosphatase / Acidosis,_renal_tubular / Acinetobacter_baumannii / Acitretin / Aconitic_acid / Acoustics / Acquired_immunodeficiency_syndrome / Acrylonitrile / Acute_kidney_injury / Acute_lung_injury / Adenocarcinoma / Adenocarcinoma_of_lung / Adenocarcinoma,_mucinous / Adenoidectomy / Adenoids / Adenomyosis / Adenosine / Adhesives / Adipocytes / Adipokines / Adipose_tissue / Adolescent / Adoptive_transfer / Adrenal_cortex_hormones / Adrenalectomy / Adrenocorticotropic_hormone / Aftercare / Agaricales / Aged / Ageism / Aggrecans / Aggression / Agricultural_irrigation / Agriculture / Aids-related_complex / Air_pollution / Airway_management / Alanine / Alcohol_drinking / Alcoholics / Alcoholism / Alginates / Algorithms / Alkaloids / Alkynes / Alleles / Allergens / Allografts / Alloys / Alpha-amino-3-hydroxy-5-methyl-4-isoxazolepropionic_acid / Alpha-fetoproteins / Alphapapillomavirus / Altitude / Alzheimer_disease / Amaranth_dye / Ambulances / Amino_acid_substitution / Amino_acids / Aminoglycosides / Amlodipine / Amnion / Amoxicillin / Amplifiers,_electronic / Amputation,_surgical / Amputees / Amygdala / Amyloid / Amyotrophic_lateral_sclerosis / Analgesics / Anaphylaxis / Anastomotic_leak / Anatomy / Androgens / Anemia / Anemia,_iron-deficiency / Anesthesia / Anesthesiology / Anesthetics / Aneurysm,_false / Angina_pectoris / Angina,_unstable / Angiogenesis / Angiogenesis_inhibitors / Angiotensins / Anion_exchange_resins / Ankle / Anoikis / Anorexia_nervosa / Anterior_chamber / Anthocyanins / Anthracyclines / Anthropometry / Anti-inflammatory_agents,_non-steroidal / Antibodies,_bispecific / Antibodies,_monoclonal / Anticoagulants / Anticonvulsants / Antifibrinolytic_agents / Antihypertensive_agents / Antimicrobial_stewardship / Antineoplastic_agents / Antioxidants / Antiphospholipid_syndrome / Antipsychotic_agents / Antitubercular_agents / Antiviral_agents / Aorta / Aortic_aneurysm / Aortic_aneurysm,_abdominal / Aortic_dissection / Aortic_valve / Aphasia / Aphasia,_primary_progressive / Apicoplasts / Apolipoproteins / Apoptosis / Apoptosis_regulatory_proteins / Appendiceal_neoplasms / Appendicitis / Appendix / Appetite / Arboviruses / Arenavirus / Arginine / Arrhythmias,_cardiac / Arteriovenous_malformations / Arthralgia / Arthritis / Arthritis,_rheumatoid / Arthroplasty / Arthroplasty,_replacement,_knee / Artificial_intelligence / Artificially_sweetened_beverages / Ascorbic_acid / Aspartate_aminotransferases / Aspartic_acid / Aspergillosis / Aspergillosis,_allergic_bronchopulmonary / Asthenozoospermia / Astrocytes / Astrocytoma / Astronauts / Ataxia / Ataxia_telangiectasia / Atherectomy / Atherosclerosis / Athletes / Atrasentan / Atrial_fibrillation / Atrophy / Attention_deficit_disorder_with_hyperactivity / Attentional_bias / Attitude_to_health / Audiology / Augmented_reality / Authorship / Autism_spectrum_disorder / Autistic_disorder / Autoantibodies / Autoimmune_diseases / Autophagy / Autopsy / Axial_spondyloarthritis / Axons / B-lymphocytes / Back_pain / Bacterial_adhesion / Bacteriocins / Bacteriophages / Balantidiasis / Bariatric_surgery / Bartonella / Base_sequence / Basement_membrane / Basophils / Beds / Begomovirus / Behcet_syndrome / Benzene / Benzimidazoles / Benzocaine / Bevacizumab / Bezafibrate / Bibliometrics / Bicuspid / Bicuspid_aortic_valve_disease / Bilirubin / Biochemistry / Biocompatible_materials / Biodiversity / Biofilms / Biogenic_amines / Biological_availability / Biological_factors / Biological_monitoring / Biological_oxygen_demand_analysis / Biological_therapy / Biomarkers / Biomass / Biomedical_research / Biomimetics / Biophysics / Biopolymers / Biopsy / Biosimilar_pharmaceuticals / Biostatistics / Biotechnology / Birth_rate / Birth_weight / Blepharoplasty / Blindness / Blister / BLOOD / Blood_circulation / Blood_component_removal / Blood_culture / Blood_glucose / Blood_platelet_disorders / Blood_platelets / Blood_pressure / Blood_urea_nitrogen / Blood_vessels / Blood_volume / Blood-brain_barrier / Bocavirus / Body_composition / Body_mass_index / Body_size / Body_temperature / Body_weight / Bone_conduction / Bone_density / Bone_regeneration / Bone_transplantation / Botulinum_toxins / Brachytherapy / Brain_diseases / Brain_injuries / Brain_injuries,_traumatic / Brain_neoplasms / Bread / Breast_diseases / Breast_feeding / Breast_implants / Breast_neoplasms / Breeding / Bronchiectasis / Bronchiolitis_obliterans_syndrome / Bronchoalveolar_lavage / Bronchopulmonary_dysplasia / Bronchoscopy / Bruxism / Buffers / Burns / Butter / Calcinosis / Calcitonin / Calcium / Calcium_signaling / Camptothecin / Cancer_pain / Candy / Cannabidiol / Cannula / Capillaries / Capsaicin / Capsules / 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Lysophosphatidylcholines / Lysosomes / Machine_learning / Macrophages / Macrophages,_alveolar / Magnetic_resonance_imaging / Maintenance / Malnutrition / Mammaplasty / Mannans / Mannitol / Mannose-binding_lectin / Mannosyltransferases / Margins_of_excision / Marijuana_use / Marketing / Masculinity / Masks / Mast_cells / Mastitis / Mastitis,_bovine / Mastoiditis / Maternal_mortality / Mathematics / Meals / Meat / Mechanistic_target_of_rapamycin_complex_1 / Medial_tibial_stress_syndrome / Mediation_analysis / Medical_laboratory_science / Medical_marijuana / Medical_oncology / Medical_records / Medical_staff / Medical_waste / Medicare / Medication_adherence / Medication_errors / Medicine,_chinese_traditional / Medicine,_traditional / Meditation / Medulloblastoma / Melanins / Melanoma / Meloxicam / Membrane_proteins / Membranes / Memory / Menarche / Mendelian_randomization_analysis / Meninges / Meningioma / Meningitis / Menstruation / Mental_disorders / Mental_health / 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Monophenol_monooxygenase / Morphine / Morris_water_maze_test / MORTALITY / Mosaic_viruses / Mothers / Motivation / Motivational_interviewing / Motor_activity / Mouth / Mouth_neoplasms / Movement / Moxibustion / Mucosa-associated_lymphoid_tissue_lymphoma_translocation_1_protein / Mucous_membrane / Multimodal_imaging / Multiparametric_magnetic_resonance_imaging / Multiple_chronic_conditions / Multiple_myeloma / Multiple_sclerosis / Multiple_sclerosis,_relapsing-remitting / Multivariate_analysis / Muscle_cells / Muscle_spasticity / Muscle_strength / Muscle,_skeletal / Muscle,_smooth / muscles / Muscular_dystrophies / Muscular_dystrophy,_duchenne / Musculoskeletal_diseases / Musculoskeletal_system / Mutagenesis / Mutation / Mutation,_missense / Myalgia / Mycobacterium / Mycoses / Myeloid_cells / Myeloid-derived_suppressor_cells / Myoblasts / Myoblasts,_skeletal / Myocardial_infarction / Myocardium / Myocytes,_cardiac / Myocytes,_smooth_muscle / Myofibroblasts / Myokymia / Myoma / Myopia / 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Oligospermia / Olive_oil / Oncologists / Only_child / Oocyte_donation / Oocytes / Oogenesis / Operative_time / Ophthalmology / Optic_atrophy,_autosomal_dominant / Optic_disk / Optic_nerve / Optic_nerve_diseases / Optogenetics / Oral_hygiene / Oral_microbiome / Organelle_biogenesis / Organoids / Ornithine / Orthomyxoviridae / Orthopedics / Osseointegration / Osteoarthritis / Osteoblasts / Osteoclasts / Osteogenesis / Osteomalacia / Osteonecrosis / Osteoporosis / Osteosarcoma / Otitis / Otitis_media / Otolaryngology / Outpatients / Ovarian_neoplasms / Ovariectomy / Ovary / Overweight / Oviposition / Ovum / Ownership / Oxacillin / Oxaliplatin / Oxidants / Oxidative_stress / Oxidoreductases / Oximetry / Paclitaxel / Paecilomyces / Pain_management / Pain,_postoperative / Paint / Palate / Palliative_care / Palmitic_acid / Pancreas / Pancreatic_cyst / Pancreatic_pseudocyst / Pancreaticoduodenectomy / Pancreatitis / Pandemics / Papillomavirus_infections / Parabens / Paraffin / Paralysis / Paraneoplastic_syndromes / Parasites / Parasitology / Parent-child_relations / Parenteral_nutrition / Parenting / Parkinson_disease / Parotitis / Particulate_matter / Parturition / Pathologists / Patient_care / Patient_discharge / Patient_education_as_topic / Patient_participation / Patient_preference / Patient_reported_outcome_measures / Patient_safety / Patient_satisfaction / Pediatric_emergency_medicine / Pediatrics / Peer_review / Pelvic_pain / Pemphigoid,_bullous / Pemphigus / Penile_prosthesis / Penis / Peptide_hydrolases / Percutaneous_coronary_intervention / Periaqueductal_gray / Pericardium / Periodontitis / Perioperative_care / Peripheral_arterial_disease / Peroxidases / Peroxides / Personality / Perylene / Pesticides / Phaeohyphomycosis / Phagocytes / Phagocytosis / Pharmaceutical_preparations / Pharmaceutical_services / Pharmaceutical_vehicles / Pharmacists / Pharmacokinetics / Pharmacology / Pharmacology,_clinical / Pharmacovigilance / Pharmacy / Pharynx / Phenazines / 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Sarcopenia

Feature Engineering for the Prediction of Scoliosis in 5q-Spinal Muscular Atrophy.

5q-Spinal muscular atrophy (SMA) is now one of the 5% treatable rare diseases worldwide. As disease-modifying therapies alter disease progression and patient phenotypes, paediatricians and consulting disciplines face new unknowns in their treatment decisions. Conclusions made from historical patient data...

🗓️ 2024-12-05

📰 Publication: Journal Of Cachexia Sarcopenia And Muscle

Contracture / Disease_progression / Machine_learning / Muscular_atrophy / Muscular_atrophy,_spinal / Physicians / Rare_diseases / Scoliosis / Spine / therapeutics / Ventilation / Walk_test

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The Journal of Cachexia, Sarcopenia & Muscle ⟶

Machine_learning

Wearable Hybrid Strain-Myoelectric Sensing System for Machine-Learning-Assisted Sarcopenia Screening.

A Creatinine-CAR Composite Index (CCAR) Optimized by Machine Learning for Prognosis in Cancer Cachexia.

Artificial Intelligence in the Management of Malnutrition in Cancer Patients: A Systematic Review.

Myo-Guide: A Machine Learning-Based Web Application for Neuromuscular Disease Diagnosis With MRI.

Predicting In-Hospital Fall Risk Using Machine Learning With Real-Time Location System and Electronic Medical Records.

Corrigendum to "Identifying cancer cachexia in patients without weight loss information: machine learning approaches to address a real-world challenge" Am J Clin Nutr 116 (2022) 1229-1239.

Early identification of potentially reversible cancer cachexia using explainable machine learning driven by body weight dynamics: a multicenter cohort study.

Electrospun microfibers to enhance nutrient supply in bioinks and 3D-bioprinted tissue precursors.

A fluorescent aptasensor for deoxynivalenol detection based on Nb.BbvCI-assisted targeted-responsive three-way junctions integrated DNA walking machine.

Feature Engineering for the Prediction of Scoliosis in 5q-Spinal Muscular Atrophy.

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